#saas

G2 has released new product capabilities to help MarTech software companies build trust in the era of AI-driven buying, including tools like the Model Context Protocol (MCP) powered by Claude, according to Demand Gen Report. These features aim to enhance AI-driven buying with trusted data signals, as B2B buyers increasingly rely on AI search for software evaluation.

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/).

Twilio announced three new platform capabilities today at SIGNAL 2026 to address fragmented customer conversations, aiming to connect data, channels, and both human and AI agents into a single, continuous experience, according to [MarTech](https://martech.org/twilio-launches-conversation-layer-to-unify-ai-and-human-interactions/).

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 three new platform capabilities at SIGNAL 2026 to address fragmented customer journeys, where users repeat information across channels like chat, voice, and email, according to [MarTech](https://martech.org/twilio-launches-conversation-layer-to-unify-ai-and-human-interactions/).

Anthropic has reached a $30 billion revenue run rate driven by companies integrating AI agents into their core workflows, yet 82% of those companies' CIOs admit they lack the ability to govern what these agents are doing, according to MarTech. This situation represents an unpriced liability accumulating at production speed, manifesting as the Shadow Ledger—a financial register that tracks AI agents making commitments without authority, contradicting other agents' outputs, or producing...

Anthropic has reached a $30 billion revenue run rate through companies integrating AI agents into core workflows, but 82% of those companies' CIOs admit they lack the ability to govern what the agents are doing, according to [MarTech](https://martech.org/ai-risk-management/). This governance shortfall creates unpriced liabilities that accumulate as AI agents make commitments without authority, contradict other agents' outputs, or produce decisions that cannot be explained.

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.

Anthropic has reached a $30 billion revenue run rate through companies deploying AI agents into core workflows, yet 82% of those companies' CIOs admit they cannot govern what those agents are doing, according to [MarTech](https://martech.org/ai-risk-management/).

Twilio launched a new set of platform capabilities at SIGNAL 2026 to address fragmented customer conversations that fail to carry context across interactions, according to [MarTech](https://martech.org/twilio-launches-conversation-layer-to-unify-ai-and-human-interactions/).

As AI lowers barriers to building custom tools and challenges the per-seat SaaS model, companies are reassessing which platforms remain essential in their stacks, according to MarTech. This shift, referred to as the 'SaaSpocalypse,' involves replacing software vendors and IT services with AI-enabled alternatives, prompting marketers to evaluate affiliate marketing's role.

Affiliate marketing is not merely a channel but a portfolio of strategic partnerships that demands constant calibration,...

As AI reshapes martech by enabling companies to replace software vendors and IT services with custom tools, affiliate marketing remains an area where technology alone falls short, according to MarTech. Despite an average return of 12 to 15 times spend for affiliate programs, many companies treat them as set-and-forget channels, which backfires as per the source material.

Affiliate marketing is not merely a channel but a portfolio of strategic partnerships that demands constant calibration,...

Affiliate marketing continues to demand human expertise even as AI transforms the martech landscape, according to MarTech. Companies are replacing traditional software vendors with AI-enabled tools, and marketers are reassessing their tech stacks as AI lowers barriers to custom tool development.

Marketers are increasingly replacing SaaS tools with AI-built alternatives, resulting in a 35% year-over-year decline in renewals for single-function martech tools among mid-market firms, 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 commodity, with 63% of its users being non-developers, as per Superframeworks’ “Vibe Coding Tipping Point 2026” report, allowing...

The 2025 MarTech Replacement Survey indicates a significant drop in replacement rates for key martech categories, 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 declining from 24.3% to 13.7%, according to [MarTech](https://martech.org/martech-replacement-is-slowing-and-that-changes-everything/).

The 2025 MarTech Replacement Survey reveals a sharp drop in replacement activity for major martech categories, with marketing automation falling from 31.1% in 2024 to 19.4% in 2025, CRM declining from 22.1% to 9.7%, and email platforms decreasing from 24.3% to 13.7%, according to [MarTech](https://martech.org/martech-replacement-is-slowing-and-that-changes-everything/).

The 2025 MarTech Replacement Survey indicates a broad-based decline in replacement activity across major martech categories, with marketing automation dropping from 31.1% in 2024 to 19.4% in 2025, CRM falling from 22.1% to 9.7%, and email platforms decreasing from 24.3% to 13.7%, according to [MarTech](https://martech.org/martech-replacement-is-slowing-and-that-changes-everything/).

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.