#revops

Salesforce Inc. introduced a series of artificial intelligence agents designed to make sales and technical support teams more productive. The agents are rolling out alongside a new version of Agentforce Coworker, an automation tool built into several of the company’s cloud services, according to [SiliconANGLE](https://siliconangle.com/2026/09/11/salesforce-introduces-new-ai-agents-to-automate-sales-support-tasks/).

Salesforce’s first new agent, Hunter, helps business-to-business salespeople...

Bending Spoons announced a definitive agreement to acquire Miro at a $1.355 billion enterprise value. The deal is expected to close in Q4. Five weeks earlier the company announced the acquisition of Airtable at $1.285 billion, and that transaction has now closed. Both targets were sold to the Milan-based rollup within roughly one month.

Both companies held substantial cash balances and years of runway at the time of sale.

Heinz Marketing states that the best operating models improve performance while giving teams more clarity, autonomy and control. The firm notes that marketing leaders have faced pressure to produce more with the same or fewer resources, yet defines true efficiency as teams understanding priorities, owning specific work, accessing needed information and avoiding avoidable complexity.

According to Heinz Marketing, organizations have often equated efficiency with higher output volume rather than...

Salesforce Inc. previewed two offerings to help customers build and manage artificial intelligence agents. The company introduced Enterprise AI Harness and AI Control Plane according to [SiliconANGLE](https://siliconangle.com/2026/09/10/salesforce-introduces-enterprise-ai-harness-ai-control-plane/).

Enterprise AI Harness is a collection of technologies designed to improve the reliability and security of customers' AI agents.

A new global report from Validity finds that marketing leadership has advanced AI adoption faster than improvements to CRM data quality. The State of CRM Data Management in 2026 report surveyed 500 B2B and B2C marketing professionals across the U.S., U.K., Brazil, Australia and New Zealand.

Nearly 78% of C-suite and 92% of SVP/VP respondents said they have acted on an AI recommendation they later suspected was wrong because of bad underlying data.

ElevenLabs grew from $0 to $100M ARR in 20 months, from $100M to $200M in the next 10 months, from $200M to $330M in the following 5 months, and from $330M to $600M+ in another 6 months, according to SaaStr.

Carles Reina joined as employee number four and the first go-to-market hire.

A form fill supplies a lead without confirming whether the individual can buy, plans to buy, or recalls submitting the form. The Clean Data: The Engine Behind Every AI Motion report states that competitive advantage derives from deeper market knowledge rather than larger record counts.

Adding more contacts creates an appearance of progress, yet the report questions how many of those records represent actual buyers.

The CMO role is evolving from a creative focus to a technical leadership position driven by AI, revenue accountability, and demands for clear ROI, according to MarTech.

Modern CMOs must personally master technical workflows and data architecture. A formalized martech background is becoming mandatory. The next generation of CMOs will rise from marketing operations, according to MarTech.

The CMO and CIO are forming a new power duo with shared ownership of technology investments.

A Heinz Marketing article maintains that sales should report into marketing when companies execute go-to-market correctly. The post responds to a livestream comment from Sangram Vajre disagreeing with the author's earlier statement on marketing ownership of GTM.

According to Heinz Marketing, marketing functions as a verb defined as activating a market rather than solely producing materials.

B2B marketing leaders track expanded sets of signals including website traffic, AI visibility, and AI referral traffic, yet only 38% correlate those metrics to pipeline or revenue according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/b2b-marketing-leaders-struggle-to-prove-business-impact-10fold/54356/).

More than half of respondents now track a broader mix of business-impact signals.

Most B2B teams will wrap up their 2027 plans between now and Thanksgiving. If you don’t have your own CTV data by then, you’ll either drop the budget line or include a number you can’t back up, according to MarTech.

Run a narrow test now to learn what CTV costs against your actual accounts and whether the channel is worth funding next year.

SaaStr states that at least 9 times out of 10, if everyone on the team loves a VP of Sales, it is the wrong hire. The post notes that CEOs often choose between two final CRO or VP of Sales candidates and that the more opinionated candidate or the one with less unanimous support usually loses out, which the article identifies as a mistake.

The article explains that the existing sales team should not love a strong CRO or VP of Sales candidate.

The distinction between RevOps and Sales Ops matters more than most organizations realize because the two functions are related yet not the same job. Sales Ops makes the sales team more efficient. RevOps aligns sales, marketing, and customer success to grow revenue across the customer lifecycle, according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/revops-vs-sales-ops).

Revenue operations governs revenue processes across the entire go-to-market organization.

This week on 20VC x SaaStr, Nvidia's $96.2B quarter and 70% forward growth guide were examined alongside the $12.9B Hugging Face deal, OpenAI cutting off Cursor, and 500 to 1,000 agents running undetected inside OpenAI and Hugging Face for weeks. Valuations discussed included Cognition at $46B, Clay at $7B, and Linear at $2.5B. Salesforce's shift to multi-surface and outcome pricing was also covered.

Nvidia guided to 70% revenue growth for the fiscal year ending January 2028.

Event spending is back and growing. In 2026, 40% of organizers plan to run more live events than last year. Nearly half of organizers still report difficulty connecting event activity directly to revenue impact, according to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/your-event-follow-up-is-creating-homework-for-prospects-heres-how-to-fix-that/54207/).

The breakdown in attribution starts the moment a conversation ends and a rep hands over a card.

Sales leaders continue adding conversation intelligence, content libraries, coaching platforms, and LMS modules yet cannot determine whether reps are ready to sell, according to HubSpot Sales Blog. HubSpot’s 2025 State of Sales Report shows only 34% of sales teams expect to meet or exceed quota this year.

