Use Cases
Deterministic orchestration in the field.
Two regulated deployments that show why governance must sit above every model call.
Registered Investment Advisors
Compliance by architecture, not by hope.
Confidential national client.
The challenge
Fiduciary responsibility requires complete audit trails. SEC/FINRA compliance demands consistent, explainable recommendations. Most AI tools create liability exposure because advisors cannot prove their AI recommendations followed required processes.
Human AI solution
- Deterministic workflow ensures suitability assessments cannot be skipped.
- Every recommendation traced with a cryptographic audit trail.
- AI assists with analysis; humans approve within compliant guardrails.
- Model-agnostic routing without rewriting compliance logic.
Value delivered
- Compliance by architecture, not by hope.
- Reduced regulatory exposure.
- Advisor productivity gains without compliance risk.
Great Salt Lake Water Verification
Zero-trust orchestration for critical infrastructure.
The challenge
Utah is investing over $1B in Great Salt Lake conservation by 2034, but no integrated system exists to verify whether these investments deliver water to the lake. The RFP requires verifiable reductions from measurable telemetry, yet that infrastructure does not exist.
Water districts face an impossible choice: keep SCADA systems air-gapped and secure, or connect them and accept new attack vectors.
Human AI solution
- Federated governance where each organization maintains data sovereignty.
- Air-gap preservation through secure gateways that avoid SCADA exposure.
- Cryptographic water receipts with SHA-256 hashing and ECDSA signatures.
- Real-time water balance assessments with physics-informed modeling.
Project scope
- $2.28M, 24-month initiative with 10-20 sensors at critical reaches.
- Integrate 30+ existing USGS and Division of Water Rights gages.
- Public dashboard tracking progress toward 2034 restoration goals.
- 12,000-20,000 acre-feet/year in efficiency gains through optimization.
Partners
McCulley Watershed Consulting Services (Prime, Project Director), Human AI / Open Teams (technical infrastructure, cybersecurity, data science), Weber State University (groundwater modeling), University of Utah (isotope hydrology), Weber Basin Water Conservancy District (pilot deployment).
Why this matters for investors
Critical infrastructure requires zero-trust collaboration and court-admissible verification. The same architecture that protects water districts protects financial services firms from compliance exposure.
Target industries overview.
Human AI applies governance to any environment where auditability is non-negotiable.
| Industry | Challenge | Human AI value |
|---|---|---|
| Financial Services | Fiduciary compliance, audit trails, SEC/FINRA | Deterministic workflow enforcement, cryptographic audit |
| Critical Infrastructure | SCADA security, multi-stakeholder data sharing | Zero-trust orchestration, air-gapped deployment |
| Healthcare | HIPAA, patient data sovereignty | Zero-knowledge architecture, on-prem deployment |
| Legal | Attorney-client privilege, e-discovery | Cryptographic verification, access controls |
| Government | FedRAMP, classified environments | Air-gapped operation, formal verification |