RAG systems, multimodal platforms, agent-based automation and robotics integrations for manufacturing — delivered as three fixed-fee engagements, built on the open-source ERAG platform. No open-ended retainers. No science projects.
Fixed fee · $5K → $15K → $25K · the audit credits toward a build
Four disciplines, one team — and one platform underneath, so what we prototype is what you run in production.
Retrieval that actually grounds the answer — hybrid BM25 + dense + rerank, access control enforced inside the index, every answer citing its source.
PDFs, scans, images, audio and video turned into searchable, answerable knowledge — one platform across every document type your teams touch.
Agents that don't just answer but act — multi-step tool use governed by policy, with human-in-the-loop approvals and a receipt on every decision.
AI that reaches the floor — SOP-grounded line assistants, predictive maintenance from manuals + telemetry, and governed bridges to MES / SCADA / OT and robotics.
Every engagement is fixed-fee and time-boxed. Start where you are — the audit de-risks the build, and its fee is credited toward whichever build follows.
$5,000
fixed fee · 2–3 weeks
Know exactly where AI pays off at your company — before you spend a dollar building it.
For leaders who know ai matters but need a clear, defensible plan — not a science project.
$15,000
fixed fee · 4–6 weeks
A production RAG system on your own documents — cited answers, access control, live in weeks.
For teams ready to build: you have the documents and a clear use case, and you want it in production, not in a slide.
$25,000
fixed fee · 6–10 weeks
Agents that do the work — from cited answers to real actions, all the way to the factory floor.
For organizations that want ai to act, not just answer — automating workflows, deploying governed agents, and integrating the systems (and machines) that run the business.
A ladder, not a lock-in. Climb only as far as the value justifies.
Two–three weeks to map your data, use cases and risk, and hand you a costed roadmap. Credited toward a build.
Four–six weeks to ship a production RAG system on your documents — cited, access-controlled, evaluated.
Six–ten weeks to add governed agents, workflow automation and systems (and robotics) integration.
Everything runs on the open-source ERAG platform. You own the system, you can self-host it, and you're never locked to a single model, embedder or vector store — so there's no cliff between the engagement and the years after it.
Book a call. We'll ask a few questions about your documents, systems and goals, and point you to the smallest engagement that gets you there — or tell you honestly if it's not a fit.