A sales readiness platform prepares sellers for customer conversations through training, coaching, assessments, and analytics.

Sales reps spend 10–15 minutes after each call logging notes, updating deal stages, and setting follow-up tasks. Sales reps spend roughly 25% of their workweek on manual CRM data entry alone, according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/ai-reduce-manual-crm-tasks-hubspot).

Go-to-market planning sessions this year carry the same mandate of more AI deployed faster across lead scoring, outreach drafting, account prioritization, pipeline routing, and autonomous agent decisions. According to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/faster-wrong-is-still-wrong/54199/), the speed of these implementations is measurable while the underlying direction remains uncertain.

Teams had already identified that topical and probabilistic data only...

Marketing executives overseeing AI programs described receiving large volumes of formatted documents that require substantial editing time. One leader noted the hours and tool credits consumed correcting such output. Another prohibited sending AI-generated material, stating it would not be read.

An analysis of 953 real-world martech stacks found that revenue outperformers align martech functionality and maturity to specific industry and business contexts rather than pursuing maximum features or maturity across the board.

Across all seven industries examined, outperformers used broader marketing automation platform functionality than lower performers.

Performance marketers see marketing platforms report 5x ROAS while backend data shows 2x for the same campaigns, according to [MarTech](https://martech.org/the-only-way-to-know-what-your-ads-really-did/).

Marketing platforms count view-through conversions, modeled conversions without consent, and clicks from weeks earlier. These methods increase reported figures by design.

Owner.com completed a three-year AI rebuild of its website and online ordering product for independent restaurants. More than 83% of new customers now start their journey inside an AI product. The company passed $100M ARR while growing at triple digits and faster than the prior year, according to SaaStr. It closed a growth round at a $2.3B valuation.

Owner.com moved from 100% sales-led inbound, which required booking a demo and speaking with a salesperson followed by an onboarding specialist.

Influ2 has launched its Model Context Protocol server. The server gives AI applications direct access to contact-level buyer signals for targeting and ABM execution. According to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/influ2-launches-mcp-for-contact-level-abm/54278/), the release allows revenue teams to launch and manage ABM campaigns in plain language inside tools such as Claude, ChatGPT, and Agentforce.

After connection to a preferred AI application, the...

Companies invest in market research, third-party intent data and prospect intelligence tools to refine messaging and improve targeting. Many overlook the customers they already have as a source of insight, according to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/your-best-prospect-data-comes-from-customers-you-already-have/54062/).

Over 70% of customer revenue leaders say their revenue comes primarily from existing customers.

HubSpot Sales Blog released a buyer's framework explaining RevOps tools that centralize go-to-market data, automate team handoffs, and provide pipeline visibility. The guide addresses common GTM issues where data sits in disconnected systems, dashboards show conflicting information, and reps spend hours on manual record cleaning.

RevOps tools operate through three layers.

New research from Walker Sands released Aug. 25 finds that while nearly all B2B leaders say their organization clearly understands what modern B2B marketing looks like, 95% still say their current marketing approach needs significant evolution to compete with the most advanced B2B and B2C brands.

The 2026 B2B Growth Maturity Assessment is based on a survey of 200 U.S.-based senior marketing, sales, growth and business leaders at B2B organizations generating more than $100 million in annual...

Marketers are turning to incrementality testing because platform attribution has limitations and marketing mix models cannot answer every tactical question. According to MarTech, the key is a systematic approach that directs limited testing capacity toward questions with meaningful financial consequences.

Incrementality testing is becoming more common, creating a temptation to test every channel and nuance.

Seismic completed its merger with Highspot last week and now operates under the Seismic name as the leading company in go-to-market performance. The combined entity serves 2,500 customers and 3.5 million users worldwide, including Allianz Trade, Expedia Group, IBM, Invesco, Oracle, Royal London Asset Management, Thomson Reuters, and Uber.

Seismic CEO Rob Tarkoff stated that AI has catalyzed the industry by shifting enablement from preparing sellers to sitting side by side with them through...

Amjad Masad, founder and CEO of Replit, stated that by the end of this year more than half his company will be salespeople. He noted that for most of the last decade the company relied on building a product and letting it speak for itself, with marketing limited to his Twitter account. Demand arrived through companies emailing to ask how employees already using the product could buy it properly.

The B2B marketing sector faces accelerating expectations that outpace available resources and budgets. According to POM Marketing’s research cited in Demand Gen Report, 81% of marketers say pressure to deliver results is higher than two to three years ago. Gartner research found marketing budgets holding steady at 7.7% of total company revenue.

Only 29% of marketers report being very confident in demonstrating ROI to the C-suite.

According to SaaStr, a great sales rep cannot sell any B2B product well in software. The very best SaaS reps who are truly curious can often sell almost any product, but this group is narrow.

SaaStr states that salespeople can be good at outbound but not inbound, or the reverse. They can perform well only when backed by an established brand and market position.

Attribution models never measured the full buyer journey, according to [MarTech](https://martech.org/marketing-contribution-is-the-new-attribution/). Marketers spent two digital decades asking where a lead came from, yet a lead is guided toward becoming a customer by many pieces of content consumed across many moments that software never saw. Attribution compressed that reality into charts labeled first touch, last touch, or weighted touch.

Eighty-nine percent of teams report that breakdowns in collaboration impact revenue, yet most sales processes continue to rely on standard one-way presentations, according to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/moving-beyond-pitch-decks-to-more-collaborative-conversations/54068/).

