Deep-Tech Infrastructure · 64 Industrial Domains

The intelligence layer
that industry has been
waiting decades for.

BivectorAI is a deep-tech infrastructure company. We deliver deterministic, evidence-bound industrial decisions — across advanced materials, quantum systems, biopharma, defense, energy, and twelve major industry clusters — with every output hash-sealed and independently auditable.

Không phải AI thống kê. Không phải SaaS thông thường. Hạ tầng ra quyết định công nghiệp — có bằng chứng, có thể kiểm toán độc lập, chạy trên 64 lĩnh vực.

01 AI Software Assurance 02 Cybersecurity & Supply Chain 03 Advanced Materials 04 Biopharma Dry-Lab 05 Neuroscience & Medical Imaging 06 Quantum Computing & PQC 07 Accelerator Facilities & HPC 08 Robotics, Autonomy & Sensors 09 Critical Infrastructure 10 Energy & Datacenters 11 Semiconductor & Quantum Hardware 12 Defense, Mission AI & Sovereign Systems

12 domain clusters · 64 registered sub-domains · View full domain registry →

What BivectorAI Is

Not a model. Not a dashboard.
A decision infrastructure platform.

Every industrial system — from a drug candidate to a power grid to a defense sensor network — needs decisions that are verifiable, repeatable, and defensible. BivectorAI delivers exactly that: a single platform that generates evidence-bound assessments across every domain it covers, with every output sealed and auditable from day one.

Mọi kết quả đều có nguồn gốc, có thể kiểm chứng và không thể bị làm giả. Đây là hạ tầng — không phải một sản phẩm đơn lẻ.

Assess

Industrial candidate ranking

Generate and rank candidates across materials, molecules, quantum workloads, sensor configurations, and infrastructure states — with explicit evidence and claim boundaries on every result.

Package

Review-ready evidence packs

Every output is packaged into a customer-readable dossier: what was assessed, what passed, what remains unproven, and the recommended next step. Formatted for expert review, not internal use.

Deploy

Local & air-gapped runner

VSCode extension and CLI for enterprise teams whose source code or operational data cannot leave their boundary. Full local deployment, no cloud dependency, no data transfer required.

License

Cross-domain platform licensing

Partners building on top of the platform get registered domain access, API rights, and a license referencing the underlying IP portfolio — with hardware co-processor direction preserved as deep-tech upside.

Industrial Domains

Twelve industry clusters.
64 registered domains. One platform.

The platform's registered domain registry spans 18 orders of magnitude — from atomic-scale material candidates to planetary Earth-system cascades. AI Software Assurance is the commercial entry point. The IP and technical base covers every domain below.

Commercial Entry

AI Software Assurance

Geometric inspection of AI-generated code changes. Protected-path policy enforcement, dependency drift detection, reproducible evidence reports. VSCode/CLI with local and air-gapped enterprise deployment. The first commercial product. Pilot-ready today.

Research Platform

Advanced Materials & Physical Sciences

Structured candidate assessment for quantum materials, superconductors, semiconductors, batteries, and catalysts. Evidence packs with explicit claim boundaries and provenance records — no experimental results are claimed without independent lab validation.

Dry-Lab Research

Biopharma & Biomedical

Molecular and biological candidate ranking with identity controls, provenance records, novelty boundaries, and CRO-ready dossiers. 253 preregistered drug-candidate packages prepared for expert handoff. Clinical and experimental validation explicitly outside the dry-lab claim.

Pilot Track

Quantum Computing & PQC

Quantum workload assessment, artifact inspection, execution provenance, reproducibility records, and post-quantum cryptography migration evidence packs. Hardware compliance requires independent validation.

Pilot Track

Accelerator Facilities & Scientific HPC

Beamtime readiness records, experiment configuration evidence, computational lineage, and HPC milestone packages. Designed for technical review before scarce facility time and budgets are committed.

Assurance Track

Robotics, Autonomy & Sensors

Sensor-state stability assessment, industrial robot telemetry analysis, counter-UAS sensor fusion, GPS-denied navigation evidence, and action-boundary records. Assurance and decision support — not autonomous safety certification.

Industrial Research

Energy & Datacenters

Energy grid stability analysis at 5-second resolution, renewable integration evidence, cooling and power-flow topology assessment, datacenter infrastructure state records. Advisory outputs — kept separate from direct operational control.

Industrial Assurance

Critical Infrastructure

Software and configuration lineage, causal incident reconstruction, change records and review boundaries for OT, ICS, and SCADA environments. Air-gapped and customer-controlled deployments fully supported.

Regulated Evidence

Finance, Healthcare & Compliance

Policy-to-evidence mapping, provenance-preserving records, and privacy-aware signatures for regulated technical systems. Regulatory approval, financial assurance, and clinical validity remain the responsibility of qualified independent reviewers.

