Example engagement
Scoping an internal assistant built on existing documentation
An AI expert spends a few days assessing feasibility, defining the RAG architecture, estimating effort and setting evaluation criteria before any development starts.
AI expertise, from scoping to production.
Need a RAG expert for six weeks to move from prototype to production?
Add the expertise you need to scope a use case, build a solution or strengthen your team, on demand, part-time or full-time.
Problems we help solve
- Plenty of AI ideas, few genuinely prioritized use cases
- A convincing prototype that never reaches production
- Data that is hard to use for AI
- Governance and compliance questions with no clear answer
- An internal team with limited LLM experience
Where our specialists contribute alongside your team
- Strategy and use-case prioritization
- Generative AI solution design
- RAG architectures and semantic search
- Agents and process automation
- AI integration with existing systems
- MLOps, evaluation and monitoring
- Governance framework and risk management
Technologies
- LLM
- RAG
- Agents
- Python
- LangChain
- Vector DB
- Azure OpenAI
- MLflow
- Databricks
- Kubernetes
Profiles we can provide
- AI / LLM engineer
- AI architect
- Data scientist
- MLOps engineer
- AI strategy consultant
Engagement models
- Expert consultant for scoping
- Fractional expert for ongoing guidance
- Staff augmentation for delivery
What expertise does your team need?
Tell us about your project or what you're missing. We'll look at how Tekollab can strengthen your team.