AI-Powered Writing

Grant proposal drafting grounded inyour organisation knowledgeand the funder requirements

Understand the application first, reuse reviewed organisation knowledge and evidence, surface missing information as Input Required, and keep every draft subject to human review.

AI PROPOSAL v2.1
Ready
Completion
10%
AI Proposal
Time Saved
2h
vs Manual

From funding opportunity to funder-ready draft

Generic AI can write paragraphs, but it does not know whether a funding opportunity fits. FundRobin connects discovery, fit scoring, document context, and AI proposal generation so the first draft reflects the funder rather than a generic template.

1

Score fit

Check eligibility, geography, deadline, and evidence needs before writing.

2

Upload context

Bring in your project brief, budgets, case for support, and organisation profile.

3

Generate and review

Draft sections, collaborate, and refine against funder criteria.

Manual drafting vs generic AI vs FundRobin

Manual drafting

Slow and expert-dependent, but often grounded in real funder requirements.

Generic AI

Fast, but easy to produce confident copy that ignores grant criteria or missing evidence.

FundRobin

Grant-specific AI that starts with the funding opportunity, your documents, and human review.

Stop Starting From a Blank Page.Let AI Draft Your Proposal.

See how FundRobin combines funder requirements, reviewed organisation context, and stored evidence into an editable first draft for human review.

Grounded in reviewed organisation context and funder requirements

Managed Data Controls
Encrypted Transport
Human Review Required

Why Grant WritingTakes So Long

Traditional grant writing is a time-consuming, complex process that drains resources and limits your organization's impact potential.

1 application

Understand before drafting

Requirements and questions first

1 context

Reuse organisation knowledge

Reviewed knowledge and relevant evidence

1 reviewer

Keep humans in control

Input Required, Sources, preview and approval

How AI Proposal GenerationWorks

Our advanced AI system transforms the grant writing process through intelligent analysis, automated generation, and quality optimization.

Understand the Application First

FundRobin starts with the opportunity, funder requirements and exact application questions where they have been verified and are available. Multi-track opportunities can surface a strategy choice before drafting so the proposal has a clear direction.

Plan the Proposal

FundRobin can plan a section structure around the application requirements and the chosen project direction. Where enabled, independent model approaches can inform the outline, but the plan remains part of a human-reviewed workflow rather than an autonomous funding decision.

Draft from Reviewed Knowledge and Evidence

Sections can use the grant requirements, project context, reviewed Organisation Brain knowledge and relevant source evidence. If a required organisational fact or decision is missing or conflicting, FundRobin can surface it as Input Required instead of filling the gap with invented detail.

Review Sources, Refine, and Approve

Review sections individually, inspect material Sources where supported, collaborate through Notes and preview AI-proposed changes before saving. Word limits, version history and export tools support the workflow, while your team remains responsible for factual accuracy, eligibility and the final submission.

Grounded AI for grant applications

Proposal drafting forteams that need reusable context

FundRobin combines funder and application requirements with relevant reviewed Organisation Brain knowledge, project context and source evidence. The aim is a more informed first draft with visible gaps and a clearer evidence trail — not an autonomous or guaranteed submission.

Sources

Material evidence where supported

Input

Missing facts stay visible

Review

People approve final changes

AI Proposal GenerationCapabilities

Grounded Organisation Context

Smart Proposal can retrieve relevant reviewed Organisation Brain knowledge and evidence instead of treating a generic organisation profile as the only reusable context.

Application-Specific Project Context

Project briefs and application-specific direction can guide the draft without turning those strategy choices into global organisational facts.

Exact Questions and Strategy Choices

Where verified application questions are available, proposal work can follow the funder’s real questions and constraints. Multi-track opportunities can ask you to choose the direction before drafting.

Sources, Input Required, and Human Review

Sections remain editable and reviewable. Missing context can become Input Required, material Sources can be inspected where supported, and AI-proposed changes can be previewed before your team saves them.

