Generative AI Products
Task-focused assistants and workflow tools designed around the way your team already works.
What is included
What this work covers
Each engagement is scoped to the problem at hand, so the shape of the work varies. These are the parts that are always accounted for.
- Domain-specific assistants
- Structured outputs and tool use
- Workflow automation and integrations
- Model selection and evaluation
Fit
Who this is not for
Not a fit if you need a fixed-price, fixed-scope build with no evaluation loop — AI behaviour needs measured iteration.
Questions
What clients ask about this work
- How do you manage accuracy and access?
- We test retrieval and answer quality against representative questions, return source references where the product needs them, and apply the same access rules as the underlying data. Higher-risk workflows can include review and approval steps.
- How long does a project take?
- A focused AI integration can take weeks, while a complete software product usually takes several months. We provide a practical estimate after discovery because data quality, integrations, and evaluation requirements affect the schedule.
- Who owns the outputs and IP?
- You own the product, the integrations, and the evaluation setup we build for you. Models stay with their providers; the prompts and wiring we build are handed over with documentation.
Other services
Where this connects
Most engagements touch more than one of these. The others are worth a look if this is close to your problem.
Advanced RAG Solutions
Retrieval systems that connect language models to your documents, databases, and domain knowledge with traceable sources and access controls.
AI Product Engineering
Product strategy, UX, architecture, and software delivery for AI-enabled products.
Contact
Bring us the problem, not a finished specification
Describe the workflow, the information involved, and where the current approach falls short. We will help define a practical first release.