AI & Automation
LLM Integration for Your Existing Software
Add large language model features to your existing apps, CRM or website.
Overview
You may not need a new AI product. Often the best value comes from adding AI features to software your team already uses, such as summarising notes in a CRM or drafting replies in a helpdesk.
We integrate leading model providers through secure server-side APIs, with prompt management, cost tracking and fallbacks.
Use cases
Where this helps
- 01Auto-summaries in a CRM
- 02Draft email replies in a helpdesk
- 03Extracting fields from uploaded documents
- 04Smart search in an internal portal
Benefits
What you gain
Fast value
Improve tools people already use.
Provider flexibility
Avoid lock-in to one model.
Secure
Keys kept server-side, never in the browser.
Process
How we deliver llm & ai integration
- 1
Assess
Identify tasks where AI adds measurable value.
- 2
Prototype
Test on real examples and measure accuracy.
- 3
Guardrails
Permissions, review steps and logging.
- 4
Integrate
Connect to your systems securely.
- 5
Monitor
Track quality, cost and feedback.
Deliverables
- Integration design
- Implemented AI features
- Prompt library
- Cost dashboard
LLM & AI Integration: common questions
Which model is best?
It depends on task, language and cost. We test candidates on your real examples.
What does it cost to run?
Usage-based. We estimate monthly cost from expected volumes before building.
Related services
Start a conversation
Planning llm & ai integration?
Tell us what you are planning. We will reply with practical next steps, an honest recommendation and a clear estimate.