Vision AI for
the factory floor.
Defect detection training data, vision-AI evaluation, predictive maintenance and agentic workflows — built for the latency, reliability and audit needs of OT environments.
Where Manufacturing teams ship AI with us.
Defect detection annotation (scratch, weld, paint)
Industrial-image annotation with calibrated reviewers + edge-case library + active-learning sampling.
Invoice-processing agent across SAP + email
Agentic workflow for AP automation — extract, verify, post to SAP, notify Slack, with audit log.
Quality drift monitoring on line vision
Continuous QA on production frames + drift alerts when defect rate or model confidence shifts.
Maintenance chat agent for technicians
On-device technician chat agent with equipment context + work-order integration + safety guardrails.
Invoice-processing agent across SAP + email
"Our AP team handles double the volume with no extra headcount. The audit trail makes our internal control team very happy."
Read the case studyThe engines that power this work.
Built to the regulations your business runs on.
Questions teams in Manufacturing ask us.
On-prem / edge deployment?
Yes — we deploy on-prem for OT environments, with edge-optimised models for line-side latency.
Can you integrate with SAP / Oracle?
Yes — SAP S/4HANA, Oracle EBS, NetSuite, plus MES platforms (Tulip, Siemens, Rockwell). We work with your IT/OT teams on the data wiring.
What about safety-critical guardrails?
Conservative refusal + escalation rules for any action affecting safety + production. Independent eval before deployment.
Active learning?
Yes — we close the loop with model-confidence + embedding-diversity sampling, so labelling effort targets the long tail.
Ready to build
AI you can trust?
Talk to a solutions architect — get a pilot scoped in 48 hours.