Skip to content
NIN
← All upcoming models
NIN MODELS / GOVERNMENTUpcoming

NIN-GovExtract-v1

Structure government applications and citizen requests.

Upcoming model. Capabilities describe our plans; weights and inference are not available.

NIN / WORKFLOW STUDYIllustrative
DRAFT / SOURCE CHECK REQUIRED
application reference
GOV-2026-014
requested service
Water connection
submitted documents
Proof of address
citizen request
Application status update
Planned outputHuman review →
WORKFLOW STUDY / TEXT

From source to something useful.

Illustrative example, authored by NIN. This is not a live model prediction.

  1. 01 / SOURCE

    Fictional citizen request

    Application GOV-2026-014: I requested a water connection. I submitted proof of address. Please update me on the application status.

  2. 02 / FOCUSED MODEL

    NIN-GovExtract-v1

    Read application references and requested services from government text records.

    Planned capability
  3. 03 / REVIEW

    Administrative review draft

    This illustration uses fictional data. Extracted records require officer review; the model is not intended to determine eligibility or approve an application.

Inspect the example input and output

Fictional citizen request

Application GOV-2026-014: I requested a water connection. I submitted proof of address. Please update me on the application status.

Administrative review draft

{"application_reference":"GOV-2026-014","requested_service":"Water connection","submitted_documents":["Proof of address"],"citizen_request":"Application status update"}
THE PLANNED JOB

Structure government applications and citizen requests.

Extract application references, requested services, submitted document lists and grievance details from government text records for officer review and administrative workflows.

  1. Read application references and requested services from government text records.

  2. Extract submitted document lists and citizen grievance details into structured fields.

  3. Prepare administrative review drafts while leaving eligibility and service decisions to authorised officers.

PLANNED DEPLOYMENT

On-device / private-hosted

Built around your workflow.

On-device execution in NIN products and private hosting for organisational workflows are intended deployment options.

Details after evaluation.

Model size, hardware requirements, supported formats, licensing and measured performance will be documented when available. No release date is announced.

BUILD WITH NIN

Where could NIN-GovExtract-v1 help?

Tell us about your workflow, the data it uses and what a useful result would look like. Discuss an evaluation partnership with NIN.

Discuss this model ↗
NIN-GovExtract-v1 — Upcoming model | NIN