Industrial software for the factory floor.
We build around real products, stock, equipment, evidence, and the people accountable for keeping work moving.
Teams we have worked with
What we do
Inventory and supply
Availability, provenance, lead time, certification, and sourcing across mixed-fidelity supplier data.
Inspection and quality
Capture evidence at goods-in, in process, and before dispatch, then route exceptions to the right person.
Operational tooling
Quoting, service, configuration, planning, and handover inside the way the team actually works.

How we do it
- 1
Observe the work
Follow the job across the desk, warehouse, equipment, and supplier handoffs.
- 2
Establish the record
Define the product, evidence, state, and exceptions the software must preserve.
- 3
Assist before automating
Put the system beside experienced operators and compare its judgment.
- 4
Earn the next action
Increase automation only where measured accuracy and recovery support it.
We treat the messy edge cases as the system, not the footnote.
Evidence before confidence
Every availability, condition, or compliance claim carries the source and time behind it.
Non-standard orders
Bundles, substitutions, certifications, custom assemblies, and manual gates stay first-class.
Uneven supplier data
APIs, files, emails, and calls can coexist without pretending they offer the same certainty.
What you'll achieve
Visual inspection
Assist condition and defect checks while corrections return to the evaluation set.
Technical product finding
Turn a described requirement into grounded catalogue choices and real SKUs.
Technical knowledge
Retrieve procedures, drawings, certificates, service history, and product rules with citations.
Case studies
We have done this before.
2h 55m → 48m median standard quote
Unifying inventory visibility across a multi-supplier distribution network
Read the case study
72% faster to a relevant product in staff task testing
Making 1,126 valve products searchable in plain English
Read the case study
80% reduction in registration-process time
A bilingual regulatory workspace for clinical instruments entering China
Read the case study
Common questions
Can you work with data that is not available through an API?
Yes. We design around the evidence that exists, including files, documents, emails, photographs, and human confirmations, without overstating freshness.
Do operators have to move into a new system?
Not necessarily. The best interface may be an existing ERP, CRM, spreadsheet, or device workflow with a better record behind it.
Can you build computer vision for inspection?
Yes. We start with the capture conditions, expert labels, error cost, and human review path before choosing the model.
Services for industrial teams
Tell us what you need built.
A 20 minute call is enough to work out whether a pod fits. The first week of work is defined on that call.


