Insights & Ideas

AI insights andideas

Insights, guides, and inspiration from the world of AI agents and automation

AI & AutomationStrategyInnovation
How to evaluate AI agents in production: RAG eval, LLM‑as‑judge, and live KPIs
evaluationRAG
Ship fast, measure faster. A practical framework for offline tests, online metrics, and safety checks that actually detect problems.
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Is your data ready for agents? The unsexy prerequisites that decide success
data readinessgovernance
Before you build the shiny thing, fix the pipes. A pragmatic checklist for identity, freshness, and governance.
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From copilots to agents: the enterprise shift and how to redesign work
AI agentsenterprise
Copilots assist. Agents act. Here’s how to restructure workflows, teams, and metrics to capture the gains safely.
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Co-building beats consulting for AI agents
Lab17co-building
Why we embed with your team so you can ship faster — and own the results.
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90 days to live value — roadmap or running agent
Lab17AI agents
Your 30/60/90 playbook to prove value fast and scale what works.
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