Client opens a case
Goals, files, and scoped credentials enter an isolated workspace.
Expert-supervised AI services
Deliver expert judgment at AI speed.
Turn your methods, private knowledge, and tools into a protected AI service—with client isolation, auditable delivery, and a real expert ready to take over.
CASE / FY-2048 EXPERT NEEDED
Service
Weekly growth review
AI completed
Analysis, evidence, draft
Escalation
High-budget change approval
AL
Alex Lin
Responsible expert · SLA 18 min
Client-isolated workspace Fully audited
From request to accountable outcome
AI prepares. Experts decide. Clients get results.
Every case has a defined scope, evidence, an accountable owner, and an audit trail. Human takeover is part of the service protocol, not an improvised fallback.
Private runtime works
AI analyzes and drafts against expert-controlled knowledge, methods, and tools.
Policy escalates
Low confidence, risky actions, or a client request creates a complete handoff packet.
Expert owns delivery
A named expert takes over, revises, and publishes the result with a full audit trail.
Human handoff protocol
The expert never has to restart the work.
A handoff packet carries the client objective, completed work, evidence, risk trigger, open questions, and AI draft. Atomic assignment guarantees one current expert owner per case.
See the platformHANDOFF_PACKET / V1
Reviewable, assignable, traceable
1 Objective and client context
2 Evidence and tool activity
3 Risk rule and trigger
4 Proposed reply and open questions
5 Knowledge and Twin version
6 SLA, budget, and audit identifiers
One service, multiple trust boundaries
Expertise stays put. Delivery still scales.
Expert device
For solo experts and maximum knowledge control; only an outbound encrypted connection is required.
Expert private cloud
Run continuously in the expert account, with replicas split by client or sensitivity.
FYY managed
For teams that do not want infrastructure work, using the same tenancy, version, and audit model.
Start with one recurring workflow worth doing right.
We are working with small consultancies and professional firms serving 5-50 recurring clients to validate their first expert-supervised AI service.
Control at the edge. Expertise at the source.
A Cloudflare-first control plane coordinates private expert runtimes without forcing knowledge into a central database.
01
Edge control plane
Tenant identity, cases, handoffs, real-time events, artifacts, and audit on Cloudflare
02
Private expert runtime
Knowledge, memory, models, and tools can stay on the expert's device or private cloud
03
Human handoff
Atomic assignment, SLA, internal drafts, expert review, and accountable delivery
04
Ontology and evidence
Versioned domain objects, rules, actions, temporal facts, and traceable evidence