Quotes, quality and maintenance, without the clipboard.
RFQs take days to price, quality data lives on paper, and maintenance is reactive.
days to hours
RFQ turnaround
10-30%
less unplanned downtime
100%
of quality records digital and searchable
8
documented automations for this sector
Where manufacturing teams lose hours, and what replaces it.
Each one is a system we have specified and built before.
RFQ and quotation automation
- The manual process today
- Engineering drawings and RFQ emails are priced manually, taking days per quote.
- What we build
- Extraction of specifications from drawings and RFQ documents, cost model lookup and a draft quote for engineer approval.
- Typical impact
- More quotes out, faster, with consistent margin logic.
Predictive maintenance triage
- The manual process today
- Sensor alarms are ignored until something breaks.
- What we build
- Anomaly detection across sensor streams with maintenance work orders drafted and prioritised by predicted failure impact.
- Typical impact
- Unplanned downtime reduced; maintenance planned rather than heroic.
Visual quality inspection
- The manual process today
- Defect inspection is manual, slow and inconsistent across shifts.
- What we build
- Camera-based inspection models trained on your defect classes, with borderline cases routed to an inspector.
- Typical impact
- Consistent inspection at line speed with a defect trend record.
Supplier and purchase-order coordination
- The manual process today
- PO confirmations and delivery dates are chased over email.
- What we build
- An agent that sends, chases and parses confirmations, updates the ERP and escalates late acknowledgements.
- Typical impact
- Purchasing team stops chasing and starts negotiating.
Shop-floor knowledge assistant
- The manual process today
- Operators hunt through binders for the right work instruction or troubleshooting step.
- What we build
- A tablet or voice assistant grounded in your work instructions, manuals and past fault reports, with citations.
- Typical impact
- Faster fault resolution and quicker operator onboarding.
Non-conformance and CAPA drafting
- The manual process today
- NCR and CAPA paperwork is a bottleneck that delays root-cause work.
- What we build
- Draft NCRs from the operator's description and photos, cluster recurring causes and pre-fill CAPA documentation.
- Typical impact
- Quality engineers spend time on causes, not forms.
Production scheduling support
- The manual process today
- Schedules are rebuilt in a spreadsheet every time something slips.
- What we build
- Constraint-aware rescheduling suggestions when a machine, material or order changes, with the trade-offs explained.
- Typical impact
- Faster recovery from disruption with fewer late orders.
Technical documentation generation
- The manual process today
- Manuals, spec sheets and compliance packs are written from scratch per product variant.
- What we build
- Generation from your product data and templates, with translation and change tracking across variants.
- Typical impact
- Documentation keeps pace with product changes.
What manufacturing teams ask us.
Often not. Most first projects use data you already have in ERP, MES or a historian. Vision projects need cameras, and we scope that explicitly before you commit.
Yes, we can deploy smaller models on-premise or at the edge where connectivity or IP constraints require it.
Audits are a fixed fee and are credited against a build. Single-workflow builds typically land in the low five figures, multi-workflow programmes higher, and ongoing running and support is a fixed monthly fee. You get the number before we start, not a rolling hourly bill.
A first pilot on your real data usually runs within two to four weeks of the kickoff call. Full deployment with integrations and training normally lands between weeks four and eight.
Tell us what your manufacturing team keeps doing by hand.
Thirty minutes, no pitch deck. We map the process, tell you whether automation pays back, and give you a rough cost before you commit to anything.