LLM Integration
Bring language models into the software you already run — drafting, summarising, extracting, and classifying, wired into your existing workflow.
Most teams do not need a new product; they need the tools they already use to get smarter. We add language-model features to your existing stack with attention to the parts that decide whether it survives production: prompt versioning, cost ceilings, timeouts and retries, output validation, and an evaluation set so you can tell whether a change made things better or worse.
Benefits
Key Benefits
Fits Your Existing Stack
Added to the software you run today, not a replacement for it
Predictable Cost
Token budgets, caching, and model tiering keep the bill flat
Measured, Not Guessed
An evaluation set proves each change actually helped
Applications
Use Cases
Document Summarisation
Turns long reports and threads into a readable brief
Structured Data Extraction
Pulls clean fields out of invoices, CVs, and contracts
Technology