Most prospects encounter one-way lectures and static decks that function more as chores than conversations.

Atlassian reported fiscal Q4 results on August 6 after closing its fiscal year on June 30. Revenue reached $1.766B, up 28% year over year. Cloud revenue hit $1.213B, up 31%. Subscription ARR stood at $6.606B, up 23%. RPO rose 44% to $4.817B. GAAP operating income was $211M compared to a $28M loss the prior year.

Cloud revenue growth rose from 28% for the full fiscal year to 31% in Q4. Total revenue growth increased from 26% for the year to 28% in Q4. FY26 revenue reached $6.572B, up 26%.

Rippling evaluated 15 AI models through 2,100 scored agent runs each on real personnel, payroll, and financial records. Tasks included headcount queries by department and tenure, salary increases of 10 percent for qualifying employees, new hire onboarding, termination scheduling with approvals, and payment entry from spreadsheets.

Smaller companies adopt AI faster than larger ones because they face fewer layers of bureaucracy. According to MarTech, the three main internal barriers are inconsistent training, bias concerns, and tactics that get ahead of strategy.

Employees at one company described their AI learning as trial and error, reading articles, or jumping in without structure. This approach produced different understandings of AI scope across teams and introduced bias in outputs.

Sales teams running lean stacks close deals faster than teams drowning in disconnected tools, according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/sales-collaboration-tools). High-performing teams have built environments where reps collaborate and hit targets together.

Enterprises apply complex AI systems to tasks that do not need them, according to [MarTech](https://martech.org/how-to-stop-overpaying-for-ai-complexity/). The initial promises of what an AI system can do often do not account for long-term costs, the human oversight required, and the total cost of ownership.

Registration is now open for B2BMX 2027, the event for B2B marketing and sales leaders according to [Demand Gen Report](https://www.demandgenreport.com/blog/registration-has-opened-for-b2bmx-2027/54109/).

B2BMX 2027 is scheduled for Feb. 22-24, 2027, at the Omni La Costa Resort & Spa in Carlsbad, CA. The three-day conference is powered by Advertising Week. Super Early Bird Rates are available for All-Access passes.

A small number of moments decide whether a browser becomes a customer, a customer stays long term, or a customer leaves, according to MarTech.

Most journey maps assign equal attention to every touchpoint while only a handful of events carry the risk and opportunity.

A critical moment has a signature where opportunity and risk spike at the same event. Years ago finding these moments required data scientists and custom propensity models.

Gamma crossed $100M ARR with 50 employees while operating profitably, according to SaaStr. The company reached 50 million users and 600,000 paying subscribers. For most of that period it had no sales team. This produced $2M in ARR per employee at an average paying customer value of about $167 a year.

Gamma rebuilt its product after an initial launch failed to generate word of mouth. The company took two years to reach public beta.

B2B marketing planning assumptions that guided the past decade are becoming less reliable as buyers become harder to observe, AI reshapes discovery and evaluation, traditional measurement signals weaken, buying networks expand, and volatility remains a permanent feature. Forrester described this shift at this year’s B2B Summit as the B2B go-to-market singularity, making the planning challenge bigger than budget allocation decisions.

CMOs will enter 2027 with a favorable investment outlook.

Databricks announced it crossed a $7 billion revenue run-rate in Q2, growing more than 80% year over year, and closed a $5 billion strategic round at a $190 billion valuation led by Coatue. The company also reported $100 million-plus revenue run-rate for Lakebase and $1.5 billion-plus revenue run-rate for Lakehouse, growing over 100% year over year, along with continued positive adjusted free cash flow.

Growth increased from 50% to 80% in four quarters, representing a 30-point acceleration...

SaaStr published guidance on ACV sizes at which B2B companies typically add dedicated account managers.

Below $8K-$10K ACV, companies cannot afford dedicated account managers, according to SaaStr. They must instead systematize onboarding and support through self-serve options plus a lean support team. The unit economics do not support humans performing 30 or more days of embedded work per customer. In early stages, companies should still prioritize making early customers successful.

Zylo’s 2026 SaaS Management Index report found that the average organization runs 305 applications across the business, with many going unmanaged or underused. When these tools do not connect, leads go cold, reps pursue already-closed accounts, and reports fail to align, according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/revops-software).

[Revenue Operations software](/blog/revenue-operations-software/) is a centralized platform that integrates data, processes, and tools across...

A survey of 101 product marketers at mid-market and enterprise companies found that 21% now cite ChatGPT, Claude or Gemini as a source of competitive intelligence while only 14% name a dedicated CI tool, according to MarTech.

Reddit was cited by 23% of respondents. One product marketer stated they had not seen any CI tools worth the investment and could replicate most of what Crayon and Klue deliver with an agent in Claude.

Founders at B2B AI startups report hiring executives who worked at good companies once or twice yet never performed the core work of the roles. According to [SaaStr](https://www.saastr.com/beware-the-mediocre-recycled-the-zombie-executives-of-b2b-ai/), these hires possess the right LinkedIn logos and speak fluently about PLG, enterprise motions and AI-native go-to-market but have not built AI workflows themselves.

Palo Alto Networks reached an $11.4 billion revenue run rate. Next-Gen Security ARR stood at $8.13 billion, up 60% according to SaaStr. Platformized customers reached approximately 2,280 with 120% net revenue retention. Total revenue for the quarter ended April 30 came to $3.0 billion, up 31%.

Palo Alto Networks completed a $25 billion acquisition of CyberArk in February 2026. The company also acquired Chronosphere for $3.35 billion in January 2026.

