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Asset brief

GrantWise: controlled asset brief

GrantWise is an active-hardening SaaS application for AI-assisted grant analysis, compliance checking, requirement tracking, knowledge retrieval, and section drafting. It turns complex NOFOs, RFPs, companion guides, and organizational source materials into structured requirements, readiness metrics, policy-gap findings, evidence links, and draft narrative sections.

AI grant compliance, requirement tracking, and drafting workspace

Product diagram
GrantWise public-safe product diagram for Grant Management; no sensitive data shown.
Public-safe product visual. No sensitive data shown. For GrantWise, position this as a compliance/requirements/drafting workflow diagram, not a verified live production screenshot.Public-safe preview

Asset type

Grant compliance and drafting SaaS

Multi-tenant grant analysis platform for requirement extraction, compliance tracking, retrieval-assisted drafting, and readiness workflows.

Demo posture

Buyer walkthrough available after

Buyer walkthrough available after release gates and target-environment checks are verified. Source repo includes buyer diligence docs, production runbook, operations docs, build/test evidence, security controls, and conditional hosting readiness.

Best fit

Grant management SaaS platforms, nonprofit CRM providers, grant consultants, university research offices, and compliance-focused development teams.

Nonprofit development and grants teams, Grant writers and consultants

Buyer paths

License • Acquisition • Partnership • Platform integration

Trust signals

Public-safe indicators buyers can use before requesting deeper materials.

Modern application architecture with a managed hosting pathBuyer controlled review materials prepared for authorized technical reviewConditionally production-ready audit from 2026-05-14 with 2026-05-16 release-gate evidenceLarge automated test suite reported passing in release-gate evidenceAutomated pipeline runs typecheck, lint, docs validation, architecture scan, tests, build, audit gates, and end-to-end checks

Product thesis

Why this asset exists

Grant teams spend significant time converting long funder documents into checklists, compliance controls, draft assignments, and evidence requests. GrantWise exists to reduce that manual lift while preserving accountability: requirements are extracted, tracked, assigned, documented, and used as context for AI-assisted drafting.

01

Buyer need

Grant teams often lose time translating complex solicitations into requirements, policy gaps, assignments, and draft sections. Generic AI tools can summarize documents, but they do not provide tenant-scoped requirement tracking, evidence linking, compliance status, activity history, or grant-specific drafting workflows.

  • Grant teams spend hours converting funder documents into requirements, assignments, and evidence requests
  • Generic AI summaries do not create compliance-ready requirement records
  • Organizations need to connect grant requirements to policies, prior materials, and evidence
  • Drafting teams need organization-specific context rather than generic AI prose
  • Grant platforms need tenant isolation, auditability, billing, and production release controls before enterprise use
02

Product response

GrantWise combines a secure multi-tenant application, AI-assisted analysis and drafting flows, vector-backed retrieval for organization-specific context, managed rate limiting, monitoring instrumentation, billing code paths, and structured requirement workflows. Users upload grant materials, extract requirements, track completion, link evidence, run policy-gap analysis, and stream draft narrative sections from organization-specific context.

  • Extracts structured requirements from uploaded grant materials
  • Tracks requirement status and readiness metrics across opportunities
  • Links evidence and knowledge-base documents to requirements
  • Runs compliance and policy-gap analysis against organizational context
  • Streams draft sections from AI models using tenant-scoped context
  • Uses authentication, database access rules, server-side tenancy checks, and role-aware access controls
  • Supports billing code paths and production release gates for buyer-operated SaaS operation

Capabilities

What buyers evaluate first

These are the product behaviors, workflows, and evidence points a buyer can scan before requesting deeper materials.

Document parsing and requirement extraction from uploaded grant materials

Multi-document NOFO, RFP, companion guide, and policy-material analysis

Requirement status tracking, bulk status actions, and readiness metric updates

AI-generated section drafts through NDJSON streaming

AI compliance auditing and policy-gap analysis

Knowledge ingestion and retrieval with contextual evidence linking

Vector-backed retrieval for organization-specific grant context

Funder baseline rules and funder-context prompt support where current source artifacts verify it

Map-reduce orchestration for large grant documents

Multi-tenant organization isolation using authentication, database access rules, and server-side tenancy checks

Role-based access control for organization members and admins

Billing checkout, portal, entitlement, usage, and reconciliation code paths

Managed rate limiting for heavy and light operations with a database-backed fallback

Monitoring instrumentation and structured production runbooks

Interface previews

Public-safe product visuals

Previews use demo, redacted, or representative content so buyers can inspect the interface without exposing sensitive data.

