Capability, Proven in Production
yunforce delivers governable, auditable, boundary-explicit enterprise AI systems — not demos.
Capability isn't dressed-up concepts. We prove it with real projects: complexity can be handled, key trade-offs can be explained, delivery commitments can be verified.
yunforce delivers governable, auditable, boundary-explicit, evidence-backed enterprise AI systems — not demos.
The kind of AI system we deliver
Most AI projects today are stuck on the same problem: the model can produce, but the output can't enter a real business process — because there is no approval, no evidence, no traceable boundary. yunforce's engineering capability is built specifically for this problem.
The three capabilities below are our core commitment to clients.
Three core capabilities
AI Governance & Approval Closure
Let AI enter the business — without bypassing it.
- -No model, no API, no agent reaches critical execution systems directly
- -Every decision is typed, validated, and human-approved
- -Every approval has actor, timestamp, version, and policy lineage attached
Evidence-Based Delivery
Done is not "it looks like it works" — done is "the evidence says it works."
- -Every phase has explicit closure criteria, not "close enough"
- -Critical changes require restart-safe, reconcilable, replayable evidence closure
- -We don't ship "looks great in the demo, never runs again" deliverables
Human-Led Multi-Agent Engineering
Use agents to multiply engineering throughput — but keep final direction and high-risk authorization human.
- -Multiple agents can suggest, draft, implement; final approval stays with a human
- -Role boundaries, pause points, and evidence trails are enforced in documentation
- -Not locked to any LLM vendor — the workflow is defined by boundaries, not by a model
In-house proof case
Capability claims need evidence. The case below is not yunforce's external business — it's our own in-house high-constraint system. We use it to verify the three capabilities above all hold under real pressure.
Quant v1.1
A high-risk, strictly bounded, audit-required quantitative trading system — used to validate yunforce's actual capability in AI governance, evidence closure, and multi-agent engineering collaboration.
This is a capability proof case, not an industry limitation.
Read the full case→More in-house cases coming