Multi-Source Warehouse
Semantic Search
NLP
Text-to-SQL

Plain English In. Auditable Answers Out.

A controlled AI layer that turns natural-language questions into validated answers — across every system you own.

Decision Intelligence, in 30 Seconds

Three Roles. One Bottleneck.

Business Leaders

The board asks Tuesday. The answer comes the following Friday. The question has already moved on.
Business Leaders

Functional Heads

You know what to ask. Now negotiate with product, ops, and the outage of the week for one analyst's afternoon.
Functional Heads

Tech & Data Teams

The backlog never shrinks. Every ad-hoc question pushes a real project another week out.
Tech & Data Teams

One Engine. Four Ways It Lives in Your Stack.

Conversational Data Intelligence

The engine. Ask any question across the data you own. Get the answer, the explanation, and the query that ran.

Semantic Search & Retrieval

RAG-grounded search across structured and unstructured data — with citations to source.

KPI Dashboards & Decision Instrumentation

The metrics your team actually decides on — surfaced where they're already looking.

A Controlled Pipeline Between Your Users and Your Data

01

Ask

A user types a question the way they'd ask a teammate.

02

Interpret

The system parses the metric, timeframe, filters, and grain.

03

Ground

It pulls your schema, business definitions, and relationships.

04

Validate

Role-based permissions, allowed tables, PII rules, row limits, and cost limits checked before anything runs.

05

Answer

Returns the result, the explanation, and the query that ran.

Same Engine. Three Verticals

Auto Insurance CDI
Auto Insurance
Live Demo
Conversational Data Intelligence
Conversational Data Intelligence across every data set you own — claims, underwriting, policy, telematics. Plain English in. Auditable answers out, with the SQL that produced them.
Music Distribution Royalties & Earnings
Chat with Your Data
Music Distribution
Conversational Data Intelligence
Conversational Data Intelligenceacross every data set you own — royalties, streams, catalog, territories. Plain English in. Auditable answers out, with the SQL that produced them.
Research & Innovation Community Intelligence
Live Demo
Innovation Ecosystems
Community Intelligence
Community Intelligence across your innovation ecosystem — people, organizations, patents, grants, publications. Plain English in. Ranked matches with reasoning out, ready for a warm intro.

Same Engine. Three Verticals

Schema Grounding
Queries hit your real tables with your business definitions. No guessing.
Query Validation
Allowed tables, row caps, join rules, cost limits. Checked before execution.
Role-Based Access
Permissions enforced at query time, not just in the UI.
PII Guardrails
Sensitive columns gated by policy. Refused or redacted before return.
Self-Correction
If validation fails, the system repairs and retries. No nonsense answers.
Audit Trail
Every question, query, and result logged. Reviewable by compliance.
BRING A QUESTION. LEAVE WITH AN ANSWER.
50 minutes on real data — our demo sets, or under NDA, yours.
Book a walkthrough