SOLUTION / APPLIED AI

AI deployed where the work happens.

Most AI projects fail at the last metre: the model works, but nothing changes operationally. We engineer AI as part of a workflow — with validation, human review and a system of record on the other side.

Operational problems

Teams retyping information that already exists in documents
Support handling the same questions hundreds of times a month
Decisions that depend on one experienced person's judgement
Pilots that never reach production because nothing integrates

What we build

Document intelligenceExtraction, classification and validation for invoices, contracts, policies and forms.
Domain assistants and agentsAssistants grounded in your own data, with scoped permissions and full traceability.
Decision supportScoring, recommendation and prioritisation models tied to your commercial logic.
Human-in-the-loop reviewConfidence thresholds and review queues, so automation degrades safely instead of silently.

Example architecture

Data & Document Sources
Model / Extraction Layer
Validation & Confidence Rules
Human Review Queue
System of Record
Automated Action

Typical integrations

CRM and ERP systems
Document stores and email
Model providers and private deployments
Workflow and ticketing tools
Analytics pipelines

Related capabilities

ANATOLIA / NEXT

Let's engineer what's next.

Tell us how your business runs today. We will tell you honestly whether software is the right answer, and what it would take to build it properly.

Start a Project Explore Our Work