AI & LLM Solutions
Practical AI that removes busywork — with the controls a real business needs.
We build LLM-powered assistants, knowledge search and automations that connect to your data and tools. Every solution is designed with evaluation, human approval where it matters, privacy controls and a fallback path.
Capabilities
What we deliver.
AI agents & assistants
Task-focused agents that draft, look up, summarise and route work across your tools.
Knowledge search (RAG)
Search and answer over your documents, policies and product data with cited sources.
Support assistants
Chat assistants that answer common questions and hand off to humans with context.
Document intelligence
Extract structured data from invoices, forms, contracts and emails.
Workflow automation
Automate repetitive multi-step processes with approvals and audit trails.
Evaluation & monitoring
Test sets, quality metrics and monitoring so performance is measured, not assumed.
AI solutions are validated with evaluation and human review before production use.
Focused offers
Start with a defined package.
Deliverables
What you get.
- Use-case assessment and success criteria
- Data and privacy review
- Working pilot connected to real data
- Evaluation results against agreed test cases
- Human-in-the-loop and fallback design
- Production rollout plan and monitoring
Use cases
Where it fits.
- Answering repetitive customer questions
- Searching internal policies and documents
- Processing invoices and forms
- Drafting product descriptions at catalogue scale
Process
How the work runs.
- 01
Assess
Pick a use case with clear value and measurable success criteria.
- 02
Pilot
Build a scoped pilot on real data with evaluation from day one.
- 03
Validate
Review accuracy, cost and risk with your team before rollout.
- 04
Scale
Harden, monitor and extend to more workflows.
Industries
Industries we apply this to.
FAQ
Common questions.
Will the AI act on its own?
Only where you decide it should. We design approval steps for sensitive actions and default to human review until performance is validated.
Is our data used to train public models?
We configure providers and settings so your data is not used for model training, and we review data handling during the assessment.
How do you measure quality?
We build evaluation sets from real examples and report accuracy and failure cases before any production rollout.
Get started
Talk to us about ai & llm solutions.
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