B2B companies increasingly rely on post-sale systems to turn acquired customers into sources of retention, expansion, and advocacy, according to MarTech. Every customer carries a cost, a revenue expectation, and an opportunity to expand. When value realization moves slowly or remains fragmented, acquisition spending becomes harder to recover.

The post-sale experience functions as a shared commercial system that connects marketing, sales, product, service, customer success, and revenue...

The marketing-to-sales handoff determines whether signal intelligence contributes to revenue. Every delay, routing error, or missing piece of context reduces the value of the insight marketing worked to uncover, according to [MarTech](https://martech.org/the-marketing-to-sales-handoff-is-where-revenue-leaks/).

A fast, context-rich handoff from marketing to sales requires visibility across opportunities, product lines, and account relationships.

On its Q3 FY26 call on May 20, 2026, Intuit reported Global Business Solutions revenue of $3.3B, up 15%. The figure rose to 17% growth when Mailchimp was excluded. Online Ecosystem revenue reached $2.5B, up 19%, or 22% ex-Mailchimp. Management stated Mailchimp revenue declined year over year. The company announced a 17% workforce reduction affecting roughly 3,100 roles, citing rightsizing in Mailchimp. Restructuring charges of about $300M are expected mostly in the quarter ending July 31, 2026.

Backstory completed an account tiering analysis covering 141 accounts in three to four days. Haya Kamola, who leads customer success at Backstory, presented the project at SaaStr AI Day. The same exercise previously required five teams working a full quarter. The board requested the tiering framework with a short turnaround.

Kamola first gathered input from account teams and senior leadership to describe specific customers that stood out.

Many CMOs receive the directive from their board or CFO to hit the pipeline number while cutting the budget, according to Heinz Marketing. AI is introduced in these conversations as the immediate answer to the task of doing more with less. The source states that AI writing first drafts or scoring and routing leads is presented as a way to reduce the need for writers or operations staff.

Heinz Marketing explains that treating "do more with less" as a strategy leads teams to burnout or reliance...

B2B marketers no longer seek one attribution model to explain all revenue outcomes. According to MarTech, successful teams instead combine attribution with marketing mix modeling and experimentation to support budget and pipeline decisions.

Structural changes have lengthened B2B journeys from six or seven touches to 20 to 40 touches across multiple channels and stakeholders.

James McArthur, VP of Product Advocacy at Nue.io, conducted a live demo of an AI agent at SaaStr AI Day this week on conference Wi-Fi. The session showed the agent building a guided selling playbook from plain English instructions and validating it against real SKUs and tier limits, according to SaaStr.

The demo covered a typical B2B revenue setup where reps spend days on quotes and deal desk teams rebuild closed deals by hand.

B2B companies falling behind on AI lack infrastructure rather than advanced technologies, according to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/from-pilot-projects-to-progress-making-ai-innovation-stick-across-the-organization/53831/).

Procore reported Q2 FY26 revenue of $375M, up 16% from the prior year. The result exceeded the company's guide of $364M to $366M by 3%. Growth outpaced the 12.9% rate modeled by the street. The company operates construction software used on 3 million projects across 150+ countries and holds roughly $1.5B in ARR.

GAAP operating margin reached 1%, marking the first positive GAAP operating income in company history and an improvement of 1,080 basis points.

TrustRadius’s 2026 B2B Buying Disconnect Report found that 63% of buyers used AI during their purchase journey. The survey of nearly 2,500 technology buyers and vendors showed that 94% of those buyers fact-check AI responses at least some of the time.

AI tools or tools with AI features made up 59% of the purchases buyers made in the past year.

Conga opened a Boston office that serves as its first U.S. hub outside the Houston headquarters. The office opened following the February 2026 acquisition of the PROS B2B business. It holds nearly 15% of Conga’s U.S. workforce.

The Boston location brings Conga closer to customers including Staples, Boston Scientific, and Charles River Laboratories. It also provides access to one of the country’s dynamic technology talent markets.

Gartner’s 2026 CMO Spend Survey found that 70% of CMOs consider becoming an AI leader a critical goal for this year. Only 30% report mature AI readiness capabilities. Marketing budgets sit at 7.8% of company revenue and remain flat.

Many marketing leaders respond by changing the org chart through new structures, titles, or team consolidations.

McKinsey’s State of AI research shows roughly 6% of organizations qualify as AI high performers because they attribute at least 5% of EBIT impact to AI...

SaaStr states that shorter contracts are now the norm across B2B and AI. According to SaaStr, three-year contracts dropped from 28% of new logos in 2023 to 23% in 2026. Sub-one-year contracts jumped from 4% to 13% in the same period. The publication frames this shift as rational buyer behavior rather than a negotiating tactic.

AI replacement cycles compress every 18 months. A three-year contract signed today might lock buyers into a category that is obsolete by year two.

A startup lost an enormous RFP because it was viewed as too small. According to SaaStr, the outcome creates an opportunity to prepare for future evaluations that often occur in one to three years for new initiatives. The publication recommends moving the prospect into a dedicated Lost Now (But Not Forever) Marketing Program and treating the account as a medium-warm, long-sales-cycle contact that already knows the vendor and category.

Invitations to customer conferences and webinars are advised...

A sales content management platform centralizes sales-approved content in a single source of truth. It makes it easier for revenue teams to find, share, and track materials that move deals forward. More than half of sales leaders report using sales enablement content, and 79% say those materials are essential for closing, according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/sales-content-management-platform).

A sales content management platform organizes, distributes, governs, and...

