Public funding change-request organizer

For grant administration teams, turn approved change forms and award records into officer-ready modification pack. Address this specific problem: award modifications arrive without supporting rationale. The aim: complete evidence before funding decisions. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies approved change forms and award records, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final officer-ready modification pack before use. Retain source links and a version history for the next cycle.

How the AI works

AI assists these bounded tasks: extract requested changes; compare existing scope; flag missing evidence. Use only approved change forms and award records and preserve uncertainty in officer-ready modification pack. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Preserve official source versions, accessibility and audit records. Confirm agency-specific procurement, records and data handling requirements during discovery. One organization, one defined input format and one representative pilot batch using approved change forms and award records. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: One organization, one defined input format and one representative pilot batch using approved change forms and award records. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract requested changes; compare existing scope. Support the third task through an assisted review queue: flag missing evidence. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of officer-ready modification pack. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Official publications, agency document stores and approved service workflows. Case management, customer records, document storage and notification systems. Begin with an exportable review pack before automating destination writes. Begin with uploads and exports of approved change forms and award records. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Give submitters a mobile-friendly step-by-step form with document uploads and a visible completeness checklist. Staff see a queue with missing items and extracted fields. Place the original document beside each uncertain value. Show submitted, clarification required and ready-for-review states. Open with brief and sources; move into public funding change-request organizer for the detailed task; finish in review and delivery for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.