Reasoning is the next infrastructure layer.
Every frontier system — silicon, logistics, autonomy, AI itself — eventually compiles down to discrete constraint problems. KARIOS makes that layer faster, auditable, and programmable.
Chip & EDA verification
Equivalence checking, model checking, and post-silicon validation. The reasoning layer underneath every modern verification flow.
Formal software verification
Bounded model checking, symbolic execution, theorem proving back-ends — SAT is the universal denominator.
Logistics & scheduling
Vehicle routing, crew scheduling, plant configuration, large-scale resource allocation expressed as constraint problems.
Cryptanalysis
Hash inversion bounds, cipher attacks, and verification of cryptographic protocols via SAT/SMT encodings.
Planning & operations research
Mixed-integer planning, configuration, and optimization workloads that current ILP stacks cannot close in time.
AI reasoning systems
Constraint-grounded checking for LLM outputs: structured tool use, plan validation, and discrete decision verification.
Robotics & autonomy
Task and motion planning, multi-agent coordination, and safety envelope checking.
Network & policy verification
Firewall reachability, BGP policy compliance, and zero-trust posture checks expressed as SAT.
EDA alone is a $15B+ market. Formal verification, optimization, and AI reasoning stack on top of the same primitive.
KARIOS is positioned as the underlying solver fabric. Enterprises do not buy algorithms — they buy reliability, throughput, and audit trails. That's the surface we sell.