Build vs Buy AI Agents: A Practical Decision Framework
A practitioner’s guide to build vs buy AI agents. Compare options, see a decision matrix by workflow risk, and get concrete “pick X if” recommendations.
8 min read
Slack AI Agents
Slack-native AI agents that act on your stack
Custom Slack bots that read your warehouse, watch your GitHub, draft PRs, generate weekly reports, and alert on anomalies — all from a thread.
The work
Your team already lives in Slack. We meet them there with agents that don't just paste links — they actually run queries, open PRs, post charts, and explain anomalies in plain language. Built on the models you already pay for, scoped to the data you already trust.
Outcomes
- Self-serve analysis for non-technical stakeholders (in Slack)
- Anomaly alerts with context, not just thresholds
- Weekly/monthly reports drafted automatically, reviewed by humans
- PR review bots that catch dbt-style violations before a human looks
- Knowledge base lookups grounded in your dbt docs and notion/wiki
What you get
- Production Slack app with OAuth + permissions reviewed
- Agent skills tailored to your warehouse + tools
- Eval suite so you know when behavior drifts
- Cost + usage dashboard
Further reading
All articles →Snowflake Cortex Analyst: Production Readiness Beyond the Demo
A practitioner’s guide to making Cortex Analyst reliable: semantic model design, verified queries, ambiguity handling, evaluation and rollout, and cost controls.
9 min read
Business Intelligence Slack Bot with AI You Can Verify
How to build a verifiable BI Slack bot: metrics grounding, identity and RLS, clarifying questions, SQL citations, guardrails, formatting, feedback, and a pilot scope.
6 min read
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