Can we control who sees what?

Yes. TextQL connects as the role you assign and never re-implements your security model, so revoking a grant in your warehouse takes effect on the next query. Your data is never used to train models.

Does it replace our financial, grants or case systems?

No. TextQL reads the systems you already run and works alongside them — it answers the questions they were not built to ask, across all of them at once.

Who defines what a measure like obligated 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 / government

TextQL for Government

Agents that check every program, grant and payment against plan — while there is still time to act.

Book a demo Explore solutions

soc 2 type iiyour cloud or air-gappedevery query logged

An AI-Powered Operating System for Government

Infuse program oversight, budget execution, grants and constituent services with AI-driven automations — on one ontology your agency owns.

Connected solutions + automations

- Outcomes vs goals
- Spend by program office
- Performance reporting
- Obligations vs plan
- Burn by appropriation
- Unliquidated balances
- Case backlog
- Processing times
- Service levels by office
- Drawdowns vs milestones
- Recipient reporting
- Closeout readiness
- Improper payments
- Duplicate vendors
- Eligibility checks

[ your first answer ]

Bring the Question Your Agency Can’t Answer Today

Pick one — an under-obligated fund, a program behind its goals, a backlog nobody can explain. We run it against your data, inside your boundary, and show your team the answer and the records 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 inside your boundary We connect inside your cloud or air-gapped network — nothing leaves your environment
03 Check the answer Your team checks the answer against the records it came from

questions agencies bring first

Which programs are behind on their performance goals? Program Oversight
Which appropriations are under-obligated with a quarter left? Budget & Expenditure
Which offices are falling behind on processing times? Constituent Operations
Which recipients are drawing down ahead of their milestones? Grants Management
Which payments match a duplicate or excluded vendor? Fraud, Waste & Abuse

[ the platform ]

The Platform, in Your Agency’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 Financial, grants and case-management data wherever it lands — Oracle, SQL Server, SAP HANA, Snowflake — read in place, never copied out. / ontology One Model of the Agency Programs, appropriations, grants and cases defined once — obligated, outcome and days open mean the same thing to every agent. / agents Work That Runs Itself Agents that check obligations against plan, screen payments before the run 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.

Inside Your Boundary Deploy in your VPC, your own data center, or fully air-gapped with no outbound route. Agency data never leaves your environment.

Your Permissions, Enforced TextQL connects as the role you assign, so the row and column rules in your warehouse decide what each person sees.

Every Query Logged Each question, each agent run and the data it touched, recorded with the user who asked — streamed to your SIEM.

/ soc 2 type ii/ your cloud or air-gapped/ every query logged

Visit the trust center

[ faq ]

What Teams Ask Before They Start

Talk to the team

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

[ try textql ]