Three practices. One standard.
Secure, sovereign, production-grade AI delivery for government, enterprise and finance — built by a team that runs its own products in production.
Where We Work
Three practices, each held to the same production standard
Government & Public Sector
A delivery partner for departments and public bodies where security classification, citizen trust and accountability are non-negotiable.
Explore →AI Development
End-to-end AI engineering — the same team that built Orizon and RBVM, working on your problem.
Explore →Accounting & Finance
AI systems for finance teams that cannot afford to be wrong — reconciliation, anomaly detection and reporting with every decision traceable.
Explore →
Inside Each Practice
What we take on, and what you receive
Government & Public Sector
A delivery partner for departments and public bodies where security classification, citizen trust and accountability are non-negotiable.
Outcomes We Measure
- Casework hours returned to frontline teams
- Fraud and error stopped before payment, not recovered after
- Citizen queries resolved at first contact
Capabilities
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Fraud and error detection
Identify irregular patterns in benefit and grant flows before money leaves the department, with every flag explainable to auditors.
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Citizen service triage and frontline support
Assistants that resolve routine queries around the clock and route complex cases to the right caseworker with full context.
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Document processing and casework automation
Large-scale extraction, classification and summarisation that turns weeks of manual casework into hours of review.
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Demand forecasting for public services
Anticipate service pressure so staffing and budgets follow need rather than lag behind it.
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Rapid prototyping under government constraints
Working prototypes in days, built within your security classification and procurement realities from the outset.
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Legacy system modernisation
Incremental modernisation of ageing estates that protects continuity of service while opening the door to AI.
What You'll Receive
Technologies & Tools
AI Development
End-to-end AI engineering — the same team that built Orizon and RBVM, working on your problem.
Outcomes We Measure
- Prototype to production in weeks, not quarters
- Every release judged by evaluations, not opinion
- Runs on your infrastructure, under your controls
Capabilities
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AI strategy and roadmapping
Use-case discovery, feasibility assessment and value scoring that turn ambition into a costed, sequenced plan.
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Data engineering and pipelines
Reliable ingestion, transformation and lineage — with data quality measured and monitored, not assumed.
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LLM applications, RAG and agentic workflows
Retrieval-augmented systems and agentic workflows grounded in your data, with humans in the loop where it matters.
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Custom model development and evaluation
Models built and fine-tuned for your domain, proven against your data before they reach production.
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Cloud deployment and MLOps
Deployment on your infrastructure with automated pipelines, observability and controlled rollback.
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Testing, evals and red-teaming
Unit tests through adversarial red-team assessment, so reliability and safety are demonstrated rather than promised.
What You'll Receive
Technologies & Tools
Accounting & Finance
AI systems for finance teams that cannot afford to be wrong — reconciliation, anomaly detection and reporting with every decision traceable.
Outcomes We Measure
- Manual reconciliation hours cut, close cycle shortened
- Anomalies flagged in real time, not at month end
- Every automated decision traceable for audit
Capabilities
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Automated transaction reconciliation
Match payments to invoices across bank feeds and ledger, with discrepancies raised for human approval rather than buried.
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Fraud and anomaly detection
Continuous monitoring that flags unusual transactions the moment they occur, with alerts your team can act on.
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Intelligent expense categorisation
Ledger categorisation that learns from your team's past decisions and improves with every correction.
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Audit trail automation
A complete, tamper-evident record of every automated action, kept ready for internal and external audit.
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Financial reporting assistance
Books updated daily rather than monthly, with report generation and insight available on demand.
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Tax compliance monitoring
Continuous checks against current rules, so thresholds and filing deadlines never arrive as a surprise.
What You'll Receive
Technologies & Tools
Our Process
A proven route from first conversation to production
Discovery
Understand the problem, the data and the constraints.
Strategy
Agree the roadmap, success measures and guardrails.
Implementation
Build, evaluate and ship to production.
Optimisation
Measure, refine and scale what works.
Start With a Conversation
Tell us the outcome you need — we'll tell you honestly whether AI is the right way to reach it.