How long before our teams get a first answer?

A pilot is scoped to one question and one or two sources, so your team sees answers on its own data early. Lumeris went from proof of concept to a production platform in eight months, across three business lines.

Does it replace our rules engine or BI tools?

No. TextQL sits on the warehouse you already run and works alongside existing edits, vendors and dashboards — it answers the questions they were not built to ask.

Who defines what a metric like PMPM means?

Your team does. Definitions live in the ontology as reviewed, versioned files in your own repository, so every agent and analyst uses the same one.

/ solutions / payors

TextQL for Payors

Agents that check every claim, member and contract — before the plan pays, not after.

Book a demo Explore solutions

in production at Lumeris

soc 2 type iihipaa · baaruns in your cloud

An AI-Powered Operating System for Payors

Infuse claims, payment integrity, medical economics and Stars workflows with AI-driven automations — on one ontology your plan owns.

Connected solutions + automations

[ in production on payor data ]

From proof of concept to production across analytics, finance, operations, and clinical teams in a HIPAA-compliant environment.

From POC to production platform

8 months
Business lines with self-serve analytics

3
Analyst on-call burden for ad-hoc reports

0
Read the Lumeris story

[ your first answer ]

Bring the Question Your Plan Can’t Answer Today

Pick one — a cost trend, a payment pattern, a Star measure. We run it against your data, in your environment, and show your team the answer and the claims behind it.

Book a demo Talk to an expert

01 Pick the question A 30-minute call to choose the question and the sources
02 Connect in your cloud We connect inside your cloud under a BAA — nothing leaves your environment
03 Check the answer Your team checks the answer against the claims it came from

questions plans bring first

[ the platform ]

The Platform, in Your Plan’s Terms

Three layers, one deployment. Each is a page of its own when your technical team wants the detail.

/ connectors Every System You Run Facets, QNXT or HealthRules data wherever it lands — Snowflake, Databricks, SQL Server, Oracle — read in place, never copied out. / ontology One Model of the Plan Members, claims, providers and contracts defined once — PMPM, allowed amount and gap status mean the same thing to every agent. / agents Work That Runs Itself Agents that screen claims before they are paid, chase open care gaps and report on a schedule — every query logged for audit.

[ security ]

Built to Pass Your Security Review

SOC 2 Type II Audited annually. The report is available on request through the trust center.

HIPAA, with a BAA PHI audit trail, auto-logout, RBAC and workspace isolation, SSO with your identity provider.

Your Cloud, or Air-Gapped Deploy in your VPC or fully disconnected. Protected data never leaves your environment.

Never Trained on Your Data Your claims and member data are not used to train models — ours or anyone else’s.

/ soc 2 type ii/ hipaa · baa/ runs in your cloud

Visit the trust center

[ faq ]

What Teams Ask Before They Start

Talk to the team

No. TextQL deploys in your own cloud account or an air-gapped environment, queries your data in place, and signs a BAA. Every query is logged with the user who asked it.

[ try textql ]