AI agents for electronics manufacturers

EMS, panels & devices

Contract assembly, control cabinets, configured devices — every order a BoM and a deadline. We build and run the agents that clear what’s capping your output.

Custom agents and apps that cut costs and grow capacity — built and run for you, one bottleneck at a time.

What we build · EMS, panels, devices

Three factories. Three different bottlenecks.

Three bottlenecks we clear for electronics manufacturers. Each factory works its own way, and each app is composed to match.

the EMS shop’s quoting desklive

RFQ 2417 · CONTROLLER BOARD · ×500

Draft quote — ready to check

BoM
312 lines · 311 priced from live stock
Priced from
distributor APIs · your contract prices
Line 47 · U9 · MCU
NRND · last-time buy Q1 ’27

Goes out of life mid-run. Two alternates hold the margin:

drop-in · €4.12 · 6 wkrequal · €3.78 · stock

Assembly
214 SMT · 6 through-hole
Test
ICT + functional

€78.40 / UNIT · LEAD 6 WK

re-priced as stock moves

A customer’s RFQ, costed line by line — one call left for the estimator.

The EMS shop

The BoM prices itself

RFQs arrive as email threads with a 300-line BoM attached. Pricing one against real stock takes an estimator days — and the job often goes to whoever quoted first.

Now the same thread comes back as a costed draft — every line priced from live stock, alternates found for the parts going out of life.

the panel builder’s delivery promiseslive

REQUEST · MAIN DISTRIBUTION PANEL · ASK: OCT 2

A date, checked before it’s promised

W38W39W40W41
PANELS · WWTP
CABINETS · BOTTLING
RETROFIT · DAIRY
MAIN CONTACTOR
THIS PANEL

Oct 2 lands on two committed jobs — and before the contactor arrives. Oct 16 fits clean.

Promise Oct 16 — reply draftedAwaiting approval

Every promise checked against the floor and the parts calendar.

A date checked against the floor and the parts calendar, before it’s promised.

The panel builder

Dates that survive the parts market

Every cabinet is engineered to order. Dates get promised from a whiteboard — blind to the shop’s real load, and to the contactor that’s six weeks out.

Now the real load and the parts calendar are on one screen before anyone promises a date.

the device maker’s order intakelive

ORDER 8814 · CONTROL UNIT · ×120

Held at intake — revision changed

Ordered against
REV C · frozen 14 May
Released since
REV D · ECO-231 · 12 Aug

Two changes touch this order:

connector J4 → J5firmware v6 baseline

Exposure
120 units · none started
Update to rev D — customer note draftedAwaiting approval

Caught at intake — not on the line as rework.

An order against a superseded revision, caught at intake.

The device maker

Every order on the right revision

An ECO lands, the drawings move on — and orders keep arriving against last quarter’s revision. The mismatch surfaces on the line, as rework.

Now every order is checked against the live revision at intake — held, updated and confirmed before it reaches the floor.

01 / 03

See it on your own process — request a 30-min call

What we build

Ten things we build. You start with one.

Each is an app built for one job — agents do the reading, drafting and checking; your people decide. We build the one that clears your bottleneck first, and add the others when you’re ready.

  • Quoting desk

    from RFQ and BoM to sendable quote

  • Order intake

    PDF and email orders, confirmed

  • BoM & sourcing

    alternates, availability, lifecycle flags

  • ECO & revisions

    every order on the right revision

  • Configurator

    valid options, correct prices

  • Customer portal

    orders placed and tracked self-served

  • Scheduling

    load, capacity and sequence

  • Delivery promises

    dates checked against parts and load

  • Compliance & traceability

    certificates and serial history, on demand

  • Owner dashboard

    the numbers, live, in one place

  • Yours

    whatever your factory needs that isn’t listed here

From first call to live

We find it, build it, and run it for you.

  1. 01

    We find your bottleneck

    Two to three weeks. We work through how a job actually moves — from enquiry to delivery — and find the one step everything else waits on. What we find becomes the plan we build.

  2. 02

    You see it before we build it

    We design your system around that step, and you click through it before it’s built — while changes still happen on the drawing.

  3. 03

    You go live in weeks

    In production three to twelve weeks after you approve. We run it from there, and add the next app when you’re ready for it.

More goes through, with the same people.

That’s where the system pays for itself.

  • Everything in one place.

    The spreadsheets, the shared mailbox, the whiteboard — the work moves into one system.

  • Your people get their week back.

    The reading, re-typing and chasing between email, Excel and the ERP stops being someone’s job.

  • Room to take more on.

    With that step cleared, more work goes through the same team.

Next step

Tell us what’s capping your output.

Thirty minutes on a call. Tell us how a job moves through your factory today, and we’ll show you what we built for the factory that got stuck at the same step.