AI Gets You Close. We Get You There.
AI is powerful — but “probably right” isn’t an outcome. We couple deterministic mathematical solvers with AI to close the gap between prediction and proof.
We Couple AI With Deterministic Solvers
AI is powerful at finding signal. But “95% confident” isn’t a certified outcome. We pair AI systems with deterministic mathematical solvers so every decision is both intelligent and provable.
Evaluate → Decompose → Solve → Ship
A systematic approach to coupling AI with deterministic certification. Four steps from assessment to production.
Discovery → Proof of Concept → Production
Three phases. Two productized 2-day entry points. Start small, prove value on real data, then scale.
Map your operational landscape — where AI decisions need deterministic guarantees, where new AI deployments could safely drive efficiency.
- AI risk & opportunity audit
- Constraint landscape assessment
- Safety certification roadmap
Working prototype on your real data — demonstrating the coupled AI + deterministic approach on your actual use case.
- Coupled solver on real data
- Outcome guarantee benchmarks
- Correctness certification
- Production integration blueprint
Full deployment with cryptographic audit trails, real-time monitoring, and ongoing calibration. Not a handoff — a partnership.
- Production deployment
- Cryptographic audit trail
- Ongoing calibration & optimization
Where This Applies
The coupled AI + deterministic approach works anywhere decisions need to be both intelligent and provable.
Financial Decision Certification
Portfolio risk evaluation, trade pre-certification, and compliance verification. AI identifies opportunity; deterministic solvers certify that every position stays within regulatory and risk constraints before execution.
Autonomous Resource Allocation
Fleet management, infrastructure scaling, and supply chain optimization. AI predicts demand; deterministic solvers guarantee that resource allocation satisfies capacity, safety, and SLA constraints.
AI Agent Governance
Pre-execution certification for autonomous agents. Every tool call, API request, and state change is evaluated against scope, reversibility, rate, and data access constraints before execution — not after.
Operational Decision Assurance
Manufacturing quality gates, clinical trial protocol adherence, and regulatory reporting. AI accelerates analysis; deterministic solvers ensure every decision meets audit and compliance requirements.
Proof of work, not a pitch deck.
Every assessment produces a structured deliverable with workflow decomposition, ROI modeling, and a prototype scope. Here’s what that looks like in practice.
Assessment Delivery Example
See the complete deliverable from a 2-day assessment. Workflow decomposition map, value model, beachhead identification, solution architecture, and production roadmap.
AI Strategy vs. AI Execution
Your AI strategy is the engine. We identify the first payload. A framework for organizations that have an AI roadmap but haven’t shipped production AI yet.
Strategy + Build
Executive-level strategic architecture AND a working prototype. We think at the C-suite level and build at the engineering level. You don’t need two vendors.
Your AI Makes Predictions. Let’s Make Them Provable.
Start with a 2-day assessment. See the gap between what your AI predicts and what can be deterministically certified. Then decide how far to go.