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EISBERG
Capability deep-dive

The longer you run it, the smarter it gets. The more customers we have, the smarter yours becomes.

The platform learns from every query, every classification, every successful agent action — across every customer who opts in. A moat that grows on its own.

Opt-in

Cross-customer learning, opt-in only

0

raw customer data leaves the data plane

Quarterly

intelligence updates ship across the fleet

Capabilities

What ships, in detail.

Cross-customer learning, opt-in

Aggregate patterns — anomaly signatures, query-routing heuristics, classification confidence calibrations — flow across customers without exposing any single customer's data.

Per-tenant memory

Your platform learns your business — your terminology, your processes, your tolerances — separately and confidentially.

Calibrated confidence

Every prediction the platform surfaces carries a confidence score backed by observed accuracy. The longer it runs, the better the calibration.

Network-effect moat

By the time an incumbent ships a learning loop, ours has had years of data across hundreds of customers. The advantage compounds.

Related unlocks

Other capabilities that compound with this one.

Want to see it live?

A 30-minute demo against your real data. We'll show you this capability end-to-end and answer any architecture or security question your team has.