AI Solutions
Turn AI into something useful.
We help businesses move past experiments and put AI to work inside real products, processes and systems — with measurable value and predictable engineering.
We start from the business problem, then choose the smallest AI component that solves it well.
Capabilities
Where AI genuinely helps.
AI Assistants
Cut the time your team spends answering the same questions. Assistants work from your own processes and data, with clear boundaries and traceable answers.
RAG Applications
Stop knowledge from being locked in documents and tickets. Answers are drawn from your real sources and cite where they came from.
AI Agents
Remove manual steps from multi-system processes. Task-scoped agents act inside your systems, with human review where the stakes require it.
LLM Integration
Add language capabilities to a product you already run, without rebuilding the application or disrupting your roadmap.
Business Automation
Reduce back-office cost and turnaround time by automating document handling, classification and repetitive workflows.
Intelligent Search
Help people find the right answer instead of the right keyword, across content spread over many internal systems.
AI-powered Applications
Launch new products where AI is core to the value — engineered, tested and operated like any other production system.
Use cases
Where businesses use AI
The places we most often see AI pay for itself inside an existing business.
Customer Support
AI assistants that answer customer questions using company knowledge.
Document Processing
Extract, classify and validate information from invoices, contracts and forms.
Internal Knowledge
Let employees search company information using natural language.
Workflow Automation
Automate repetitive tasks across email, CRM, ERP and internal systems.
Intelligent Search
Turn fragmented business data into useful answers.
Data & Insights
Use AI to identify patterns and support better business decisions.
Example workflows
What an AI engagement looks like in practice.
Grounded question answering
- 01Ingest & chunk sources
- 02Embed into vector store
- 03Retrieve & rank
- 04Answer with citations
Document automation
- 01Receive document
- 02Extract structured data
- 03Validate against rules
- 04Push to business system
Assisted operations
- 01Detect trigger event
- 02Draft proposed action
- 03Human review
- 04Execute & log
Technology
The stack behind our AI work.
Models & APIs
- LLM APIs
- Embedding models
- Speech & vision APIs
Retrieval
- Vector databases
- PostgreSQL + pgvector
- Hybrid search
Application
- Python
- FastAPI
- Node.js
- React
Operations
- Docker
- Kubernetes
- AWS
- Evaluation & monitoring
Exploring an AI opportunity?
Tell us about the process or product you have in mind, and we'll assess where AI can create real value.