Evidence
Structural data representation applied to domains where approximate answers are unacceptable.
Domain Status
Honest status across five domains
Enterprise Data Infrastructure
ValidatedStore data once in structural form. Serve caching, vector search, feature serving, and full-text search from a single GPU-native representation.
Proof
1B entries, 100% recall, 38.5ms p50, 24h soak test
Computational Physics
In ProgressQTT decomposition applied to CFD, plasma kinetics, and electromagnetic simulation on GPU.
Proof
Active research — Navier-2D, Vlasov-6D benchmarks on H100
Healthcare and Genomics
Plannedfp64 exact recall for clinical data, pharmaceutical research, and genomic analysis where approximate answers are unacceptable.
Proof
Exploratory — fp64 validation complete
Autonomous Systems
PlannedStructural data representation for high-fidelity simulation, sensor fusion, and real-time decision systems.
Proof
Planned
Scientific Computing at Scale
PlannedLarge-scale scientific workloads where QTT decomposition enables previously intractable computations.
Proof
Planned
Execution Status
Platform validation status
Test & Gate Status
Tests Passing
655/657 passing
Gauntlet Passing
39/39 gauntlet passing
Regression Gates
5/5 regression gates passing
Security & Reliability
Hostile Audit
341/341 tests, 16 findings remediated
Soak Test (24h)
24h soak, 8.6M inserts, 2.9M queries, 9 errors
PQC Attestation
ML-DSA-65 (FIPS 204) on all benchmark artifacts
Tell us what you're working on.
We evaluate domain-specific applications where exact answers matter and approximate solutions are too costly.