Advanced AI WritingTechnology

Grounded AI

Uses relevant requirements, reviewed knowledge and evidence

Application-Aware

Understands the opportunity before drafting

Organisation Brain

Reuses reviewed organisational knowledge when relevant

Input Required

Surfaces missing facts and decisions for people to resolve

Sources

Shows material evidence behind proposal work where supported

Review & Export

Edit, preview, collaborate and export before submission

The Funder Research Desk,Built for Nonprofits

A guided tour of the dedicated research workspace — surface a funder's priorities, recent grants, and giving history before you write a single line.

Powered by Donor Intelligence

Why Our Drafts Don't ReadLike Generic AI

Behind every proposal sits a continuously-enriched profile of the funder — their strategic priorities, what they fund, what they reject, and the language they expect. That's the difference between a draft you submit and one you rewrite.

Every Funder, Profiled in Depth

Nine structured intelligence fields, refreshed continuously and fed straight into the proposal drafter.

Strategic Priorities

What this funder actually cares about right now

Typical Grant Range

Realistic ask sizes based on giving history

Funding Philosophy

How they think about impact and change

Preferred Interventions

Programme types they fund vs. avoid

Ineligible Activities

Hard exclusions to keep you out of the bin pile

Preferred Tone & Style

Formal, plain English, evidence-led — matched per funder

Key Impact Indicators

The metrics they expect to see in your case

Grant Focus Areas

Themes and sectors they actively fund

Target Beneficiaries

Who their giving is ultimately meant to reach

Recurring Refresh

Ongoing

supported sources and open or rolling opportunities are revisited through recurring processing.

6 Discovery Sources

360Giving · IRS · State registries · Perplexity · Grants.gov · LinkedIn

Cross-referenced and de-duplicated — no fake or stale entries.

Suggest a Funder

Missing one? Drop a URL.

We profile and add it to your workspace — privately, just for your team.

Private Opportunities · Growth tier and above

Got a Funder Brief That Isn'tListed Anywhere?

Invitation-only calls, internal funder docs, RFPs received by email — upload them and FundRobin treats them like any other matched opportunity. Strictly visible to your organisation only.

Upload anything you've got

  • PDF, DOCX, XLSX files

    Funder briefs, application forms, scoring rubrics — drop them all in one go.

  • URLs to private call pages

    Member portals, intranet links, Google Doc briefs — we extract what matters.

  • Raw text from emails

    Paste an invitation email and we structure it into a usable opportunity.

  • Append later as docs arrive

    Add Q&A clarifications, budget templates, or assessor feedback at any point.

Strictly private by design

Stored in an isolated bucket scoped to your organisation. Never indexed, never shared with other tenants, never converted to public. Marked with a 🔒 Private pill across the platform.

Same pipeline, full power

Your private opportunity gets the same eligibility scoring, AI match rationale, and one-click proposal drafting as every public opportunity in the discovery feed.

Traditional vsAI-Powered Grant Writing

Starting context
Traditional Method:Rebuild organisation background for each application
AI-Powered Method:Retrieve relevant reviewed organisation knowledge
Requirements
Traditional Method:Interpret funder guidance separately from the draft
AI-Powered Method:Structure work around the application requirements and verified questions where available
Missing information
Traditional Method:Gaps can be easy to overlook in a long draft
AI-Powered Method:Surface unresolved facts and decisions as Input Required
Evidence trail
Traditional Method:Sources are often scattered across files and notes
AI-Powered Method:Keep material Sources connected where provenance is supported
AI changes
Traditional Method:Copy and paste suggestions manually
AI-Powered Method:Preview and review proposed changes before saving

Supports All MajorInternational Grant Types

Government Grants

Central & Local Authority

Lottery & Foundation

Funding

Corporate CSR

Grants

Research Council

Applications

EU & International

Funding

Emergency & Crisis

Funding

Built-in Quality &Compliance Features

Word-count and response-constraint visibility

Application-question and requirement awareness

Input Required for unresolved facts or decisions

Human review before final submission

Simple, Transparent Pricing

Choose Growth or Impact, or contact us for bespoke requirements.

