AI for business
Use cases scoped to measurable outcomes — cost savings, throughput, churn reduction — not tech demos.
AI for IoT
On-device ML and cloud inference over telemetry streams. Works at the edge, the gateway, or centrally.
Predictive maintenance
Time-to-failure models, spare parts forecasting, and service-window optimisation for industrial fleets.
Anomaly detection
Real-time detection over sensor, log, or behavioural streams. Tuned thresholds, low false-positive rates.
Document AI
OCR + LLM extraction from invoices, contracts, forms. Semantic search across private archives.
Support copilots
Customer-facing chat grounded in your product docs and tickets. Escalation paths and guardrails included.
Internal knowledge assistants
Private LLMs over SharePoint, Confluence, email. Answers with citations, access controls, audit logs.