Chat with data
Every question answered in seconds, not sprints.
No SQL tickets, no dashboard backlogs. Business users ask in plain language; BillerLens resolves the question against your governed metric definitions and answers with data, charts, and context.
✓Consistent answers — metrics defined once, resolved the same way for everyone.
✓Permission-aware — every answer respects row- and column-level access rules.
✓Explainable — see the exact query and definitions behind every answer.
The semantic layer
One layer of meaning between people and databases
Model once, use everywhere
Define entities, metrics, and relationships once. BI tools, chat, APIs, and GVLens all read the same definitions.
Sits on your stack
Queries run in your warehouse — Snowflake, BigQuery, Redshift, Databricks, Postgres. No data leaves your perimeter.
Central governance
Version-controlled definitions, lineage, approvals, and a full audit trail for every question asked.
All industries
Built for billing — fluent in every domain
Utilities
Consumption, billing cycles, collections, outage credits.
Telecom
Plans, usage, churn, dunning, and revenue assurance.
Healthcare
Claims, patient billing, payer mix, denial analytics.
Financial services
Payments, fees, portfolio metrics, regulatory reporting.
Insurance
Premiums, renewals, lapse risk, agent performance.
SaaS & subscriptions
MRR, expansion, involuntary churn, billing health.
Government
Fees, permits, tax billing, citizen payment services.
Retail & e-commerce
Orders, refunds, loyalty, payment performance.
Put BillerLens over your data.
Connect a warehouse and ask your first question the same day.