The Margin LabsThe Margin Labs

For specialist and precision manufacturers

Quoting and planning still depend on the same five people. That is your AI problem.

We build a free, costed AI Specialist Manufacturing Roadmap that shows where AI takes load off your most experienced people without losing the engineering judgement that makes you specialist.

Get my free AI Profit Roadmap

Founders' verified track record

  • £65mbuilt from zero
  • +£7.5mcash flow
  • 3 to 5xvolume, no new hires
  • 20+ yrscross-industry
  • ERP Gold PartnerFeb 2026
See the work →

Recognise yourself

If any of this sounds familiar, the call is worth it

  • Quoting depends on a small number of people who can read the drawings and remember the precedents.
  • Production planning, purchasing and WIP visibility live in spreadsheets that nobody fully trusts.
  • Quality and rework data is fragmented across systems and never quite agrees.
  • When your most experienced estimator is on holiday, quotes slip by a week.

The offer

The free AI Profit Roadmap for Specialist Manufacturers

A discovery call followed by a focused deliverable. No pitch.

  • 45-minute discovery call with the founders

    $400value

  • Current-state read of quoting, planning and quality workflows

    $800value

  • Three named quick wins for your specialist manufacturing ops, week-one actionable

    $600value

  • The costed AI Profit Roadmap (priority-ranked opportunities, payback estimates)

    $2,000value

  • An honest No-Go List (where AI is not the answer yet)

    $300value

  • Architecture fit note for your current systems and quality data spine

    $600value

  • AI Governance Starter (acceptable-use policy template)

    $300value

Total value

$5,000

Yours free.

Get my free AI Profit RoadmapNot ready to book? See a redacted sample roadmap →

Relevant case study

From the founders' track record.

AI-Assisted Delivery & Requirements

AI + ERP

Challenge

Discovery information was high-volume, inconsistent and hard to convert into delivery-ready backlog items, slowing every ERP implementation down.

What was built

Redesigned requirements collection using AI voice-to-text, trained model workflows and structured prompts, translating stakeholder language into Gherkin-style user stories, acceptance criteria and tasks.

Outcome

  • Faster backlog creation
  • Traceable requirements
  • Clearer client validation
  • Practical AI, not novelty

Common questions

Things people ask before booking

  • Our estimators are skeptical of AI. Will they accept this?

    Yes, because the roadmap targets the parts they hate doing (data entry, rule-lookup, similar-job retrieval). Engineering judgement stays with them.

  • We are mid-ERP-selection. Should we wait?

    No. The roadmap helps you choose ERP with eyes open. We will say on the call whether to wait or proceed.

  • How long does the call take?

    Thirty to forty-five minutes.

A simple guarantee

If we cannot map at least three quick wins for you on the call, you walk away with a written referral to a more relevant specialist. No charge, no hard feelings.

Book the call. Keep the roadmap.

Thirty to forty-five minutes. We deliver your The free AI Profit Roadmap for Specialist Manufacturers within a week.

Get my free AI Profit Roadmap