#revops

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 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.

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.