Services / Integration & Development

Build the systems that actually do the work

This is where strategy becomes software. We design and build the agents, integrations, and infrastructure that turn your roadmap into running systems — custom where custom is warranted, off-the-shelf where that is the smarter call.

Agentic Workflow Automation

Rather than automating a single step in a process, we build agents that own a full workflow: qualifying a lead, drafting and sending a follow-up, extracting structured data from an inbound document, and routing the result to the right system. These agents are scoped tightly, monitored continuously, and built with clear escalation paths to a human when confidence is low.

What you get

  • End-to-end automation of a defined multi-step workflow
  • Built-in confidence thresholds with human escalation paths
  • Audit logging so every agent action is traceable after the fact
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Custom LLM Implementation

We set up dedicated instances of leading models, tuned and grounded against your own internal documentation, support history, and operational data. The result behaves like an expert employee who has read everything your company has ever written, without exposing your proprietary data to public training pipelines.

What you get

  • A private model instance grounded in your internal knowledge base
  • Access controls scoped to the right teams and data boundaries
  • A measurable reduction in time spent searching for internal information
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API & Middleware Development

Most businesses don’t have a clean-slate problem — they have a 12-year-old ERP system that needs to talk to a modern AI layer. We build the middleware and API integrations that bridge the two without a disruptive rip-and-replace, including real-time connections via WebSockets where a synchronous request-response pattern is too slow for the use case.

What you get

  • A working integration layer between legacy systems and AI tools
  • Real-time data flows where the use case requires them
  • Documentation your internal team can maintain after handoff
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Database Vectorization

Your manuals, contracts, support tickets, and internal wikis are sitting as static text — unreadable to AI in any useful way. We convert this material into vectorized, semantically searchable stores, so an AI system can retrieve the exact right passage from thousands of documents in milliseconds, accurately cited back to its source.

What you get

  • A vectorized knowledge base built from your existing documentation
  • Retrieval pipelines tuned for accuracy over raw recall
  • Source-cited responses so answers can always be traced and verified
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Ready to talk specifics?

Tell us about your business and we'll point you to the right starting tier.

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