Six capabilities. Proven in production first.
Every technique earns its place inside one of our own platforms before a client sees it. These are the six disciplines that repeat across everything the Lab ships, each with its own page, diagrams, and the production systems it runs in.
The Six Capabilities
Auto-advancing · hover to pause · click to exploreIntegrate multi-modal data at speed.
Open ingestion across operational feeds, market data, sensor streams, documents, and public sources, fused into one queryable picture. Streaming or batch, cloud or air-gapped.
- Public aviation feeds fused for disruption predictionAeroFarr
- Freight market, lane, and carrier data unified for analysisFreightCortex
- Governed lakehouse sources bound for creative productionAlchemyLake
A living twin of your operations.
Domain models engineered for industries with intricate temporal and geospatial structure: network graphs, process models, and digital twins that stay synchronized with the real world.
- Airspace network models for cascade awarenessAeroFarr
- A physical twin of the national freight networkFreightCortex
- Manufacturing process models for IATF and ISO environmentsSPCio
Anticipate what is next, with honest uncertainty.
Calibration-first forecasting: ensembles, conformal intervals, and uncertainty reporting. A confident wrong answer is worse than an honest uncertain one.
- Pre-departure disruption risk with calibrated intervalsAeroFarr
- Market anomaly and rate signalsFreightCortex
- Process drift detection on the lineSPCio
Act with confidence in the outcome.
From predicted futures to evaluated courses of action: generative planning, scenario simulation, and deterministic risk engines that rank alternatives before you commit.
- Disruption-recovery planningAeroFarr
- Scenario simulation across freight corridorsFreightCortex
- Lakehouse cost engineeringDatabricks Practice
Agents that do real work, under supervision.
Planner, executor, critic, and referee architectures with deterministic tool use, persistent memory, and evaluation harnesses. Agents, not chatbots.
- Tool-using freight analyst with agent-to-agent interfaceFreightCortex
- Supervised quality workflows, fully air-gappedSPCio
- Verified creative pipelines with sealed provenanceAlchemyLake
Answers grounded in evidence, always cited.
Hybrid retrieval over domain corpora, running in the cloud or inside sovereign air-gapped environments on local models only.
- Aviation safety-report retrieval with citationsAeroFarr
- PRISMA-aligned literature screeningEvidAI
- Sovereign air-gapped knowledge corporaSPCio
The Capability Index
Six pages · unchanged URLsServing those who
need to stay ahead.
We don't pitch slide decks. We show you what we've already built in your domain, then engineer what your mission requires.