An AI Agent Evaluation Framework for Production Workflows
A practitioner’s framework to evaluate agents that touch production: build real-workflow evals, score execution, safety, latency, and cost, and monitor in prod.
12 min read
Internal AI Platforms
Your company's own AI platform, end to end
We build the internal AI platform your team will actually use — connected to GitHub, Jira, Snowflake, Notion, Linear, and Slack. Writes code, reviews PRs, generates reports, runs ops workflows.
The work
Off-the-shelf AI tools stop at the boundary of your data. We build the agentic platform that crosses it — with auth and audit baked in, scoped permissions, and human-in-the-loop where it matters. Patterns we've shipped in production, tailored to your org.
Outcomes
- One Slack-native interface for engineering, ops, and analytics
- Agents that can read and write across your tool stack with auditable actions
- Per-team scopes and approval workflows
- Eval + observability so you know what's working
- Cost controls that scale with your usage
What you get
- Architecture and security review
- Production deployment on your cloud (or ours)
- Connector library for your integrations
- Admin console + audit log
- Quarterly roadmap reviews
Further reading
All articles →Snowflake Cortex Cost: Model It Before You Scale
Your Cortex bill spiked or you’re about to roll it out. Here’s the fastest diagnostic and a practical cost model—tokens, serverless services, and warehouse compute—plus guardrails.
5 min read
Enterprise Text-to-SQL: What It Takes to Trust the Answer
A practitioner’s guide to shipping enterprise text-to-SQL that answers correctly in production—semantic grounding, approved joins, metrics, permissions, cost controls, and a concrete evaluation plan.
8 min read
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