01
AI assistants & agents
Assistants that answer correctly, escalate honestly, and log everything.
- Customer service assistants
- Internal knowledge assistants
- Retrieval-augmented generation (RAG)
- Guardrails & escalation design
AI & automation
Automation reliable enough to run the business on.
Production automation, assistants, and workflow intelligence — designed for reliability beyond demos, governed properly, and measured against real operational savings.
Service catalogue
Everything a production AI capability needs.
Six service lines covering the automation lifecycle — from the first assistant to the governance that keeps it trustworthy.
02
Document & data processing
Paperwork turned into structured, actionable data.
- Invoice & order extraction
- Contract & form processing
- Product data enrichment
- Classification & routing
03
Workflow automation
The repetitive work, removed from human hands safely.
- Business process automation
- Approval & exception workflows
- Cross-system task orchestration
- Notification & alert flows
04
Decision support & analytics
Models that inform decisions — with the reasoning visible.
- Forecasting & demand planning
- Anomaly & fraud detection
- Pricing & margin intelligence
- Natural-language reporting
05
AI integration engineering
Models wired into real systems, not left in notebooks.
- LLM API integration & tooling
- Vector search infrastructure
- Evaluation & regression testing
- Cost & latency optimisation
06
Governance & reliability
AI you can defend to customers, auditors, and your own team.
- Data privacy & GDPR alignment
- Output monitoring & review loops
- Fallback & human-in-the-loop design
- Usage policies & audit trails
Why an engineering practice
AI held to engineering standards.
The gap between an impressive demo and a dependable system is engineering. That gap is where we work.
01
Production, not proof-of-concept
Demos are easy. We engineer for the failure cases — bad inputs, model drift, provider outages — so automation survives contact with reality.
02
ROI measured per workflow
Every automation has a baseline and a measured saving. If it doesn't pay for itself, we say so.
03
Integrated with your systems
AI works when it reaches the systems of record. We build those integrations as first-class engineering.
Automation needs somewhere reliable to run.
Our cloud practice provides the infrastructure and monitoring that keeps AI workloads fast, affordable, and observable in production.