AI-assisted automation
Language models applied where they measurably outperform rule-based approaches — extraction from unstructured text, classification, routing, retrieval — within architectures that remain deterministic where correctness matters. Deployment follows measured evaluation, with confidence thresholds, human review paths and cost projections agreed in advance.
Language models applied where they measurably outperform rule-based approaches — extraction from unstructured text, classification, routing, retrieval — within architectures that remain deterministic where correctness matters.
Deployment follows measured evaluation, with confidence thresholds, human review paths and cost projections agreed in advance.
Deliverables
Structured data ready to load into your systems, together with an exception report listing every item the process could not resolve with confidence. Exception reporting is what makes the output auditable — and what allows the remainder to be trusted.