Zoom has expanded Revenue Accelerator with AI-powered capabilities that support sellers before, during and after customer interactions through roleplay, live guidance and post-call intelligence. The updates include the general availability of Sales Assist, Ask ZRA, Sales Roleplay and its MCP Server.

The new Essentials and Premium offerings reflect growing demand for connected revenue intelligence that unifies conversation data, CRM context and coaching workflows.

Public software companies including Dropbox, PagerDuty, Zoom and DocuSign now report growth rates at or below 5% in their most recent quarters, according to [SaaStr](https://www.saastr.com/the-sub-5-club-the-terminal-state-of-software/).

Dropbox posted 0.8% revenue growth last quarter. Stripping out a winding-down product, growth reached 2%. Total ARR increased 0.3%. Management guidance projects revenue decline between 0.4% and 0.9%.

SaaStr published takeaways from this week's 20VC episode on hiring expertise, token spend, and net new logo growth for B2B companies.

The Apple lawsuit against OpenAI involves stolen files rather than knowledge transfer. In California non-competes do not hold and knowledge travels with the individual. Anthropic founders built a company worth more than $50 billion after walking out with nothing but their brains.

ICONIQ released its 2026 GTM benchmark report covering quota levels at more than 150 B2B and AI software companies.

Top-quartile enterprise AEs carry $2.25M annual quotas. Mid-market AEs carry $1.35M. SMB AEs carry $750K. The survey sample ranged from 143 to 149 respondents depending on the question, according to [SaaStr](https://www.saastr.com/sales-rep-annual-quotas-what-high-performers-are-actually-carrying/).

Sixty-five percent of high performers assign cross-sell ownership to sales...

Zoom recorded revenue of $1.239 billion in Q1 FY2027 ended April 30, 2026, representing 5.5% year-over-year growth and exceeding guidance. The company reached an approximate $5 billion annual run rate with full-year FY2027 guidance of $5.08 billion.

Zoom’s full-year FY2026 growth rate rose 130 basis points to 4.4% after previously declining to roughly 3%. Enterprise revenue reached $755.7 million, increasing 7.2% and comprising 61% of total revenue. Online revenue grew 2.8% to $483.3 million.

Theorem research shows that manual errors and disconnected workflows in the pre-sales phase are slowing deal execution and introducing risk into advertising revenue operations, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/pre-sales-phase-is-advertising-sales-most-overlooked-revenue-risk-theorem/53548/).

New research from Theorem found that 77% of organizations experience manual errors in pre-sales that disrupt advertising revenue execution.

Rory O’Driscoll told attendees at SaaStr AI that software is not dead. He said it has become much harder to win after reviewing spending and revenue numbers compiled by his firm. In 2026 hyperscalers are projected to spend roughly $688B on AI capex while the same market is expected to generate about $110B in revenue, according to [SaaStr](https://www.saastr.com/is-software-dead-no-it-just-got-a-lot-harder-to-win-the-saastr-ai-deep-dive-with-rory-odriscoll/).

Alta closed a $25 million Series A round led by IN Venture less than a year after launch. The funding supports expansion of the company's coordinated AI agent platform for revenue teams.

Alta reached a $15 million annual run rate with clients including Snowflake, Deel and Atlassian. The company hit its first million in revenue within months of commercializing and is on track for 800% revenue growth this year.

Open Semantic Interchange standardizes metadata schemas across disconnected martech platforms according to [MarTech](https://martech.org/is-open-semantic-interchange-your-data-silo-cure/). The framework seeks to ensure that terms such as account, lead, or campaign metric carry identical meanings across every connected system.

Enterprise platforms currently spend millions of dollars on custom middleware to translate data definitions between systems.

Willingness to Pay completed 200+ pricing redesigns with an average of 125 days from signed contract to new pricing live in market. Clients include Microsoft, SAP, Samsung, Intel, and Bosch, plus PE and VC-backed B2B companies. The firm recorded zero pricing blow-ups across its portfolio.

Per-seat pricing worked for about 15 years in B2B with three tiers and land-and-expand motions. AI changed two conditions at once.

Omnichannel sales unifies customer data and coordinates outreach across all channels to create a continuous buyer experience. Most sales teams still operate in silos where email, phone, chat, and in-person conversations produce fragmented data and inconsistent follow-up. Recent data from Capital One Shopping shows the share of omnichannel shoppers has climbed to 91%.

Brian Le, Global Sales Compensation Partner at Notion, scaled the company's sales compensation processes from 80 to over 400 employees. He previously worked at Salesforce and Carta. According to [Sales Hacker](https://gtmnow.com/gtm-198-sales-compensation-plan-blueprint-brian-le-notion/), Le identifies sales compensation as the operating system for go-to-market strategy.

Le's first priority at Notion was earning organizational trust by replacing manual spreadsheet-based commission processes.

In Salesforce’s 2026 State of Sales report, 87% of sales organizations said they now use some form of AI for prospecting, forecasting, lead scoring, or drafting emails, with more than half using it specifically to prospect. Fifty-five percent of sales pros already use AI to prospect, and another 38% plan to.

[Customer acquisition cost](/tools/cac-calculator/) is rising across virtually every B2B category while deal volume, deal velocity and deal size show no corresponding improvement, according to MarTech. The source material states that spending more to acquire customers without gains in those outcomes points to a proof problem rather than market conditions.

The B2B go-to-market profession operates from the thesis that awareness plus information equals purchase intent.

Gong recently released Mission Big Dipper, a new agentic execution layer and expanded capabilities across the Gong Revenue AI Operating System. The release introduces the Gong Revenue Harness to govern, orchestrate, and connect AI agents across the full revenue cycle.

