Sarv Edge · The intelligence layer
Intelligence that comes to you.
Sarv Edge is the on-device intelligence approach underneath SarvFlow. Its premise is simple: useful intelligence should sit closer to the person it serves — so analysis moves towards your data, instead of your data moving towards someone else's cloud.
Local first
Behavioural inference runs on your device wherever practical: small models, short retention, no round-trips for the personal stuff.
Derived, not raw
When anything must leave the device, it is a derived, minimised signal — never raw transactions, never raw location, never raw health data.
Explainable
Every insight carries its reason. If SarvFlow can't explain why a suggestion appeared, the suggestion shouldn't appear.
The architecture
Four layers, each with its own privacy wall.
Personal signals stay personal. Organisational signals stay aggregated. This table is the contract SarvFlow is built to keep.
| Layer | What it does | What leaves |
|---|---|---|
| Device | Analyses personal context | Nothing |
| Edge engine | Generates nudges & timing | Nothing |
| Aggregation | Builds anonymised cohort averages | Cohort scores only |
| Dashboards | Shows partners cohort patterns | No personal data, ever |
The family
One philosophy, three expressions.
SarvFlow, Sarv Edge and the Sarv Grid grew from the same conviction: personal data should be processed where it lives, and trust should be verifiable rather than promised.
SarvFlow
Personal financial intelligence for people — and, through partners and CPG, the organisations around them.
SarvFlow home →Sarv Edge
The on-device intelligence layer. Principles live in the SarvFlow design today; the full local engine is in active engineering.
Research: privacy-first AI →Sarv Grid & Vault
Trusted distributed AI compute: verified nodes, sealed workloads, honest accounting — and the Vault, its first home hardware.
Visit sarvflow.ai →Honesty note
A direction, described carefully.
Sarv Edge is a product direction, not a claim that every SarvFlow feature already runs locally. Technical and privacy claims on this site are labelled to match the released implementation — and will be updated as engineering lands.
Money that understands your life.
Help shape a calmer, more useful kind of financial intelligence. Join the early access list for meaningful product updates and an invitation when we are ready.