Sarv Edge, the intelligence layer
Intelligence that comes to you.
Sarv Edge is the on-device intelligence approach underneath SarvFlow. Its premise: useful intelligence should sit closer to the person it serves. 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 and timing | Nothing |
| Aggregation | Builds anonymised cohort averages | Cohort scores only |
| Dashboards | Shows partners cohort patterns | No personal data |
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 homeSarv Edge
The on-device intelligence layer. Its principles live in the SarvFlow design today. The full local engine is in active engineering.
Research: privacy-first AISarv Grid and Vault
Trusted distributed AI compute: verified nodes, sealed workloads, auditable accounting. The Vault is its first home hardware.
Visit sarvflow.aiHonesty note
A direction, described carefully.
Sarv Edge is a product direction, and not every SarvFlow feature runs locally yet. Technical and privacy claims on this site are labelled to match the released implementation, and the labels change 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.