A customer who had used Adobe Marketo for nearly two decades and served as a reference account decided to churn after the vendor raised pricing at renewal with no new features and a more limited API.

The customer cited broken unsubscribe handling, daily API rate limits, a six-month history cap, and general hostility to agents as reasons for leaving. Three foundation models all indicated they would not send email through Marketo because they could write a better one themselves.

Aurasell has released Agent Builder, a platform capability that lets GTM operators design, orchestrate and run agentic workflows in natural language without writing code. The tool unifies structured and unstructured customer data from across the GTM stack and continuously captures cross-channel conversations.

Most GTM teams advancing AI initiatives operate on incomplete data spread across 15 or more disconnected tools.

SaaStr AI operates a portion of its go-to-market motion through custom agents rather than replacing its CRM. The company maintains Salesforce as the system of record for deals, contacts, sponsorships, registrations, and support tickets while agents handle most interactions.

SaaStr AI runs an AI SDR, a custom AI VP of Marketing named 10K, and QBee, an AI VP of Customer Success. The 10K agent consists of more than 14,000 lines of code across 74 files.

MarTech reports that as martech, adtech, and salestech blur into unified ecosystem platforms, enterprise architecture leaders must evaluate the trade-off between specialized features of best-of-breed point solutions and the reduced friction of a single consolidated suite.

Enterprise procurement teams often compare individual software subscription lines.

SaaStr discussed outbound sales on an episode of The Agents with Sam Blond, founder and CEO of Monaco. According to [SaaStr](https://www.saastr.com/outbound-isnt-dead-ai-just-radically-changed-how-it-works/), the conversation concluded that outbound remains effective but has shifted from 2021 practices.

The source states that “Outbound is dead” claims are inaccurate. Spray-and-pray cadences no longer succeed.

Vercel launched a lead qualification agent in August 2025 that reduced a 10-person SDR function to one full-time employee in the US plus 20 percent of one person covering Europe and APAC. The agent costs $5,000 per year in infrastructure and tokens and requires 20 percent of one engineer to maintain. According to SaaStr, the change delivered a reported 32x ROI by replacing 10 salaries with compute while running 24/7.

The lead agent began as 20 percent of a single engineer’s time.

HubSpot Sales Blog published a primer on the sales prospecting funnel, a structured set of stages that convert leads into qualified opportunities.

Many sales teams invest heavily in pipeline management while leaving prospecting inconsistent or overly dependent on rep intuition.

On April 1, 2026, a new line item labeled inride – Trade Agent AI appeared in the Tier III co-op claim dropdown inside the Ford dealer portal. The entry treats an autonomous AI agent as a reimbursable marketing expense alongside billboard and radio placements.

Ford’s co-op program, older than the interstate highway system, had previously approved newspaper, television, internet, and digital retail expenses.

Sales reps spend an average of only 30% of their time actually selling according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/sales-operations-platform). The remainder goes to administrative tasks and chasing information. Fragmented systems undermine pipeline velocity and forecast accuracy.

A sales operations platform centralizes workflows for revenue teams. It unifies tasks under one interface for automation, process consistency, and analytics.

Seismic expanded its Aura Agents portfolio to support more revenue-team workflows across enablement, customer conversations and connected execution. The release includes nine new and enhanced agents that embed AI into daily work to address disconnected systems, manual reporting and inconsistent execution.

According to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/seismic-extends-aura-agents-across-gtm-workflows/53482/), Seismic has released the agents after a...

A vendor pitch centered on a migration roadmap that replaces an existing marketing automation platform with a new one and projects an 18-month timeline remains the dominant sales motion in martech. The 2025 MarTech Replacement Survey shows this approach diverging from buyer behavior.

Marketing automation held the most-replaced category for five straight years before falling from 31.1% to 19.4%. CRM replacements dropped to 9.7% from 22.1%, the lowest level recorded in the survey.

Legora reached $100M ARR in roughly 18 months selling to global law firms. Sierra hit a $100M ARR run rate in 21 months and works with 40% of the Fortune 50. Decagon tripled revenue year over year to roughly $35M by October 2025 and added more than 100 enterprise logos.

Siva Rajamani, CEO of Everstage, has reviewed 300+ enterprise compensation plans and states that 90% contain the same mistakes.

Sales compensation functions as the primary lever in go-to-market strategy rather than a back-office cost center. It serves as the connection between stated company intent and actual rep actions.

2X announced on June 10 the acquisition of Knownwell, an AIaaS platform specializing in agentic artificial intelligence engineering, commercial intelligence, and next-generation GTM systems. The transaction values the combined company at more than $400 million according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/2x-acquires-knownwell-to-build-the-first-gtm-human-agentic-services-company/53395/).

2X, a subscription-based B2B go-to-market services company,...

B2B revenue teams now deploy CRMs, marketing automation platforms, ABM tools, sales enablement software, and AI-powered forecasting engines, yet many organizations report that results lag behind the level of investment. The CRM remains half-populated, automation sequences run without monitoring, and AI features stay toggled off since implementation, according to Demand Gen Report.

Research from Netguru found that companies lose 20 to 30% of annual revenue due to disconnected data across CRM,...

Clozd’s Dani Talbot stated at B2BMX 2026 that revenue teams miss critical buyer signals when relying on internal assumptions. She presented a five-step process to turn customer feedback into business action and positioned AI-powered interviews as a scalable method to gather deeper buyer insight for sales, marketing, and product teams, according to [Demand Gen...

