Applied AI Research
Built for High Stakes
We design and deploy deterministic AI systems for domains where failure is not an option in law, medicine, cybersecurity, and finance.
MAPOS Runtime: Interactive Demonstration
01 / 03// APPLIED RESEARCH & DEPLOYMENTS
From Lab to Production
Legal Intelligence
RealVerdict AI
Deterministic legal reasoning at machine speed.
Multi-agent orchestration system that synthesizes case law, statutory text, and precedent vectors to produce structured legal opinions. Initially focused on select practice areas; built for high-stakes litigation support with full audit trails and human-in-the-loop verification at every inference step.
Health Data Platform
Cronometer
Precision nutrition intelligence for clinical outcomes.
AI-powered health data platform integrating dietary logs, biomarker panels, and wearable telemetry into a unified inference engine. Powers personalized intervention recommendations with clinical-grade traceability and privacy-preserving federated learning.
Cybersecurity Ops
Adlumin
Autonomous threat detection and incident orchestration.
Cybersecurity operations platform combining real-time log correlation, behavioral anomaly detection, and automated playbook execution. Reduces mean-time-to-detect from hours to seconds across distributed enterprise environments.
Municipal Law
CivicCode
Municipal ordinance intelligence across cities.
Deterministic AI system that ingests and reasons over municipal codes, zoning ordinances, and local regulations. Rolling out in a focused set of jurisdictions first; delivers citation-grounded answers for permits, compliance, and cross-city policy comparison with full audit trails and human-in-the-loop verification for government and legal teams.
Platform Disputes
DisputeBridge
End-to-end platform dispute resolution, from milestones to arbitration.
Deterministic AI system for freelance and platform disputes: tracks project milestones, payment flows, and platform Terms of Service compliance; supports structured mediation and arbitration workflows with evidence bundling and citation to ToS and contract terms. In limited rollout; outputs are audit-ready and feed into legal follow-up (demand letters, small claims, or counsel handoff) with full chain-of-custody for evidence.
Applied Research Horizon
Quantum-Assisted AI Orchestration
The next frontier: probabilistic reasoning at quantum scale.
A research initiative exploring quantum annealing and variational quantum circuits as optimization layers within multi-agent AI pipelines. Target applications span legal discovery, medical differential diagnosis, and real-time crisis management in domains where classical compute reaches its ceiling.
Sandbox Access: Limited Preview
03 / 03$ mapos request-access --sandbox --tier=limited-preview
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