Can we prove how a number was calculated?

Every answer ships with the exact SQL, the semantic-graph nodes it traversed, and the rows it sampled. Approved figures become immutable registry entries with full provenance.

How is sensitive data controlled?

Restricted columns (PII/financial identifiers) are refused or masked by role at plan time — before any SQL runs — and every access is recorded in the audit log.

Can it run in our VPC?

Yes. Sema's control plane can run in your network; generated SQL executes against your data plane, and the semantic graph never leaves your environment on the self-hosted tier.

Sema

Sema for Financial Services

Explainable, audited answers for regulated finance.

Exposure, delinquency, AUM and regulatory metrics — answered in plain English with the SQL shown, access enforced by role, and an immutable record of who asked what, and when.

the problem

In finance, an unexplained number is a liability.

Regulators and risk committees need to know exactly how a figure was derived and who could see it. Black-box AI and screenshot-driven reporting can't survive an audit.

use cases

Questions Financial Services teams ask Sema.

Risk & exposure

Concentration, exposure and limit-utilization metrics defined once and traceable to source.

Delinquency & aging

Delinquency buckets and roll rates by product and segment, with frozen evidence on every alert.

AUM & flows

Assets under management, net flows and balances reconciled across systems.

Regulatory reporting

Reusable, governed definitions that make periodic regulatory packs repeatable and defensible.

how sema solves it

Ask in English. Trust the answer.

Sema learns what every column means and writes the glossary for you.
Define each metric once — it resolves the same way in every answer, report and alert.
Every answer ships with the SQL it ran and the tables it touched.
Sensitive fields are masked or refused by role, and every query is audit-logged.

See how Sema works

Sema answering a Financial Services question — Plain-English question → grounded SQL → explainable, charted answer.

100%

queries logged, append-only

RBAC

row + column access by role

1-click

evidence pack export

trusted by data teams at —

NorthwindAtlas Mfg.Helix BioPolaris BankVertex RetailLumen Health

questions

Financial Services, answered.

get started

See Sema on your financial services data.

A 20-minute walkthrough against a sample warehouse, then wired to your real schema. No slides.