GrantPilot

African founders lose grants not because their businesses fail — but because they don't speak funder language. GrantPilot fixes that.

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Inspiration

The Tony Elumelu Foundation receives over 200,000 grant applications every year. Most are rejected — not because the businesses aren't viable, not because the founders aren't capable, but because of a translation gap that nobody talks about.

African founders are building real, impactful businesses in local contexts. But grant applications are evaluated by international funders using Western frameworks, development finance language, and impact metrics that most African founders have never been taught to use.

A founder in Kano writes: "We provide electricity to underserved communities. We have 150 customers."

A funded founder writes: "We deliver last-mile energy access to 2,300 household members across peri-urban Northern Nigeria, reducing household energy expenditure by 40% while generating measurable carbon offset credits aligned with SDG 7 and creating 12 direct jobs."

Same business. Same traction. Completely different outcome.

This isn't a writing problem. It's a translation problem. And it costs African founders millions in funding every year — not because their businesses don't deserve it, but because they were never given the codebook. GrantPilot is that codebook.

What It Does

GrantPilot takes a founder's plain-English business description and generates a complete, tailored grant application — written in the exact language, tone, and framework that each specific funder rewards.

Founders go through 3 steps:

  1. Describe your business — Answer 8 focused questions about your problem, customers, traction, and funding needs. Takes under 5 minutes.
  2. Choose your grant — Select from 7 major funding opportunities: Tony Elumelu Foundation, Y Combinator, Seedstars Africa, Google for Startups Africa, Mastercard Foundation, African Development Bank (AFAWA), and Catapult: Innovate for Africa.
  3. Generate and export — AI generates all 8 application sections tailored to that specific funder's criteria. Each section gets a quality score (0–100). Edit inline, regenerate any section, and download — ready to paste into any application portal.

Founders save their business profile and can apply to multiple grants without re-entering their information.

How We Built It

Layer Tool
Framework Next.js 14 (App Router)
Database + Auth Supabase
AI Engine Claude API (Anthropic)
Hosting Vercel
Analytics Novus.ai
Styling Tailwind CSS

The core technical innovation is the AI generation engine. Each of the 7 grants has a dedicated system prompt encoding that funder's specific evaluation criteria, preferred language, and impact framework. On top of that, each of the 8 application sections has its own section-specific prompt. The combination produces output that is genuinely grant-specific — not generic AI text with a funder's name attached.

Novus.ai tracks the complete user journey — from business profile creation through grant selection, section generation, regeneration patterns, and export — giving real behavioral insight into how founders use the product.

Challenges We Ran Into

Prompt engineering for specificity — Getting the AI to produce output that genuinely sounds like it was written for TEF versus YC versus the African Development Bank required significant iteration. Generic prompts produce generic output. Each grant-specific system prompt went through multiple rounds of refinement before the output quality was worth shipping.

Frontend as a backend developer — GrantPilot was built by a backend developer (Java, Spring Boot) learning Next.js in real time during a hackathon. The learning curve was steep but manageable with AI-assisted development.

Tailwind version conflict — A v4/v3 incompatibility in the scaffolded project caused significant styling issues mid-build. Debugging this cost valuable time. Lesson learned: always verify dependency versions before you start building.

Accomplishments That We're Proud Of

  • Built a genuinely differentiated AI product — not a wrapper, but a grant-specific generation engine with 7 funder profiles and 8 section types, producing meaningfully different output for each combination
  • Shipped a complete end-to-end product in under 2 weeks — working auth, multi-step intake form, AI generation, section scoring, inline editing, export, and dashboard with full application history
  • The before/after output quality is striking — the difference between what a founder writes and what GrantPilot generates for the same business is the clearest possible demonstration of the product's value
  • Novus.ai integration tracking 7 pages, 41 events, and 17 funnels from day one — real behavioral data from the moment it shipped

What We Learned

Building GrantPilot was a lesson in how much domain knowledge matters in AI product development. The technical stack — Next.js, Supabase, Claude API — is learnable. What you can't shortcut is understanding the problem deeply enough to encode it into a system prompt.

Every grant-specific prompt required understanding what that funder actually cares about:

  • TEF cares about African economic transformation and job creation
  • YC cares about traction density and market size
  • African Development Bank cares about gender empowerment and systems-level change

Getting the AI to write like it knows this required writing prompts like we knew this — which meant doing the research, not just the coding.

The other lesson: ship early and let real users show you what matters. Novus behavioral data will tell us more in the first week of real usage than any amount of pre-launch speculation.

What's Next for GrantPilot

  • Expanded grant library — 20+ additional grants across African Development Finance Institutions, EU development funds, and impact investors targeting African markets
  • Success rate tracking — Allow founders to log application outcomes and build aggregate data on which grant types perform best for which business profiles
  • Application coach — Move beyond generation to active coaching: flagging weak sections, suggesting stronger metrics framing, and providing funder-specific tips before submission
  • Community layer — Connect founders applying to the same grants, enabling peer review and shared learning
  • Mobile app — Most African founders operate primarily on mobile. A native mobile experience would dramatically expand accessibility across the continent

The long-term vision is simple: no African founder should lose funding because they didn't know the rules of the game. GrantPilot makes the rules visible — and levels the playing field.

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