Resources

Field notes from agentic workflow operators.

Patterns, deployment models, and lessons learned from real implementations. Written for operators evaluating where AI earns its keep — and where it doesn't.

Articles

Recent writing.

Intake · 10 min read

How agentic workflows automate client intake — one industry example

How agentic workflows handle qualification, conflict checks, and acknowledgment in a regulated professional-services context. Patterns generalize beyond legal — to any high-trust SMB operation where intake quality drives revenue.

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Architecture · Coming soon

When to deploy on-premises: the privacy-boundary decision

Cloud, hybrid, or edge — what actually drives the choice for regulated trades, professional services, and finance operators.

Coming soon
Operations · Coming soon

Workflows are entities, not deployments

Why treating each workflow as a versioned, assignable entity is the structural shift that makes agentic systems safe in production.

Coming soon
Cost · Coming soon

Budget caps before bill shock: how we govern AI spend

Per-firm budgets, per-job ceilings, anomaly detection at 2× baseline, and the API-call preflight that prevents silent overspend.

Coming soon

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