PRODUCTION AI SYSTEMS

Turn AI ambition into systems your business can run on

Harnessloop designs, deploys, and maintains production-grade AI that integrates with existing infrastructure and meets security and scalability requirements. For teams moving past experiments into daily use.

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PoC to productionAI-native engineeringAI workflow automationIntake and RFQLegacy modernizationEvals and monitoring
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PoC to production

We rebuild the fragile parts of a working prototype, connect live data and business systems, and add security, evals, monitoring, and recovery before staged rollout.

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AI-native engineering

One governed AI SDLC for the whole team: controlled repository access, automated tests and reviews, audit trails, and engineers keeping the coding tools they prefer.

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Operational AI workflows

Agents and automation built around the point where progress currently stops, from manual back-office steps to intake and RFQ handling that runs every day.

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Legacy modernization

Modernize a legacy system with AI-assisted delivery, then reuse the same governed workflow for every future change.

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LlamaIndexDeployment Partner
MicrosoftPartner

Built as an AI-native company, not a conventional agency with AI added on.

Bring the workflow that needs attention

Describe where progress stops today and we will come back with how we would take it live.