Use cases

Real problems,
working solutions.

Not features. Not capabilities. Real situations businesses recognise themselves in.

AI Integration

IngestAI

Document intelligence API that processes contracts, invoices, and legal documents using fine-tuned LLMs. Extracts structured data with 98% accuracy and integrates via REST or webhooks.

98%

Extraction accuracy

50k

Docs processed monthly

6w

From kickoff to production

Stack

Python, FastAPI, Claude, AWS

Timeline

6 weeks

Scope

Backend, AI, API Design

Result

50k+ docs processed/month

Internal Tool

Metric

Real-time analytics dashboard for a fintech startup. Custom KPI tracking, anomaly detection, and automated reporting that replaced three separate tools.

Stack

React, D3.js, PostgreSQL, Redis

Timeline

5 weeks

Scope

Design, Frontend, Data

Result

3 tools replaced, 1 dashboard