Six tools.
Fixed price.
Every engagement is fixed-price, fixed-scope, and built to a 1-page Definition of Done. Not sure which one? Start with the Assessment.
Maintenance technicians spend hours hunting through binders for fault codes and procedures. We build an AI-powered Q&A system trained on your equipment manuals, maintenance logs, and fault documentation — so they can ask in plain English and get answers in seconds. Fully remote: you upload the PDFs, we build the system.
Not the right fit for:
Real-time sensor monitoring or equipment control systems. Replacing a full CMMS (see Retainer for ongoing ops tech support).
What's included
- Document ingestion pipeline (PDF, Word, CSV logs)
- AI Q&A interface built on Claude with RAG retrieval
- Fault code lookup with context from the manual
- Maintenance procedure step-through
- Role-based access (technicians vs. supervisors)
- Source citation on every answer — no hallucinations
- QA agent testing + Security agent scan on every PR
- 30-day post-delivery support window
A three-shift operation running on paper sign-off sheets loses information every day. We build a structured digital handover application with required acknowledgment, open issue tracking, and searchable history — so the incoming shift knows exactly what happened and nothing falls through.
Not the right fit for:
Full shift scheduling or workforce management systems. Integration with proprietary MES systems requiring on-site vendor access.
What's included
- Structured handover form (configurable fields per line or area)
- Required digital acknowledgment from incoming shift lead
- Open issue log with status, owner, and priority
- Full searchable handover history
- Email or Slack notifications on new handover
- Mobile-friendly — works on tablets on the floor
- QA agent testing + Security agent scan on every PR
Most quality teams track non-conformances and corrective actions in spreadsheets. We replace that with a structured web app: log the issue, assign the corrective action, track to closure, and generate audit-ready reports. No on-site required — pure web application.
Not the right fit for:
Full ISO 9001 QMS implementation or document control systems. Large-scale supplier quality management portals.
What's included
- Non-conformance (NCR) creation with structured fields
- Root cause classification (5-Why, Ishikawa, or freeform)
- Corrective and preventive action (CAPA) assignment with due dates
- Status tracking: open → in progress → verified → closed
- Digital audit trail with timestamps and user attribution
- PDF report export for audit submissions
- QA agent testing + Security agent scan on every PR
Overall Equipment Effectiveness in one view — availability, performance, and quality — built from data you already have. We connect to your existing database, ERP data exports, or CSV uploads. No on-site hardware integration, no PLC access required. Client provides DB read credentials or regular exports.
Not the right fit for:
Direct PLC or SCADA data integration requiring on-site hardware access. Real-time sub-second monitoring systems.
What's included
- Availability, performance, and quality metrics per line/cell/asset
- Shift and daily trend views
- Downtime reason Pareto (if data is captured)
- Configurable targets with visual pass/fail indicators
- Data source: DB read access, ERP export, or CSV upload
- Role-based views (operator vs. manager vs. plant)
- QA agent testing + Security agent scan on every PR
Consistent operations tech support without the risk, overhead, or cost of hiring. The retainer gives you an always-available team that builds new tools, iterates on existing ones, and handles the backlog every week — all remote, all within scope.
Not the right fit for:
Projects requiring 40+ hours per week of dedicated engineering. Full-time embedded engineering roles.
What's included
- Unlimited tasks submitted via Discord or email
- Priority response and same-day start
- All six service types within scope
- Weekly progress updates in your client portal
- Monthly strategy call (30 min)
- Access to full QA + Security review pipeline
- Cancel anytime — no lock-in
A focused video session to map your operations pain, identify the highest-ROI software tool to build first, and give you a clear picture of what it would cost and how long it would take. The deliverable is a written prioritization with rough estimates — not a sales pitch.
Not the right fit for:
Ongoing implementation work (see Retainer). Organizations needing a full digital transformation roadmap or enterprise architecture review.
What's included
- 90-minute structured discovery session (video call)
- Pain-point mapping across your key operations areas
- Prioritized list of tools by ROI and feasibility
- Build-vs-buy analysis for top recommendation
- Rough timeline and cost estimate per item
- Written summary and recommendations document
- 30-day async Q&A follow-up