Operational Streamlining

Operational Streamlining

We build the agent frameworks others consume — bidirectional MCP, an owned multi-agent orchestration engine, guardrails — and you own the result. We do original engineering at the framework layer and hand you owned, shipped, tested code — source, tests, and all. No vendor lock-in: we hand you the result and you are free of us.

Maximo
Move off end-of-support Maximo 7.6 onto the Maximo Application Suite with the data intact, the platform stood up, the licensing right-sized, and the cutover de-risked. We lead with a fixed-scope readiness assessment, not a blank-cheque project.
Enterprise Asset Management
A focused ILP and AI asset-decision practice that turns repair-or-replace and capital-renewal calls into auditable, budget-constrained plans you own.
AI
We build agents that do work against your files, systems, and shell — autonomously, but governed. The agent runs unattended, yet every consequential tool call is screened before and after it runs, and risky operations pause for a human "yes." Safe autonomy on a runtime you own — agents that act, not chatbots that talk.
Platform
Make the bespoke platform AI-native from day one — provider-agnostic LLM seams, token-accounted message history, a guardrails pipeline, and a real agent engine with human approval gates. The engine is built; we co-build your specific workflows.

Proof is artifacts, not assertion

  • A Tutorial MCP server that passes the official SDK's own conformance suite — bidirectional, real protocol.

    Native engineering — built to the published protocol, handed over with its conformance tests.

  • A runnable multi-agent fan-out demo: our owned orchestration engine actually executes a fan-out then join.

    The engine is single-process / in-memory — we say so; the workflow runs, it is not a slide.

  • A live guardrails approval pause: a deterministic guard halts an agent action and waits for human approval.

    Deterministic guards, not ML classifiers — guardrails that actually gate, stated honestly.

Talk to us about your build