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AI Solutions & Intelligent Automation

We turn the tasks your team does by hand, like triage, extraction, reconciliation and follow-ups, into AI systems that run reliably in production.

01 / 04
Agents · Workflows · Evals
What we build

Automation that survives contact with real data.

A1

LLM agents with guardrails

Tool-using agents scoped to a job, with permissions, fallbacks and human-in-the-loop where it matters.

A2

Document intelligence

Invoices, contracts, forms and emails → structured data your systems can act on.

A3

Workflow automation

Event-driven pipelines across your CRM, ERP, inbox and spreadsheets. Durable, retried, observable.

A4

Internal copilots

Chat over your own knowledge base and systems, with citations and access control.

A5

Evals & monitoring

Golden datasets, regression suites and dashboards so quality is measured, not felt.

A6

Model & cost strategy

The right model for each step, whether open-weight, hosted or fine-tuned, with a cost ceiling you set.

Typical outcomes

What changes
in eight weeks.

Indicative ranges from past engagements. We scope a target number with you before we start.

−60%
Manual hours on repetitive ops
Typical reduction once extraction and routing are automated end-to-end.
<2 min
Median turnaround per case
From hours or days of queueing to near-instant handling with exceptions surfaced.
99%+
Accuracy on agreed test set
Measured against a golden dataset you sign off on before go-live.
Stack we reach for

Boring, proven infrastructure by default. The right model for each step. Nothing you couldn't hire for.

Claude / OpenAILangGraphTemporaln8nPostgres + pgvectorFastAPIAWS / GCPLangfuse

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