Discipline 04

AI / IoT / Decentralized/On-Chain Systems

AI and emerging technology, applied only where it pays off.

On the AI side, we build useful agents, private knowledge search over your own documents (retrieval-augmented generation, or RAG), and automated workflows that take repetitive work off your team. We help choose the right model for the job and keep your data private.

We also connect IoT devices to the systems that use their data, and build smart contracts and wallet-connected apps for the cases where a shared ledger, not a database, is the right answer. If a simpler approach solves the problem, we will say so.

  • AI Agents
  • RAG
  • LangGraph
  • Solidity

A good fit if

  • Your team spends hours on repetitive work that follows clear rules.
  • Staff struggle to find answers buried in documents, tickets, or email.
  • You want to add AI features to a product but need them to be reliable.
  • You collect device or sensor data that is not reaching the people who need it.
  • You are exploring smart contracts and want an honest view of whether they fit.

What's included

  • AI use-case assessment and model selection
  • AI agents and automated workflows
  • Private knowledge search (RAG) over your own content
  • IoT device data pipelines into your systems
  • Smart contracts (Solidity) and wallet-connected apps
  • Guardrails, testing, and monitoring for AI features

What you have at the end

  • AI and automation tied to a measurable business result
  • Your data kept private and under your control
  • A clear view of where emerging technology does and does not fit

How an engagement works

Every project starts with a two-week Discovery.

Discovery is a fixed-fee engagement, starting at $6,000, that ends in a priced, scoped plan. From there, work runs in two-week sprints with weekly demos, and finishes with runbooks and training so your team owns the result. One accountable partner stays responsible from start to handoff, with delivery from our team of 40+ engineers, integrators and operators across North America, Europe and Asia.