Hugiin
How we work

Three ways to start

Every engagement starts from industrial reality — not generic consulting. Pick the entry point that matches where you are.

10 minutes · Free

MIURA-KO Quick Check

You want a baseline before any conversation.

  • L0–L5 maturity score with interpretation
  • Per-dimension breakdown
  • Clear next-step recommendation
  • No commitment, no follow-up without your permission
Take the Quick Check
2–4 weeks · Fixed scope

Edge Twin Sprint

You have one workflow you want to rebuild with AI. You want proof, not promises.

  • MIURA-KO + Readiness Score (full 8-dimension)
  • Workflow Data Manifest: every step mapped
  • Agent Specification: purpose, autonomy tier, permission envelope
  • Working Edge Twin: agent cluster proven on your workflow
  • Governance hooks: kill switches, audit trails, escalation rules
  • 90-day operating plan
Start with a conversation
12 weeks · Strategic engagement

Full REWRITE

You want to rebuild your operating model. Multiple workflows, systematic governance, measurable transformation.

  • Everything in the Edge Twin Sprint, plus:
  • Full DRIVE/SHAPE scorecard across 10 dimensions
  • Intelligence Stack: all 6 layers + GOVERN/ASSURE
  • Multiple Edge Twins across priority workflows
  • Agent cluster architecture with handoff design
  • Leadership transformation: human-above-the-loop operating model
  • LEARN loop: measurement framework, iteration cadence
  • Board-ready transformation dashboard
Start with a conversation
Common questions

What to expect

How long before we see results?

An Edge Twin Sprint delivers a working agent cluster on one workflow in 2–4 weeks. This is not a pilot — it is a working system with governance. You see throughput improvement within the sprint, not after.

What does a typical engagement cost?

Every engagement is scoped to the workflow and the organization. The MIURA-KO Quick Check is free. An Edge Twin Sprint is fixed-scope with a clear deliverable. A Full REWRITE is a strategic program with defined phases. We discuss budget openly in the first conversation — no mystery pricing, no bait-and-switch.

Do you work with our existing IT systems?

Yes. The agent cluster sits alongside your existing stack. We do not ask you to rip anything out. The Edge Twin proves itself against the current workflow before any replacement happens.

What happens after the engagement?

You own the agent cluster, the specifications, and the architecture. We provide documentation, governance runbooks, and a transition plan. You can run it yourself, or we can stay on for continued iteration. No lock-in.

Start with a baseline

Ten minutes. No commitment. You get a clear MIURA-KO score and a recommendation for what makes sense next.

Take the Quick Check