Observed Signal · Jul 8, 2026 · Market Signal · Source: Glean · Impact: 4/5
Glean AI Gateway: One control plane beneath every AI front door
Glean AI Gateway gives enterprises one governed layer beneath every AI front door, centralizing model access, MCP tool execution, observability, and policy so teams can control spend, enforce consistent security, and give every AI surface shared enterprise context.
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Recent verified developments and strategic activity across this market segment.
Market Logic's DeepSights MCP Now Generally Available
Market Logic Software announced the general availability of DeepSights MCP, a Model Context Protocol connection that integrates its market intelligence platform with enterprise AI assistants like Microsoft Copilot, ChatGPT, Claude, and Glean. This integration enables AI workflows to access accurate, cited market evidence, reducing the risk of generic AI providing incomplete information. It extends the reach of curated market knowledge from insights teams to all employees and AI workflows, ensuring business decisions are informed by evidence-backed insights. DeepSights MCP provides centralized governance and security by carrying user permissions from DeepSights into other AI assistants, and is available immediately to existing customers.
Advanced Evals Guide: Finding Hidden AI Failures
This article is a comprehensive guide on advanced evaluation (evals) practices for AI products, authored by Hamel Husain and Shreya Shankar. It emphasizes the importance of error discovery before writing metrics, contrasting it with product discovery. The authors outline a three-step process for effective error discovery using coding agents like Codex or Claude, highlighting the pitfalls of automation bias and criteria drift. They introduce an open-source 'evals skills' plugin that assists in trace review and clustering. The article cites real-world examples from companies like Shopify, Cursor, Ramp, and Harvey, demonstrating how evals have led to significant product improvements. The piece also discusses synthetic data generation and the importance of human-in-the-loop annotation, recommending a target of 100 traces for meaningful analysis.
Altimeter's Gerstner Criticizes AI Extinction Warnings
Altimeter Capital CEO Brad Gerstner dismissed AI extinction warnings as 'hyperbolic scare tactics' with a 'political agenda,' during an interview on CNBC's 'Halftime Report' on September 11, 2026. Gerstner, whose firm invests in AI companies like Anthropic, OpenAI, Glean, and Databricks, argued that the industry is already taking unprecedented safety measures, unlike the early days of the internet and social media. His comments followed a researcher's resignation from Anthropic, who accused AI companies of 'gambling with our lives' in the race to superintelligence. Gerstner emphasized that the negative discourse is detached from reality, noting that he has not seen such extensive safety investments in any new technology in his 25 years in Silicon Valley.
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