Hands On Analytics

Built by Operators. For Operators.

Most organizations don’t have an AI problem. They have an architecture problem.

We’ve spent years building production AI systems across government procurement, commercial operations, field services, and enterprise automation — simultaneously, across every vertical, every stakeholder level. From field crews to C-suites.

What we build: governed multi-agent platforms with human-in-the-loop approval workflows. On-premises AI inference environments where nothing leaves the building — addressing the data sovereignty question that stops most enterprise deployments before they start. MCP server integrations, agentic pipelines, and webhook automation connecting systems that weren’t designed to talk to each other.

18 Anthropic certifications. Earned in production, not a classroom.

The organizations that figure out enterprise AI first aren’t necessarily the biggest or the best funded. They’re the ones who stopped forcing consumer-grade AI frameworks into enterprise problems — and found the right architecture instead.

We work with a very small number of organizations on exactly this.

If you’re building something serious — or trying to figure out why what you’ve built isn’t working — let’s talk.

For full service engagements, government contracting, and custom software development — visit handsonanalytics.net

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