Research &
development
Feasibility studies, prototypes and technical exploration.
Est. 2023
We use research, data and software to turn complex questions into informed decisions and working systems.
01 / Expertise
What we
work on.
Research &
Data
science
Analysis that reveals patterns and supports decisions.
Machine learning &
generative AI
Fine-tuning and LoRA training, LLM-based classification, and advice on choosing and evaluating generative AI models.
Software
engineering
Dependable systems built from validated ideas.
02 / Questions
Questions we
help answer.
- Cost
Can a fine‑tuned open model replace our API‑based classifier at lower cost?
- Infrastructure
What would it take to run LLM inference in‑house instead of calling an external API?
- Sensitive data
How do we train a model on our own sensitive data without it leaving our infrastructure?
- Adaptation
Is prompting enough for our domain, or do we need fine‑tuning or LoRA adapters?
- Model choice
Which model should we use, and how do we show it is good enough for production?
- Data readiness
Is our data good enough to train on, and how much labelling do we actually need?