Synthetic Data
You Can Prove.

Rapid Relational Fabrication uses a 256-bit deterministic seed from Contract K to drive a counter-based RNG — IEEE-754 binary64 precision throughout. Cross-column correlations, referential integrity rules, and nullable constraints are enforced by the Canonical Lift pipeline before any output is written. The same Contract K produces bit-for-bit identical results on any hardware, any OS, any time. 500K rows in under 8 seconds on synth/cpu.

Thermodynamic Reservoir Computing applies energy-based generative modeling with configurable temperature schedules, driving contrastive divergence with negative sampling until Gibbs chain convergence. The result preserves complex multivariate distributions — including heavy tails and rare-event behavior — not just marginal statistics. Designed for ML training datasets, privacy-sensitive distribution replication, and research contexts where statistical fidelity cannot be compromised.

Generates multi-layered OT telemetry with calibrated physics models across five industrial protocol stacks: Modbus TCP register tables, OPC-UA node hierarchies, BACnet/IP ASHRAE object models, MQTT topic trees, and DNP3 SCADA/RTU frames. Describe any industrial facility in natural language — power generation (turbine, substation, grid), oil & gas (pipeline, refinery, compressor), water treatment (WWTP, distribution), discrete manufacturing (CNC, PLC, conveyor) — and the LLM fabricates a custom scenario pack with calibrated sensor catalogs, physics cross-checks, and protocol mappings. Four operating regimes per scenario: normal baseline, high-load, fault propagation, and scheduled maintenance.

Generates labeled ICS attack datasets covering five MITRE ATT&CK ICS categories: Replay (replayed control commands), Command Injection (forged setpoints), Denial-of-Service (protocol flood and resource exhaustion), Man-in-the-Middle (session hijacking and certificate spoofing), and Network Reconnaissance (active scanning and enumeration). Each sequence includes configurable intensity profiles, inter-packet timing distributions, and severity scores mapped to ATT&CK ICS sub-techniques. Ground-truth label columns allow direct use in IDS classifier training without manual annotation.

Every generation job — regardless of engine, size, or tier — produces the same 8-artifact evidence bundle unconditionally. Contract K is BLAKE3-hashed before execution begins. The Determinism Proof captures the BLAKE3 digest of the full output, enabling any third party to independently confirm the output matches the specification without accessing SynthLabTech. The Artifact Manifest is a SHA-256 hash of all 7 preceding artifacts, providing tamper detection at the bundle level. Designed for SOC 2 audits, FDA validation, and legal discovery.

The AssistantBroker translates natural language into a fully deterministic Contract K specification through the Tool Registry — a typed schema mapping directly to engine parameters with no ambiguity between intent and execution. The LLM Gateway routes requests across providers (OpenAI, Anthropic, local models) with automatic failover, so no single vendor outage blocks your workflow. PII Redaction scrubs session context before any payload leaves the system. The Rules Engine enforces organizational policy at the orchestration layer, before any engine is invoked.