According to two new surveys released by Gartner at the Gartner CSO & Sales Leader Conference, B2B buyers now use an average of seven information sources during purchases, with 45% employing GenAI primarily to gather vendor and product information. Buyers reported a strong preference for low-friction experiences, as 67% favor a sales-rep-free process and 70% prefer a completely digital, self-service buying experience.

The Gartner survey of B2B buyers found that 69% prefer to validate...

Xactly launched its Fleet of Agents and Intelligence Studio to expand the Xactly Intelligent Revenue Platform.

The Fleet of Agents includes builder agents, workflow agents, and optimization agents. Early examples are the Incent Plan Configuration Agent and the Dispute Management Agent.

Revenue teams have added AI copilots, summaries, prompts, and workflow add-ons that accelerate pockets of the sales process. Gartner research found that 39% of chief sales officers say AI-focused sales initiatives have increased the percentage of sellers who meet or exceed quotas.

SalesboxAI launched a unified, AI-native GTM platform that uses copilots and specialized agents to coordinate marketing, SDR, and sales work from first signal to closed deal. The platform combines real-time intent signals, buying group intelligence, multi-channel outreach, and CRM-connected pipeline management to reduce tool sprawl and improve conversion speed, according to [Demand Gen...

AI recommendation engines rely on reviews, comparisons, and customer signals to decide which brands to surface. According to [MarTech](https://martech.org/customer-experience-outweighs-brand-in-ai-assisted-shopping/), these engines focus less on marketing narratives and more on customer experience when evaluating brands.

AI recommendation engines rely on repeated external signals to determine which brands feel trustworthy, reliable, and relevant to a specific prompt.

Chief Marketing Officers (CMOs) must use strategic solutions backed by reliable data to show the impact of marketing decisions on an organization's long-term financial strength and shareholder value, according to MarTech. The board's emphasis on metrics connected to revenue and profitability means CMOs should avoid discussions centered on vanity metrics like increases in social followers or website page views, which do not link to financial outcomes.

In a recent episode of Conversation with MarTech, Naman Khan, who serves as CMO at Reevo, discusses the growing shift from fragmented best-of-breed tech stacks to unified, AI-native operating systems within revenue teams. Khan, having previously worked for Salesforce and Dropbox, highlights how these stacks impose an integration tax due to brittle APIs that result in data loss and inefficient sales processes, according to...

Organizations have long treated enterprise content as a storage issue, organizing documents across shared drives, PDFs, presentations, and internal systems, according to [MarTech](https://martech.org/you-could-already-have-the-data-ai-needs-to-deliver-value/).

Marketing campaigns involve platforms, channels, and data flows, which can lead to alignment issues if not managed properly, according to [MarTech](https://martech.org/moving-beyond-silos-to-align-complex-customer-journeys/). Maintaining a broader operational perspective improves speed to market, conversion rates, and customer satisfaction, as martech practitioners work across organizational and technical boundaries to navigate systems, teams, and processes in silos.

In multi-channel journey...

Anthropic has crossed a $30 billion revenue run rate amid widespread deployment of AI agents in core workflows, but 82% of companies' CIOs admit they cannot govern these agents' actions, turning potential gains into liabilities. This situation highlights an unpriced liability operating at production speed, as described in the concept of the Shadow Ledger, a financial register that accumulates from AI agents making commitments without authority, contradicting outputs, or producing unexplained...

According to Demand Gen Report, B2B marketers have traditionally viewed conversion as a single event, such as clicking a 'Buy Now' button or handing off to sales, but this overlooks the broader evaluation process where buyers abandon deals due to issues like unclear pricing, slow pages, mandatory account creation, limited payment options, and procurement friction. Today’s buyers abandon transactions when these elements undermine confidence, as detailed in the report.

As martech, adtech, and sales tech converge into a unified revenue stack, B2B organizations are advised to restructure their RevOps teams to break down cultural silos while preserving functional expertise, according to MarTech. The source highlights that the traditional separation of marketing, advertising, and sales teams has created barriers, but integration requires new structures to ensure technology achieves its potential.

RevOps teams are evolving from roles focused on fixing reports or...

At the B2B Marketing Exchange (B2BMX) 2026, a panel moderated by Demand.com’s Rick Robinson and featuring experts Terry Arnold, Whitney Goldstein, and John Johansen addressed how B2B decisions increasingly involve committees rather than individual champions, as discussed in a session titled "Champion to Consensus: Practical Buying Group Coverage That Improves Conversion." The panel dismantled traditional approaches that rely on single leads, noting that deals often stall despite positive...

Xactly and ServiceNow have introduced the Dispute Management AI Agent as the first innovation from their AI-driven collaboration, focusing on streamlining compensation inquiries and workflows for sales teams. This integration, powered by the Model Context Protocol (MCP) and ServiceNow Now Assist, enables secure, real-time coordination between Xactly’s AI-powered revenue platform and ServiceNow’s conversational AI to automate end-to-end dispute processes, according to Demand Gen Report.

The...

Salesforce launched Agentforce Operations today, a new tool designed to use AI agents for automating back-office processes across systems such as email, ERP, and collaboration tools, according to [MarTech](https://martech.org/salesforce-launches-agentforce-operations-to-automate-back-office-work/). This addresses the issue where companies have modernized customer-facing experiences but face delays from manual back-office tasks.

