Services

AI implementation, end to end.

Six capabilities, one accountable partner. We design, build, integrate and run AI for field maintenance companies, and leave your team stronger than we found it.

01 / 06

AI Contextualization & Roadmap

Before any tool, context. We bring your operation into AI’s frame of reference, so it can propose leaner processes and lower costs.

Best for
Owners who want a clear, costed plan before investing.
Typical timeline
2 weeks
What you get
  • Interviews with managers and senior technicians
  • Process, cost and data mapping
  • Opportunities scored on savings, effort and risk
  • Roadmap with business cases and budget ranges
02 / 06

AI Agents & Automation

Digital teammates that take repetitive work off your people, inside the tools you already use.

Best for
Service desks drowning in calls, scheduling, quotes and reports.
Typical timeline
4–8 weeks per use case
What you get
  • Call intake, job triage and technician scheduling
  • Quotes, follow-ups and customer updates
  • Back-office flows across CRM, ERP, email and chat
  • Human approval for anything consequential
03 / 06

Private AI Infrastructure

A secure home for your AI: isolated, observable and cost-controlled.

Best for
Companies handling sensitive client, financial or operational data.
Typical timeline
3–6 weeks
What you get
  • Isolated environments per company, EU hosting options
  • Identity, roles and least-privilege access
  • Audit trails, monitoring and cost governance
  • Model routing with fallbacks and no single point of failure
04 / 06

Knowledge & Data Foundations

Turn manuals, job history and expert know-how into knowledge that belongs to your business.

Best for
Operations where answers depend on who you ask.
Typical timeline
4–8 weeks
What you get
  • Knowledge capture from experts, documents and field media
  • Review and approval workflows with full provenance
  • Semantic search and assistants over approved content
  • Data pipelines and quality checks
05 / 06

Custom AI Software

When off-the-shelf doesn’t fit, we build the application around how you actually work.

Best for
Field apps, customer portals and internal tools.
Typical timeline
6–16 weeks
What you get
  • Product discovery and UX design
  • Web and mobile applications, offline-capable when needed
  • Integration layer and APIs
  • Documented architecture and operational handoff
06 / 06

Managed AI Operations

AI is not “set and forget”. We keep it accurate, affordable and safe.

Best for
Companies that want results without staffing an AI team.
Typical timeline
Monthly
What you get
  • Quality monitoring and continuous tuning
  • Cost and usage reporting
  • Incident response and graceful-degradation drills
  • Quarterly roadmap reviews and new capabilities
How an engagement runs

Clear phases. Clear owners. No surprises.

  1. Week 1–2

    Contextualize

    Processes, costs, data and the know-how of your best people, brought into one picture. If a problem exists, this is where it becomes visible.

  2. Week 2

    Prioritise by return

    Every opportunity is scored on cost reduction, effort and risk. You approve a roadmap with clear business cases.

  3. Week 3–10

    Build & integrate

    We build the agents, data layer and infrastructure, connected to the tools you already use.

  4. 30 days

    Stabilise

    Close monitoring in real operation. We tune quality, cost and edge cases until it runs quietly.

  5. Ongoing

    Enable your team

    Training, playbooks and documentation. Your people operate, maintain and expand what we built.

Ways to engage

Start small. Scale what works.

Fixed scope · 2 weeks

Context Sprint

A clear picture of your operation and of where AI cuts costs, with a prioritised roadmap and business cases.

  • Process, cost & data mapping
  • Opportunity scoring
  • Roadmap & budget ranges
Book the Context Sprint
Monthly · ongoing

AI Operations Partner

We run, measure and improve your AI systems. New capabilities arrive as you grow.

  • Monitoring & tuning
  • Cost and quality reports
  • Continuous roadmap
Talk about operations

Pricing on request

Not sure where to start? Start with context.

Two weeks to a prioritised, costed AI roadmap for your operation.