What accuracy can we expect on our specific SKUs?

Strambotix's Zero-Shot Part Recognition engine trains on a new SKU from just 14 reference images, and customer production cells have averaged 93.4% mean first-pass pick accuracy under A3 audit. We provide a measured accuracy benchmark on your actual parts during the Discovery Walkthrough, not a generic brochure number.

Can the platform be retrofitted onto an existing brownfield line without shutting it down?

Yes. The average deployment-to-first-part time across the last 200 brownfield retrofits was 11 days, and Strambotix cells are designed to drop into existing conveyors, PLCs, and MES endpoints with documented adapters for Allen-Bradley, Siemens, and Beckhoff. Most retrofits happen during planned maintenance windows.

How long does operator training take?

Operator training follows the MSSC-certified Strambotix curriculum and typically runs two to three days for line leads, with one-day cross-training for floor operators. No PhD-level robotics expertise is required to run a deployed cell day-to-day.

Does the system integrate with our existing MES, ERP, and WMS?

Strambotix ships native connectors for SAP, Oracle, and Rockwell FactoryTalk, plus REST and OPC-UA endpoints for custom integrations. The Solutions Engineering team scopes integration work in the Discovery Walkthrough so there are no surprises at commissioning.

What cybersecurity and compliance posture does the platform carry?

Strambotix is the only US-based robotics vendor with dual ISO 13849 (functional safety) and AS9100D (aerospace quality) certifications on a single platform. Edge compute runs on-device, network exposure is minimized by design, and we provide SBOMs and a documented secure-update process to your IT team on request.

What does 'deployment' actually mean — and what does Strambotix own end-to-end?

A Strambotix deployment is owned end-to-end by our Field Application Engineers: cell design, mounting, calibration, vision training on your SKUs, MES wiring, operator training, and 90 days of post-go-live support. You get a single accountable team rather than a stack of subcontractors.

DEPLOYMENT REGISTRY · FY2022–FY2024

1,840+ production cells. Named operators. Audited numbers.

This is not a testimonial wall. It is the registry of every Strambotix deployment we will put on the table with your steering committee — with the exact accuracy, first-part, and integration-time figures measured on each line, not the marketing ones we wish we had.

BOOK A DISCOVERY WALKTHROUGH JUMP TO CASE STUDIES

All figures below audited by A3 (Association for Advancing Automation) or measured directly against customer MES data, FY2024 cohort of 340 deployments.

FORTUNE 500 FOOTPRINT · 9 OF THE TOP 50 INDUSTRIALS

Named deployments, not logo placeholders.

Strambotix vision systems are currently live in production cells at nine Fortune 500 industrials. The logos below are the ones we can name in writing — three more remain under NDA pending renewal.

2,147 lines live · uptime 99.94% rolling 90-day

JOHN DEEREWeld-cell vision · 14 sites
GE AEROSPACETurbine blade inspection
TOYOTA MHSortation & ASRS
CATERPILLARCastings QC · 6 sites
HONEYWELLAerospace fastener pick
EMERSONValve subassembly
PARKER HANNIFINHydraulic fittings
DOVER CORPRefrigeration line QC
ILLINOIS TOOLFastener dimensional

11Countries shipping today

186Engineers, architects & FAEs

$41.2MARR · Q4 2024

412%Revenue growth · FY22–FY24

CASE STUDIES · MEASURED PRODUCTION RESULTS

Three cells. Three KPIs a steering committee will defend.

Every figure below is taken from the customer's own MES export — none are simulation results, lab demos, or single-shift pilots. Each card leads with the number a buyer has to defend in the room.

Robotic weld cell inside a John Deere agricultural equipment factory

FEATURED · AUTOMOTIVE/AG HEAVY

71% Cut in vision-system integration time vs. incumbent integrator baseline
96.1% First-pass pick accuracy on mixed-SKU weld runs
9d Site survey to first good part on cell #7
14 Reference images per new SKU — Zero-Shot training

SITEWaterloo, IA · 14 cells

SCOPEWeld seam inspection + pick-and-place

GO-LIVEQ3 2024 · 11-week phased rollout

CERTIFICATIONSISO 13849 · AS9100D

Aerospace turbine blade inspection station with machine vision camera

94.8% Defect recall on leading-edge micro-cracks

3.2× Throughput vs. legacy human-stare inspection

Augmented inspection — flagged-part triage only, human remains the disposition authority.
AS9100D quality system — single platform carrying both ISO 13849 and AS9100D, no parallel stack.
No fenced cage — collaborative-rated cell, operator floor space preserved.

