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AI Solutions & Automation

We turn the manual tasks your team does by hand into intelligent, automated systems that run reliably in production.

What we build

Automation that survives contact with real data.

Feature

Custom AI workflows

Event-driven pipelines across your CRM, ERP, inbox, and bespoke APIs.

Feature

LLM integrations

Integrating large language models directly into your existing software stack.

Feature

Document intelligence

Invoices, contracts, forms, and emails converted into structured data.

Feature

Intelligent routing

Automated triage and routing of incoming requests based on semantic meaning.

Feature

Evals & monitoring

Golden datasets, regression suites, and dashboards so quality is measured.

Feature

Model & cost strategy

The right model for each step, with a strict cost ceiling you control.

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.
<2 min
Median turnaround per case
From hours of queueing to near-instant handling.
99%+
Accuracy on test set
Measured against a golden dataset you sign off on.
Technical Stack
Python
TypeScript
Node.js
FastAPI
OpenAI / Claude
n8n
Temporal
LangChain
Celery
Redis
Docker
AWS Lambda
Langfuse
Zapier
Related Work

Built for this domain.

03
Document AIOCRWorkflow AutomationData ExtractionHuman-in-the-Loop

Document Intelligence OCR

Turns documents into validated structured data and automatically triggers downstream business workflows.

Read the case →
Project details
  • Self-hosted so sensitive enterprise documents can be processed without sending data to third-party document-processing services.
  • Runs OCR and extracts required information into a strict predefined schema instead of returning unstructured text.
  • Applies field-level validation, normalization and business rules after extraction before the data reaches downstream systems.
  • Uses extracted fields to make workflow decisions, such as determining how a document should be processed or whether manual review is required.
  • Connects to n8n workflows for operational actions such as entering invoice information into Zoho Books, with human review where correctness must be guaranteed.
Questions

Things people ask
about this work.

Start a conversation

Let's build something
that works.

Tell us where you're trying to go. One of the founders replies within 48 hours with an honest view on how we can help.

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