Marketers are replacing SaaS tools with AI-built alternatives, resulting in increased vendor churn, as detailed in a recent MarTech article. Mid-market firms have experienced a 35% year-over-year decline in renewals for single-function martech tools, according to Chiefmartec & MartechTribe’s 'Martech for 2026 Report.' Chris Penn, co-founder and chief data officer at TrustInsights.ai, states that vibe coding makes software a complete commodity, with about 63% of its users being non-developers,...

The 2025 MarTech Replacement Survey indicates a broad-based drop in martech replacement activity, with marketing automation falling from 31.1% in 2024 to 19.4% in 2025, CRM decreasing from 22.1% to 9.7%, and email platforms dropping from 24.3% to 13.7%. This shift marks a departure from previous years of routine replacements, as reported in the survey.

At the Spring 2026 MarTech conference, participants in the MarTech Vibe Marketing Lab engaged in hands-on collaboration to create marketing tools for Harlem Grown, a nonprofit dedicated to urban farming and youth mentorship, where one team developed a story engine to transform a single impact story into various content pieces while maintaining consistent voice.

B2B sales teams lose deals when meetings get stuck in email threads, routed to the wrong rep, missed due to time zone issues, or dropped during handoffs. According to [HubSpot Sales Blog](https://blog.hubspot.com/sales/b2b-meeting-scheduling-tools), these friction points cause high-intent prospects to lose interest while reps spend time on coordination instead of selling.

A meeting scheduler tool for B2B sales connects calendars, availability rules, and prospect data.

Forrester published a blog post on January 15, 2026, outlining the GTM singularity as a convergence of buyer autonomy and AI that collapses traditional go-to-market fault lines.

According to Forrester Sales Insights, buyers now rely on AI-powered search, deploy AI agents, consult expanded buying networks, and make decisions before sellers enter conversations. The post states that this creates a state of unpredictability where traditional rules no longer apply.

SaaStr observed about 10 CROs leave or get fired in the past 12 months across startups connected to SaaStr Fund. AI contributed to some departures by creating tough times and slowdowns for many B2B companies. Some transitions occurred because the company outgrew the executive or the fit was not right from the start.

Forrester has opened nominations for the 2026 B2B Return On Integration Honors and B2B Programs Of The Year Awards, to be presented at B2B Summit North America 2026. Submissions close February 18, 2026, with winners recognized in late April in Phoenix.

The B2B Return On Integration Honors recognize organizations that aligned product, marketing, sales, and customer engagement goals, integrated two or more of these functions, and measured outcome-based results.

Shakeel Khan joined Forrester as principal analyst for revenue operations in October. The appointment follows seven years in sales roles selling car rentals, telecom voice and data solutions, and cybersecurity services.

Khan previously worked in sales operations and revenue operations at Neustar, Verisign, and several private equity-backed firms. He holds an M.S.

A SaaStr post provides stage-by-stage hiring guidance for B2B SaaS companies growing from zero to $10 million in annual recurring revenue. The guidance states that every hire has outsized impact with little redundancy in this range.

Founders should lead sales and close the first 10-20 customers to refine the pitch. Companies may hire 1-2 scrappy AEs or SDRs for lead gen support.

SaaStr states that most founders and VPs of Sales and CROs later wish they had specialized their sales teams earlier instead of using round-robin assignment across all leads. The publication advises splitting account executive teams by factors that drive efficiency for the specific business, such as geography, industry, company size, or deal size, and to begin specialization as early as possible.

SaaStr notes that splitting by company size works once a team has two or three sales reps hitting...

According to SaaStr, the timeframe to assess a new sales rep is 1.0 to 1.5 sales cycles. The publication states that leaders will often know the outcome sooner.

SaaStr reports that the best reps get on the board by closing 1 or 2 deals early, even if they do not hit quota immediately. If no progress appears in 0.5 to 1 sales cycles, the outcome rarely improves. The source notes that sales reps begin to lose confidence when early wins do not materialize.

SaaStr published guidance stating that when growth has slowed, a VP of Sales pushing to hire more reps is not the right approach 9.8 times out of 10. The post frames the request as a desperation move.

According to [SaaStr](https://www.saastr.com/dear-saastr-growth-has-slowed-and-my-vp-of-sales-is-pushing-me-to-hire-more-reps-is-that-the-right-way-to-go/), the request signals that the CRO or VP of Sales does not know what else to do and seeks to brute force results with more humans.

Consistency remains one of the biggest challenges in enterprise sales. This challenge has not changed in the Age of AI and may be worse because the best B2B and B2B+AI companies scale faster than ever. Faster scaling means more reps hired faster, which produces more B sales reps. In SMB sales the variance in rep performance appears in less than 30 days.

A SaaStr article states that companies can determine whether a new VP Sales hire will work out within 30 days by applying two specific tests focused on recruiting and team management.

The article explains that the majority of first VP Sales hires in SaaS companies do not remain in the role for 12 months. It asserts that the determination can be made in 30 days rather than waiting for revenue outcomes.

SaaStr published guidance for B2B SaaS founders stating that companies between $1m and $20m ARR need great VPs across roles to move the needle, noting that many founders have not yet worked with one.

Founders at $1m-$1.5m ARR typically conclude they must hire a VP of Sales to scale from a handful of reps to ten or more to reach $5m-$10m ARR.

After reaching $2m in ARR, B2B SaaS companies should begin specializing their sales teams rather than having all reps handle the same tasks, according to SaaStr.

SaaStr states that qualifiers should qualify as BDRs. Openers should open as SDRs. Closers should close as AEs. Retainers should retain as CS. Renewers should renew as CS or Accounting. Upsellers should upsell as AM or sometimes AEs. Managers should manage teams of 6-8 AEs and 8-10 SDRs.