“Our goal was to make personalized learning more accessible to students through technology. Distil Stack understood the educational vision behind Baseet Teacher and approached the product as a complete learning experience, connecting AI tutoring, exam preparation, interactive study tools, and student engagement.”
AI & Data Innovation
AI development services
We find the workflows where AI pays for itself, build the data foundations under them, and ship models and agents your teams can trust in production.
01Overview
Most AI projects stall between the demo and the workflow.
A prototype that answers questions in a chat window is easy to build. A system that reads your contracts, updates your CRM and knows when to hand off to a person is a different piece of engineering.
We treat AI as software. Each system is scoped to a measurable job, connected to the systems that already hold your data, tested like everything else we ship and monitored once it's live.
02What we do
AI & Data Innovation services
AI Discovery & Roadmapping
Pinpoint the AI use cases worth funding and the order to build them in.
- Workflow mapping
- Use-case scoring
- Data readiness audit
- Architecture options
AI Agents & Workflow Automation
Agents and automations that move work between your systems, with people in the loop.
- Agent design
- Tool and API integration
- Human-in-the-loop approvals
- Retrieval over your knowledge
Machine Learning & GenAI
Predictive models and generative features built, tested and deployed like production software.
- Predictive modelling
- Document and language AI
- Generative product features
- Fine-tuning and RAG
Data Engineering & MLOps
Pipelines, warehouses and ML infrastructure that keep data and models fresh.
- Source integration
- Warehouse and lakehouse design
- Pipeline orchestration
- Data quality monitoring
RAG chatbot development services
A chatbot that answers from your documents. Not from its imagination.
AI integration services
Add AI to the software you already run. No rebuild required.
Business process automation services
The work your team repeats every day, handled.
03Outcomes
What changes for your business
- 01
Fewer manual hand-offs
Agents and automations take over the repetitive steps between systems, so people spend their time on judgment calls.
- 02
Decisions on current data
Pipelines and dashboards that refresh on their own, instead of spreadsheets rebuilt every Monday.
- 03
AI you can audit
Every model call logged, every agent action traceable, every prompt versioned.
- 04
Costs that stay predictable
Model routing, caching and usage limits designed in from the first sprint.
04Approach
How we deliver
- 01
Discover
Map workflows, data sources and constraints. Rank use cases by value and feasibility.
- 02
Validate
Build a working proof on real data in two to four weeks and measure it against the baseline.
- 03
Build
Engineer the production version: integrations, guardrails, evaluation suites and monitoring.
- 04
Scale
Roll out to more teams and workflows, with governance and cost controls already in place.
05Stack
Tools we use most here
- Claude
- Gemini
- Python
- pandas
- Snowflake
- PostgreSQL
- OpenAI
- LlamaIndex
- Pinecone
- Weaviate
- Ollama
- MLflow
- LangChain
- n8n
- Qdrant
- FastAPI
- PyTorch
- TensorFlow
06Case studies
Featured success stories
Do we need clean data before starting?
No. Most discovery work starts with messy data. We assess what you have, fix what blocks the first use case and improve the rest as the system grows.
Which models do you work with?
Claude, Gemini, Mistral, open-weight models such as Llama, and classical machine learning where it fits better. We choose per use case and keep the architecture model-agnostic so you can switch later.
How long until something is live?
A focused use case usually reaches production in eight to twelve weeks: two to four weeks of validation, then the build.
How do you keep sensitive data safe?
Data stays in your cloud where possible, personal data is masked before it reaches a model, and access follows your existing roles. Every data flow is documented for your security team.






