https://insightnext.tech/insights Field notes on enterprise AI agents and Gemini Enterprise delivery. en-us Fri, 11 Sep 2026 00:00:00 +0000 https://insightnext.tech/insights/drift-rollback-and-cost https://insightnext.tech/insights/drift-rollback-and-cost Fri, 11 Sep 2026 00:00:00 +0000 Model drift, configuration drift and cost drift all show up quietly, until someone asks why. Here is how we pin, roll back and keep spend visible before that happens. https://insightnext.tech/insights/what-a-citizen-developer-platform-needs https://insightnext.tech/insights/what-a-citizen-developer-platform-needs Tue, 08 Sep 2026 00:00:00 +0000 Governance, environment, identity and guardrails have to be proven before the first non-engineer ships an internal app — not layered on after it already shipped. https://insightnext.tech/insights/runbooks-and-handover https://insightnext.tech/insights/runbooks-and-handover Wed, 02 Sep 2026 00:00:00 +0000 Handover isn't documentation plus a call. It's access narrowed, our own access removed, and a runbook proven against failures that actually happened — not ones we imagined. https://insightnext.tech/insights/evaluating-agents-before-pilot https://insightnext.tech/insights/evaluating-agents-before-pilot Mon, 31 Aug 2026 00:00:00 +0000 Unit tests, data invariants, business prompts and a faithfulness check each catch a different failure — and a demo can pass every one of them while a real question still breaks it. https://insightnext.tech/insights/first-enterprise-agent-should-be-recommend-only https://insightnext.tech/insights/first-enterprise-agent-should-be-recommend-only Mon, 24 Aug 2026 00:00:00 +0000 Write-back is where the risk is, and it is also where most of the value isn't. Start with an agent that tells people what to look at. https://insightnext.tech/insights/mcp-toolbox-pattern-for-agents-on-enterprise-data https://insightnext.tech/insights/mcp-toolbox-pattern-for-agents-on-enterprise-data Mon, 03 Aug 2026 00:00:00 +0000 Source system to BigQuery, curated views, MCP Toolbox on Cloud Run, an agent runtime with no database access of its own. Here is why each piece is there. https://insightnext.tech/insights/gemini-enterprise-rollouts-what-actually-takes-the-time https://insightnext.tech/insights/gemini-enterprise-rollouts-what-actually-takes-the-time Tue, 14 Jul 2026 00:00:00 +0000 It is not the AI. Across six rollouts this year, the schedule risk lived in identity, connector allowlisting and naming confusion.