Production AI & Automation
Each engagement is scoped to an operational outcome: faster answers, straight-through processing, measurable compliance, or visibility your teams can trust.
Production-ready systems with clear deliverables, instrumentation, and handover.
Get grounded answers with citations and permissions that mirror reality.
We build private knowledge assistants that sit inside your cloud, respect ACLs, and deliver traceable answers with linked sources.
Structured data from messy documents—validated, traceable, automated.
We replace swivel-chair document work with extraction pipelines, human-in-the-loop QA, and downstream workflow automation.
Operational workflows that are observable, auditable, and actually adopted.
We digitise the messy middle of operations with orchestration layers, automations, and exception handling patterns.
Compliance workflows that run themselves and surface risk early.
We codify policy lifecycles, attestations, and regulatory submissions so nothing slips through the cracks.
Fair, constraint-aware schedules in minutes.
We encode rostering rules, labour laws, and skills matrices so schedulers focus on exceptions rather than spreadsheets.
Real-time visibility for the operators keeping things running.
We pair event streams with LLM summarisation so leaders know what changed, why, and what needs attention.
Glue systems together and ship internal apps with confidence.
We build bespoke integrations, agentic apps, and portals that follow your security model and team workflows.