Long-Horizon R&D

Semiconductor, Superconductor & Quantum Hardware

First-principles research toward a dedicated hardware co-processor targeting ≥10⁶ assessments per second. Candidate material, control, and measurement architectures under active development. No fabricated device or room-temperature hardware claim is made.

Sovereign Assurance

Defense, Mission AI & Sovereign Infrastructure

Mission-data provenance, hallucination-firewall assurance, logistics readiness records, and chain-of-custody evidence. Air-gapped deployment with customer-controlled cryptographic ownership. Operational effectiveness requires customer testing and validation.

Scientific Research

Neuroscience, Medical Imaging & Scientific AI

Research artifact indexing, scientific evidence binding, neuroscience and protein-system analysis, reproducibility records and expert-review packages. Diagnostic or clinical claims are explicitly excluded without independent validation.

Customer Outputs

What you receive.
Deliverables — not promises.

Industrial Candidate Index
Ranked candidates — materials, molecules, workloads, sensor states, or infrastructure configurations — each with stability classification, provenance lineage, and explicit claim boundaries.
CSV · JSON · HTML
Review-Ready Evidence Pack
A structured technical document: what was assessed, which gates passed, what remains unproven, and the recommended next step. Formatted for expert review — not internal consumption.
PDF · HTML pack
Audit Manifest
Hash-bound records for every run: source lineage, checksums, assessment values, run metadata, safe-redaction notes, and full reproducibility instructions. Independent audit-ready from day one.
SHA256 manifest
Local Enterprise Runner
VSCode extension and CLI for engineering teams whose source code or operational data cannot leave the customer boundary. Full local and air-gapped deployment — no cloud required.
VSCode · CLI
Pilot Acceptance Pack
A scoped pilot plan: exact inputs, expected outputs, success gates, non-claims, human review path, data boundary definition, and the next commercial step. Built so your technical team can validate it independently.
Pilot SOW
Internal Evidence Base

The technical base is already running.
Independent validation is the next gate.

The figures below come from founder-controlled repositories, preregistered test contracts, deterministic receipts, and internal audit artifacts. They support technical diligence and pilot design — they are not third-party certifications, production approvals, or independent scientific validation.

6,250+ Claim-style technical disclosures across 47 parts — USPTO Provisional Application No. 64/129,790. Not granted patent claims.
200+ RBFVN mathematics papers addressing 6 Clay Millennium Prize Problems — Hodge, BSD, Riemann, Yang–Mills, Navier–Stokes, P vs NP
87+ RIQG physics publications on Zenodo covering quantum gravity, Standard Model geometry, holographic entropy, and the Vi law cosmological constant.
64 Industrial domains registered in the cross-domain platform, spanning 18 orders of magnitude — from atomic-scale crystal defects to Earth-system climate cascades
1,000+ Material candidates screened across quantum materials, semiconductors, and superconductors in the internal geometric dry-lab pipeline
253 Preregistered drug-candidate packages prepared for expert review and experimental handoff in the biopharma dry-lab track
325 CRO-style scientific evidence packages in the internal drug-discovery research track
120+ Rust crates and internal platform components recorded across the audited repository track
43 / 43 Held-out native reasoning-cycle cases closed in the recorded internal evaluation suite
100+ Platform modules implemented and audited across all 12 domain clusters — spanning customer-facing pipelines, scientific dry-lab tracks, and sovereign-grade deployment
96 / 96 Quantum defect material candidates converged through the internal geometric screening pipeline — top candidate score 97.59 / 100
≥10⁶ Target assessments per second for the dedicated hardware co-processor under long-horizon R&D — no fabricated device claimed
Public-safe boundary: BivectorAI discloses application domains, artifact types, repository counts, preregistered gates, reproducibility records, deployment modes, and claim boundaries. The RIQG and RBFVN scientific publication records are publicly accessible on Zenodo and via the inventor's ORCID record (0009-0006-6039-0989). Protected mathematical mechanisms, candidate-generation logic, private algorithms, and unfiled trade-secret details remain black-box.
Validation boundary: RBFVN Millennium Prize papers are preprints — external peer review, community scrutiny, and prize adjudication are governed separately by Clay Institute rules. No fabricated hardware device, room-temperature quantum hardware result, clinical validation, regulatory approval, production safety certification, or independent performance certification is claimed by these internal figures.
For Investors, Partners & Pilot Customers

The IP is filed. The platform is running.
We're looking for partners to validate it at scale.

BivectorAI is ready to discuss focused pilots, strategic investment, IP prosecution support, and domain-specific co-development. Founder: Dam Van Vi — damvanvi@gmail.com