Automated storage and retrieval sortation aisle inside a parts warehouse

88.6% Pick accuracy on 14,000-SKU wall

6wks Install-to-throughput parity vs. 9-mo incumbent plan

Brownfield by design — Modbus/TCP and legacy Allen-Bradley support included, no PLC rip-out.
Operator-first — MSSC-certified training curriculum, 18 hours to certified operator.
SLA-backed — 99.9% uptime SLA per contract, 99.94% measured rolling 90-day.

BUYER VOICE · DIRECTOR OF MANUFACTURING ENGINEERING

"The 11-day first-part claim sounded like marketing until we put a cell on our floor. The Strambotix team walked in on a Monday, the riggers left on Wednesday, and we were pulling good parts the following Friday. The vision stack talked to our 2003-era PLCs without a single rip-out. That is the only metric that mattered to my steering committee."

M. HENDERSON Director of Manufacturing Engineering Tier-1 heavy-equipment OEM · Midwest

11dto first-part on cell #4

0PLC rip-outs

14 imgZero-Shot train / SKU

THE SIX QUESTIONS · ANSWERED PLAINLY

What an Automation Director asks before booking a Discovery Walkthrough.

Straight answers to the things you would otherwise bury our sales engineer with on the first call.

01What does accuracy actually look like on a mixed-SKU run, not a curated demo?

93.4% mean first-pass pick accuracy across the FY2024 cohort of 340 deployments, audited independently by A3. The 14-image Zero-Shot training means the model is retrained on a new SKU at the edge — no cloud round-trip, no integrator on-site — so the number holds on SKU #14,001 the same way it held on SKU #1.

Filed under: vision performance · FY2024 cohort

02Our line runs on 2003-vintage PLCs. Can you actually brownfield onto that?

Yes. Strambotix ships Modbus/TCP, EtherNet/IP, PROFINET, and legacy Allen-Bradley DF1 translators at the edge on the Photon-3 compute unit. The Toyota MH Indianapolis deployment (above) runs on PLCs older than our company. No rip-out, no parallel stack, no PLC programmer required on your side.

Reference deployment: Toyota MH · 14,000-SKU · 12-day first-part

03How long until my existing operators are running this without Strambotix on-site?

18 hours of MSSC-certified curriculum to a certified operator, broken into 6 three-hour modules that run during shift change so the line never stops. The curriculum is honored by the Manufacturing Skill Standards Council — your HR team can apply the credit against existing operator upskill budgets.

Filed under: workforce · MSSC certification

04How does this integrate with the MES, WMS, or quality system we already paid for?

OPC-UA and REST out of the box. Native connectors shipped for SAP ME, Siemens Opcenter, and PTC ThingWorx. Custom WMS schemas are a 2-week services engagement — we do not bill it as "platform." Every KPI on this page is exposed as an OPC-UA tag your MES can pull without a Strambotix engineer in the loop.

Filed under: integration · OPC-UA · REST

Two more questions we hear every week — uptime guarantees, and what happens when the model is wrong on a borderline part.

BRING THEM TO THE WALKTHROUGH →

NEXT STEP · 45 MINUTES · NO RFP

Book a Discovery Walkthrough with a solutions engineer.

Pick a named case study. We will walk it through with you mapped to your actual line — your SKU mix, your PLC vintage, your throughput target. On-site at one of our 11 shipping countries, or virtual with a remote-rigged cell. You leave with a written estimate, not a quote-to-quote.

45 minutes with a solutions engineer — not an SDR, not an AE.
One named case study walked end-to-end against your line data.
Written estimate delivered within 5 business days, no procurement gate.
NDA-friendly — we will sign yours before the calendar invite goes out.

ISO 13849 AS9100D MSSC-CERTIFIED TRAINING G2 HIGH PERFORMER · 4Q SHIPPING · 11 COUNTRIES BOULDER, CO · EST. 2017

1,840+ production cells. Named operators. Audited numbers.

Named deployments, not logo placeholders.

Three cells. Three KPIs a steering committee will defend.

Brownfield weld-cell retrofit across 14 tractor-assembly lines

Turbine blade micro-crack inspection, AS9100D-audited

14,000-SKU sortation cell, brownfield onto 2003-vintage PLC line

What an Automation Director asks before booking a Discovery Walkthrough.

Book a Discovery Walkthrough with a solutions engineer.