Agentic AI for engineering-driven manufacturers

Your engineers answer faster when their AI is grounded in validated expertise — not guesses.

North Arc Engineering builds agentic AI decision workflows for engineering-driven manufacturers — trained on your products, your data, and your senior experts' judgment, and validated before your team relies on them.

10 wks
One working workflow, live with your team
100+
Golden Q&A pairs, verified by your experts
140+
Subject-matter experts supported at scale

The problem

The bottleneck every engineering company knows

Key decisions queue behind the same few senior experts:

  • Can we quote this job?
  • Will this design survive the customer's environment?
  • Which test plan applies here?
  • What did we learn the last time this failed?

Customers wait, quotes slip, juniors interrupt seniors — and the judgment behind those answers sits in a handful of heads, much of it approaching retirement. Generic AI tools don't fix this: they index what's written down, and in engineering, a plausible-but-wrong answer is worse than none.

In engineering, a plausible-but-wrong answer is worse than none.

How it works

The Engineering Decision Accelerator

A 10-week pilot that puts one working decision workflow in your team's hands:

  1. 01Pick the decision that costs you the most waiting time — application-engineering responses, quote feasibility, test-plan selection — and map the expert knowledge behind it.
  2. 02Capture the expertise. Structured extraction from your senior engineers — design rules with the “why” attached, failure histories, application lore — combined with your product data and customer requirements.
  3. 03Build the agentic workflow that walks the decision the way your best engineer does — reasoning and sources shown — running on the AI tools you already use. Nothing proprietary locks you in.
  4. 04Validate before anyone relies on it. 100+ golden Q&A pairs verified by your own experts and a measured accuracy score. Your engineers see evidence, not promises.

Built-in byproduct: your retiring experts' judgment, captured and validated before it walks out the door.

  • 01 · Assessment

    Decision Workflow Assessment

    $7,500

    2 weeks · credits toward the pilot

    Pick the highest-value decision, map the knowledge behind it, get a delivery roadmap. Credits toward the pilot.

  • 03 · Ongoing

    Expand & Keep Trusted

    $3,000/mo

    Continuous expansion & re-certification

    New decision workflows, fresh golden Q&A, accuracy re-certification as products and tools evolve.

Why North Arc

Someone who can judge whether the engineering answer is right — and ship the AI that gives it.

Most AI consultants can't judge whether an engineering answer is right. Most engineers have never shipped an AI system. North Arc's founder has done both: a PhD in computational mechanics with 10+ years in electronics reliability, FEA, and shock & vibration qualification — and architect of an award-winning agentic AI decision platform at a Fortune 100 enterprise hardware company, scaled to 140+ subject-matter experts and 260+ engineers with expert-validated Q&A as the trust mechanism.

  • PhD, Computational Mechanics
  • IEEE Senior Member
  • 10+ yrs electronics reliability & FEA
  • Enterprise agentic AI, deployed at scale
  • Multiple patents filed
  • Minnesota-based

Start with 20 minutes

Tell me which decision your team waits on most.

I'll tell you honestly whether this fits — no pitch, no obligation.