● CONSULTANCY · CLOUD-TO-LOCAL
Stop renting intelligence.
Cloud AI bills grow with every token; the ROI often doesn’t. We help organisations move the work that matters onto models they own — fine-tuned on their knowledge, running on their hardware, keeping their data in-house.
ILLUSTRATIVE · YOUR AUDIT PRODUCES THE REAL CURVES
● WHAT WE DO
Own the model. Keep the knowledge. Land the rollout.
Four kinds of work, usually in this order — and we’ll tell you honestly if local AI isn’t the answer for yours.
SERVICE: AUDIT ● FIRST STEP
Cloud-to-local audits
Where your token spend actually goes, which workloads pay back when moved to local or open-weight models, and which genuinely belong in the cloud. You get numbers and usable information, not a slick slidedeck.
Fine-tuning & customisation
Your protocols, house style and domain knowledge trained into model weights you keep. No per-token tax, no data leaving the estate, no vendor deciding your roadmap.
SERVICE: DEPLOYMENT ● EDGE-READY
On-device & edge deployment
We shipped a full learning AI system on a mid-range Android phone. Small-footprint, privacy-first AI is our home ground — from workstations to mobile.
SERVICE: ADOPTION ● THE TWIST
Adoption, not just installation
Rollouts fail on people before they fail on models. With an MBA and a Masters in Psychology in the founding team, we treat adoption as organisational psychology — workflow fit, trust and behaviour change, not a training slideshow.
● WHY US
We don’t advise from slides.
We built and shipped an on-device AI product — a model that learns per user, on the phone, with zero bytes to the cloud. That’s the standard we bring to your build.
Find the workloads that pay back
A short, fixed-scope engagement: your usage, your bills, your constraints — and a ranked list of what to move, what to fine-tune, and what to leave alone.
Prove it on one workflow
One team, one use case, measured before and after. Weights fine-tuned on your material, deployed where you choose, judged on outcomes.
You own the result
The weights, the pipeline and the playbook are yours — including the adoption plan that makes people actually use it. We make ourselves unnecessary.
● START A SESSION
Tell us what you’re trying to do.
We’ll tell you honestly whether local AI is the answer — and show you what we’d build.