Revenue operations news, benchmarks, and strategic coverage for B2B SaaS.
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,...
2X appointed Emily Atkinson as Chief Client Officer and Drew Murphy as Chief Financial and Operating Officer. The subscription-based go-to-market services partner for B2B organizations made the announcements to expand its executive team.
Atkinson will lead the global client organization and unify strategy, execution, technology and AI as one GTM engine.
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...
B2B retention has traditionally been measured at the moment of renewal, yet renewal decisions are shaped long before a contract comes due as organizations face tighter budget scrutiny and expanding software portfolios.
According to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/the-demand-gen-engine-why-b2b-retention-now-depends-on-value-realization/53001/), customers must now justify every vendor relationship in terms of measurable outcomes.
The Gainsight Customer...
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...
A new Gartner study reports that AI tools save sellers an average of 4.8 hours per week, yet 72% of sales organizations report low reinvestment of those savings into high-value activities.
The survey of 210 CSOs and senior sales leaders found AI delivering efficiency gains while most organizations leave the added capacity unused. The findings were released at the Gartner CSO & Sales Leader Conference held May 19-20, 2026 in Las Vegas.
A new Gartner report finds that AI tools deliver measurable efficiency gains for sales organizations, saving sellers an average of 4.8 hours per week. The survey of 210 CSOs and senior sales leaders, conducted in the first two months of the year, shows that 72 percent of sales organizations report low reinvestment of those time savings back into high-value sales activities.
Marketers obtain better results from large language models when they challenge outputs instead of accepting them directly. According to MarTech, an experiment described in The Wall Street Journal tested AI alone, humans alone, and hybrid teams on one-hour predictions of real-world events drawn from Polymarket scenarios. Pure AI models outperformed human-only groups but trailed prediction market benchmarks.
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.
Greenfire Strategy, a Cleveland-based B2B marketing and revenue growth consultancy, has acquired 21b Consulting, according to Demand Gen Report. The acquisition integrates 21b's expertise in HubSpot implementation and revenue operations with Greenfire's brand, content, and demand generation capabilities to strengthen growth strategies for mid-market companies.
The move brings together two HubSpot-native teams, allowing Greenfire to deliver a more complete path from strategy to execution for...
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...
Artificial intelligence now dominates conversations in B2B sales, with every conference panel, board meeting, and vendor pitch questioning how quickly it can accelerate growth, according to Demand Gen Report. However, behind this excitement, AI is not fixing most sales organizations and instead exposes weaknesses that already existed, as many leaders fail to address foundational issues.
Many AI decisions in B2B sales are reactive rather than strategic, with companies rushing to deploy tools...
Organizations have long treated enterprise content as a storage issue, with documents organized and archived 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/).
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/).
The Open Semantic Interchange (OSI) standard is positioned to unify fragmented data in Account-Based Marketing (ABM), enabling coordinated experiences across tools, according to [MarTech](https://martech.org/how-osi-could-finally-fix-abms-biggest-data-problem/).
Organizations have built large libraries of customer research, campaign data, transcripts, and institutional knowledge stored in shared drives, PDFs, presentations, and internal systems, according to [MarTech](https://martech.org/you-could-already-have-the-data-ai-needs-to-deliver-value/). Teams often search through folders and reopen old reports to piece together information manually across disconnected systems, making it difficult to use existing data efficiently when decisions are needed.
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...
Twilio announced a new conversation layer today at SIGNAL 2026, comprising three components designed to connect data, channels, and both human and AI agents for a continuous customer experience, addressing fragmented interactions across chat, voice, and email.
At Forrester's B2B Summit North America, the firm presented research from 'The GTM Singularity Is Here,' calling for B2B leaders to abandon outdated practices and adopt a customer-obsessed go-to-market (GTM) approach that leverages AI for enhanced buyer engagement and cross-team collaboration, according to Demand Gen 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...
This week's updates in AI-powered martech, as reported on April 30, 2026, show companies shifting AI from analysis to execution across various tools, including adMarketplace placing ads in AI search responses and Braze automating campaign decisions. According to MarTech, these developments involve Braze adding features to coordinate marketing tasks and ASAPP introducing agents for customer service tasks.
This week's updates, dated April 30, 2026, demonstrate AI's rapid shift from analysis to execution in martech, with companies like adMarketplace and Braze releasing tools that integrate AI into search responses and marketing automation, according to [MarTech](https://martech.org/the-latest-ai-powered-martech-news-and-releases/).
adMarketplace released a tool that places advertisements within AI search engine responses, using a machine learning model to match commercial results with user query...
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,...
IAB Tech Lab is updating OpenRTB to address the growing need to define live content in programmatic channels, announcing new attributes for describing live content and refinements to substitution macros. These changes, now open for public comment through late May, aim to reduce ambiguity in the bidstream as connected TV (CTV) and real-time inventory expand, according to [MarTech](https://martech.org/iab-tech-lab-updates-openrtb-to-better-define-live-content/).
Marketers are replacing SaaS tools with AI-built alternatives, which is driving churn and altering where value resides in martech, as detailed in a recent analysis. Mid-market firms have experienced a 35% year-over-year decline in renewals for single-function martech tools, according to reports cited in the article.
Mid-market firms have experienced a 35% year-over-year decline in renewals for single-function martech tools, as marketers increasingly replace these with AI-built alternatives, according to data from Chiefmartec & MartechTribe’s 'Martech for 2026 Report'. Chris Penn, chief data officer at TrustInsights.ai, notes that vibe coding makes software a commodity, with about 63% of its users being non-developers, based on Superframeworks’ 'Vibe Coding Tipping Point 2026' report.
HubSpot released 15 updates in March 2026 that focus on increasing flexibility in automation, workflows, and CRM management, addressing previous limitations for managers and admins. These changes allow teams to adapt HubSpot more precisely to their business operations, particularly in areas like timing logic and data structure, according to [MarTech](https://martech.org/15-hubspot-updates-from-march-2026-managers-and-admins-need-to-know/).
Today's buyers are researching independently, comparing options, and forming opinions before engaging with sales, while Google AI Overviews now appear in searches for commercial and transactional intents. This means the first interaction with a brand might be a synthesized answer from multiple sources rather than direct engagement, requiring brands to compete for inclusion in AI-generated responses early in the process, according to MarTech.
In an AI-influenced search environment, brands must...
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.