AI systems designed for production.
From models and data to permissions, integrations, evaluation and monitoring.
AFC develops AI capabilities as components of complete operational systems — not isolated demonstrations.
Capabilities
AI ENGINEERING / 01–08Task-oriented agents operating inside real workflows, with defined boundaries, tools and escalation paths.
Retrieval architectures over company knowledge, with source traceability and measurable answer quality.
Extraction, classification and validation pipelines for contracts, invoices, records and technical documents.
Forecasting and scoring models connected to the operational data that actually drives decisions.
Deployments inside your own infrastructure where data residency or confidentiality requires it.
AI capabilities wired into existing software, databases, queues and external services.
Test sets, regression checks, observability and alerting so behaviour stays measurable after launch.
Access boundaries, redaction and data minimisation applied before information reaches the model layer.
AI capability is an engineering problem before it is a model problem.
HOW WE WORKWe map the process, data sources, permissions and constraints before selecting any model or framework.
A narrow prototype on your actual data answers feasibility questions faster than a broad specification.
Evaluation, monitoring and failure handling are built in, so the system remains reliable after handover.