Transparent AI Technology

AI You Can Understand

Unlike black-box AI systems, GrantIQ shows you exactly why each grant fits your profile. Our explainable AI builds trust through transparency.

Core Algorithm

Multi-Signal Recommendation Engine

We combine semantic AI understanding, structured eligibility checks, project fit, and data-quality signals. This keeps recommendations explainable without reducing them to one fixed formula.

Semantic Analysis

OpenAI embeddings understand the meaning of your profile and grant descriptions, finding relevant grants based on concepts, not just keywords.

Eligibility and Fit Checks

Hard filters check organization type, location, funding amount, and other eligibility criteria that semantic analysis might miss.

How It Works

Input
Your Profile + Grant Description
Semantic relevance
Meaning-based similarity using AI embeddings
Eligibility and quality
Hard filters, project fit, and source quality
Output
Ranked Results + Explanations + Eligibility Verdicts
Explainable AI

Understand Every Recommendation

Our AI doesn't just give you a score—it explains its reasoning in plain English. Know exactly why each grant is recommended for your organization.

Natural Language Explanations

Every recommendation includes a human-readable explanation generated by our AI narrator.

Example explanation:
"This grant is a strong fit because your AI/ML focus aligns with the funder's priority areas, and your SME status meets the eligibility criteria. The £250k funding range suits your stated needs."

Eligibility Verdicts

Every grant gets a clear verdict against your profile, so you know whether to apply, prepare, or skip.

EligibleApply
Partially eligibleReview gaps
Not eligibleSkip

Factor Breakdown

See exactly which factors contributed to the relevance score.

Sector alignment (strong)
Organization type (eligible)
Location (partial fit)
Funding range (within limits)

Smart Warning Examples

Deadline Warning

"This grant closes in 7 days. Based on typical proposal preparation time, this may be tight."

Co-funding Required

"This grant requires 30% co-funding. Ensure you have matching funds available before applying."

Consortium Required

"This is a collaborative grant requiring 3+ partners from different countries."

Smart Warnings

Save Time on Unsuitable Grants

Our warning system catches potential issues before you spend hours on a proposal. Know about deadlines, co-funding requirements, and consortium needs upfront.

  • Deadline urgency detection
  • Co-funding requirement alerts
  • Consortium/partnership requirements
  • Eligibility gaps
  • Budget range compatibility
Funder Rules

Apply against the funder's own rule book

For supported schemes — Horizon Europe RIA, Wellcome Discovery and Career Development, Leverhulme Research Project Grants, Innovate UK Smart Grants, UKRI cross-council — we've encoded the funder's required sections, word limits, evaluation criteria, and compliance rules. Every rule cites the source regulation. When we can't auto-check something, we say so — instead of a silent green tick.

  • Per-rule verdicts with citations to the source regulation (e.g. “Horizon Europe Reg. (EU) 2021/695 Art.23”)
  • Honest “Needs Review” signal when a rule can't be auto-checked from your profile — never a fake-green pass
  • Aggregator integrity: the overall verdict caps at “Minor Issues” until real automated checks cover every rule — one verified rule doesn't flip the whole application green
  • Real automated checks where structured data exists — e.g. UK-registered company against your legal entity
Compliance verdict showing verified and needs-review rules
AI Writing

Structured Proposal Drafting

Our AI doesn't just generate text—it follows a structured process to create high-quality proposal drafts that align with funder requirements.

1

Outline

Maps the grant's questions and criteria to a section-by-section structure for your draft.

2

Expand

Fills each section using your profile, project context, and the funder's stated priorities.

3

Critique

Self-reviews the draft for gaps, weak claims, and missing alignment with the grant criteria.

4

Polish

Final pass for language quality, consistency, and professional presentation.

AI-generated drafts are starting points. We always recommend expert review before submission.

Built for Reliability

Comprehensive automated testing, data protection by design, and live UK and EU funding coverage.

6-Layer
Test Pyramid
Unit → HTTP → Integration → E2E
GDPR
Compliant
Data protection by design
100+
Data Sources
UK & EU funding bodies
Daily
Updates
Fresh grant data

Experience Transparent AI Grant Discovery

See for yourself how explainable AI can transform your grant discovery process. Start free and explore our technology.