Most Popular

Growth

£39.20/mo

£470.40 billed annually

For organisations building a consistent funding pipeline

SubscribeApply for Showcase Trial
  • 3 proposal drafts per month
  • 2 private opportunity uploads per month
  • 2 users
  • Smart opportunity matching
  • AI-assisted proposal drafting
  • Robin AI assistant
  • Growth usage and team capacity

Impact

£159.20/mo

£1,910.40 billed annually

For organisations managing a higher-volume funding programme

SubscribeApply for Showcase Trial
  • 15 proposal drafts per month
  • Unlimited private opportunity uploads
  • 5 users
  • Smart opportunity matching
  • AI-assisted proposal drafting
  • Robin AI assistant
  • Higher usage and team capacity

Custom

For integrations, procurement and bespoke requirements

Contact FundRobin
  • Bespoke integrations
  • Custom usage and team capacity
  • Procurement and invoicing support
  • Commercial onboarding

At a glance

Crawlable facts for buyers, grant teams, and answer engines.

What it does
Builds editable grant drafts from funder requirements, project context, reviewed organisation knowledge, and relevant evidence.
Application questions
Where verified application questions are available, FundRobin can structure proposal work around the exact questions, guidance, and response constraints.
Sources
Where supported, proposal provenance shows the material evidence that informed the work rather than every retrieved candidate.
Input Required
Missing or conflicting context can be surfaced for a person to resolve instead of being treated as permission to invent an answer.
Human review
AI drafts and suggested changes remain reviewable; the applicant is responsible for the final application and submission.

Answer engine facts

Plain-language facts extracted from this page for buyers, grant teams, and AI search.

What it does
Builds editable grant drafts from funder requirements, project context, reviewed organisation knowledge, and relevant evidence.
Application questions
Where verified application questions are available, FundRobin can structure proposal work around the exact questions, guidance, and response constraints.
Sources
Where supported, proposal provenance shows the material evidence that informed the work rather than every retrieved candidate.
Input Required
Missing or conflicting context can be surfaced for a person to resolve instead of being treated as permission to invent an answer.
Human review
AI drafts and suggested changes remain reviewable; the applicant is responsible for the final application and submission.
Built into FundRobin

Grounded AI for editable grant proposal drafts

Smart Proposal helps teams turn funder requirements, project context, reviewed organisation knowledge and relevant evidence into editable first drafts without removing human control.

Use the right context before drafting

Where verified application questions and constraints are available, proposal work can follow them. Robin can use relevant Organisation Brain knowledge and funder context rather than treating generic text as organisation evidence.

Sources, Input Required and review

Source provenance can show material evidence behind proposal work where supported. Missing or conflicting information can be surfaced as Input Required; it is never permission to invent an answer.

Connected funding work, not more admin

FundRobin brings discovery, fit scoring, proposal drafting, documents, and follow-up into one customer workflow so teams can act on funding intelligence instead of copying it between tools.

AI Proposal GenerationQuestions & Answers

Grounded AI grant writing uses relevant funder or application requirements, reviewed organisation knowledge and source evidence as context for drafting instead of relying only on the general knowledge of an AI model. Grounding improves relevance and inspectability, but the applicant must still review the final content.

Smart Proposal can retrieve relevant reviewed Organisation Brain knowledge and Library evidence for the application. That helps teams reuse current mission, beneficiary, outcome, delivery and track-record context without copying the same background into every new draft.

Where FundRobin has verified application questions and response constraints, proposal work can be structured around those exact questions. If the current questions are not available, the workflow should not imply that FundRobin has them.

FundRobin can surface unresolved facts, project choices or conflicting organisation context as Input Required. A missing fact is not permission for the AI to invent an answer; a person remains responsible for resolving the gap.

Where proposal provenance is supported, the Sources view can show material evidence that actually informed the work. FundRobin distinguishes materially used sources from other retrieval candidates rather than implying every candidate influenced the draft.

Proposal sections remain editable. Robin can summarise Notes, suggest actions and prepare section changes where supported, but proposed edits are previewed before a user chooses whether to save them.

No. FundRobin helps teams interpret requirements, organise evidence and prepare stronger first drafts, but it does not guarantee eligibility, compliance, funding success or automatic submission. The applicant remains responsible for the final application.

Ready to Transform YourGrant Writing Process?

Use grounded AI drafting with human review built into the workflow.

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