Product diagram
GrantWise public-safe product diagram for Grant Management; no sensitive data shown.
Product diagram1 of 1

Product diagram

Public-safe product visual. No sensitive data shown. For GrantWise, position this as a compliance/requirements/drafting workflow diagram, not a verified live production screenshot.

Use cases

Where this asset fits

NOFO requirement extraction

Upload a federal or private grant opportunity and extract structured compliance requirements with confidence and tracking metadata.

Readiness review

Use requirement status, readiness metrics, and missing-evidence views to decide whether a grant package is ready for drafting or submission.

Policy-gap analysis

Compare organizational policies and knowledge-base documents against grant requirements to identify missing documentation.

Grant section drafting

Generate draft narrative sections with streaming output using opportunity context and organization-specific materials.

Review package

What transfers, what stays gated, and what needs verification.

The public brief gives buyers a safe first pass. Deeper implementation and operational materials stay controlled by fit review.

Documentation

Public overview available. Detailed documentation is gated for controlled review.

Review by request

Testing / QA

QA evidence is available in controlled review and should be freshly verified before buyer reliance.

Controlled review

Transfer boundary

Transfer scope is reviewed privately during app-specific diligence.

Controlled review

Included assets

  • Application source code — Active hardening
  • Buyer controlled review materials — Complete
  • Production runbook and operations docs — Complete
  • License or sale terms — By inquiry

Commercial paths

acquisitionlicensingpartnership

Buyer diligence package

Private technical review of source code, architecture, security controls, buyer diligence docs, runbooks, test evidence, and release gates.

Source-code license

License the application, including AI, data, billing, and monitoring layers, for buyer-operated infrastructure.

Platform integration

Integrate GrantWise requirement extraction, compliance checking, knowledge retrieval, and drafting flows into an existing grant-management or nonprofit CRM platform.

Full acquisition

Transfer source code, proprietary prompt assets, documented funder-context assets, database schemas, runbooks, buyer diligence docs, and transition support under negotiated terms.

Evidence and review posture

Public evidence boundary

This section shows only public-safe evidence language. Deeper technical, security, billing, operational, transfer, and implementation materials stay gated.

Public overview

Available

Public pages provide buyer-centered positioning, fit, use cases, and a controlled next step without implementation details.

Private walkthrough

By request

A private walkthrough can be requested for qualified review. No public demo access is implied.

QA evidence

Controlled review

QA evidence is available in controlled review and should be freshly verified before buyer reliance.

Gated materials

Not public

Technical, security, billing, operational, transfer, and implementation materials are gated and are not included in the public portfolio payload.

What is public versus controlled review

Public pages are designed for discovery: product overview, use case, high-level features, category, and public-safe readiness summary. Deeper technical, security, billing, operational, transfer, and implementation materials are shared selectively after review.

Roadmap

Known delivery posture

Roadmap labels distinguish completed work from active hardening or planned next steps.

Core application SaaS foundationdone
Authentication, database, and multi-tenant access rulesdone
AI-assisted requirement extraction flowsdone
Requirement tracking and bulk status actionsdone
Streaming AI draft generationdone
Compliance auditing and policy-gap analysisdone
Knowledge retrieval and evidence-linking servicesdone
Billing, portal, webhooks, entitlements, and reconciliation code pathsdone
Monitoring, runbooks, and release gatesdone
Full automated org data deletion workflowplanned
Storage org-delete server actionplanned
CSP nonce rolloutplanned
Enhanced OCR for document parsingplanned
Grant discovery against live opportunity feedsplanned
Live collaborator activity viewplanned

FAQ

Common diligence questions

Controlled next step

Interested in adapting GrantWise for your organization or portfolio?

Start with a fit conversation. Public summaries stay safe to browse; technical, security, and transfer materials are shared only when the review path is appropriate.

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