06AI & Integrations
Practical AI, applied where it genuinely helps.
We help you find where AI can genuinely reduce effort or improve decisions, then build it with the safeguards real products need: grounded answers, human review where it matters, cost controls and clear data boundaries. We also connect the tools your business depends on, so information flows without manual copying.
What we deliver
- 01
Assistants and search
Assistants that answer from your own documents and data, with sources shown.
- 02
Document processing
Extracting, classifying and summarising documents, with review steps for low-confidence cases.
- 03
Workflow automation
AI steps embedded in existing processes rather than bolted on beside them.
- 04
System integrations
APIs, webhooks and connectors that keep CRMs, ERPs and internal tools in sync.
Typical deliverables
- 01Use-case assessment and feasibility notes
- 02A prototype tested on real data samples
- 03Evaluation criteria and test sets
- 04Production integration with monitoring
- 05Usage and cost controls
- 06Documentation of data flows
Technologies we use
- Claude API
- OpenAI API
- Python
- TypeScript
- PostgreSQL + pgvector
- Webhooks
- REST APIs
We choose tools to fit your product and team; this list is representative, not fixed.
A good fit for
- Teams handling repetitive documents or requests
- Companies with knowledge scattered across tools
- Products adding AI features for their users
How we work
- 01
Start with the problem
We define the task, the people affected and what 'good' looks like before choosing a model.
- 02
Prototype on real data
Demos on clean examples hide problems; we test on the messy data you actually have.
- 03
Evaluate before launch
Test sets and review criteria show how the system behaves before your users rely on it.
- 04
Keep people in the loop
Where decisions carry risk, AI drafts and people approve.
Questions
AI & Integrations
Will our data be used to train AI models?
We select providers and settings that do not use your data for model training where that option exists, and we document exactly what data is sent to which service and why.
Is AI right for our use case?
Not always. Sometimes a well-designed rule or integration solves the problem more reliably and cheaply. We will tell you when that is the case.
Project evaluation
Have an Idea Worth Building?
Tell us what you're imagining. We'll help you understand the scope, complexity, estimated investment, and next steps.
Takes about 8 minutes. No commitment.