Overview
Manufacturing digitalization means getting machine, quality, and production data into systems people can act on — not another dashboard nobody trusts. Plants need IoT paths, internal apps, and integrations that respect shift work and legacy equipment. REPLA builds software that bridges the floor and the office.
Sector challenges
- Machines and sensors that never reach the business system
- Paper or spreadsheet production and downtime tracking
- Quality events recorded too late to prevent scrap
- Legacy MES or ERP modules that cannot take new lines
- Spare-parts and maintenance schedules managed by tribal knowledge
- Shift handovers that lose context between supervisors
- Supplier and WIP visibility limited to phone calls
- Data trapped in PLCs and historians without usable APIs
Solutions we build
- Industrial IoT data collection and edge gateways
- Internal production and quality applications
- Maintenance and work-order systems
- OEE and downtime analytics pipelines
- Integrations with ERP, MES, and warehouse systems
- Operator tablets and shop-floor mobile tools
- Traceability and genealogy for batches or serials
- Supplier portal workflows for schedules and ASNs
- IT consulting for plant digital roadmaps
Key product features
- Line and cell status boards tied to live machine signals
- Digital work instructions with version control
- Quality checklists and non-conformance logging
- Preventive maintenance calendars and meter-based triggers
- Scrap and rework reason coding with trend views
- Material consumption against bill-of-materials steps
- Role-based access for operators, quality, and supervisors
- Alarm acknowledgment with escalation paths
- Exportable production reports for each shift and SKU
AI & automation
On the plant floor, AI is most useful for predicting downtime, spotting quality drift, and prioritizing maintenance — always with human confirmation on critical actions.
- Predictive maintenance hints from vibration and cycle patterns
- Anomaly detection on process parameters before scrap spikes
- Prioritize work orders by risk and production impact
- Vision-assisted defect classification for inspector review
- Demand and changeover planning assistants for schedulers
- Summarize shift logs into supervisor handover briefs
Technologies
- Python
- FastAPI
- TypeScript
- Node.js
- PostgreSQL
- Docker
- AWS
- React
Why REPLA for this industry
- — We design for shift operators and supervisors, not only office dashboards
- — IoT and software delivery stay connected so signals become actions
- — Legacy equipment is integrated pragmatically instead of ignored
- — Quality and maintenance workflows get the same rigor as production boards
- — Data pipelines produce metrics plants can defend in reviews
- — Roadmaps respect change-management realities on the factory floor
Related services
FAQ
Yes, within the protocols and access your OT team allows — we build gateways and pipelines that respect plant network boundaries.