Data. Intelligence. Edge.™
We don't stop until the number moves.
Data mining, data activation, and platform engineering. For organizations that want an edge. Ready to lead?
What we do
Data Mining
Your data is full of new answers. We uncover them, sharpen them, and grow them with signals from the wider world.
Services
- Data ScienceModels that score, segment, and decide. In real time.
- Data CleaningTrust your records. Across CRMs, data lakes, and digital products.
- Data AcquisitionWeb scraping, partner feeds, public sources. We bring it in.
- Data EnrichmentAdd the columns your analytics is missing.
Edge gained
- Rich customer profiles ready to activate.
- Real-time signals delivered to every channel.
- Datasets your competitors don't have.
- Production-ready data for AI and activation.
Data Activation
Growth, Sales, and Service running on your full data. Autonomous, real-time, and free from manual orchestration.
Services
- Next Best ActionEvery journey shaped by full customer history — straight from your data lake, no ETL required.
- AI InsightsProactive AI insights — surfaced before you have to go looking.
- AI AugmentationYour team and workflows augmented with just-in-time context — human in the loop, AI agents behind them.
Edge gained
- Conversion boost from 5% — no cap on the upside.
- Every customer treated in a unique way.
- Autonomous customer journeys, end to end.
Platform Engineering
The platform underneath your business — designed, run, and shipped with you. Open by default, partners for the long run.
Services
- Solution ArchitectureModernize your stack, remove vendor lock-in, and improve resiliency.
- Managed InfrastructureDeep expertise in Kubernetes (Talos), Infrastructure as Code, data lakehouses (Delta, Iceberg), and databases (StarRocks, Postgres). As a service, or as part of your team.
- AI InfrastructureSecure AI Gateway, hosted MCPs, and the rest of your AI plane — built, deployed, and operated on your terms.
Edge gained
- 50%+ infrastructure cost reduction.
- 10× data availability — real-time by default.
- Battle-tested engineering — embedded, on-demand, full-stack.
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Our open-source data activation engine. Real-time by default. Distributed by design. Written in Rust. MPL-2.0. Yours to inspect, fork, or self-host.

