An SME assessment and reporting prototype
An SME assessment and reporting prototype combining conversational intake, deterministic scoring, country data, retrieval, and a Mistral-assisted report pipeline. It is guidance software under development, not a legal determination.
Development prototype
Source through 2026-03-23
Inspectable artefacts
Explicit claim boundary
Source evidence
An SME assessment and reporting prototype combining conversational intake, deterministic scoring, country data, retrieval, and a Mistral-assisted report pipeline. It is guidance software under development, not a legal determination.
Repository evidence is not client, deployment, certification, or outcome evidence.
The Problem
Why European SMEs struggle to adopt AI responsibly
December 2027 deadline looms but most SMEs don't know which risk tier they fall under, what obligations apply, or what concrete steps to take before penalties kick in.
78 EU and national funding programs exist across Horizon Europe, Digital Europe, and country-specific grants — but navigating the landscape without specialist support overwhelms most organisations.
AI deployments create new data processing activities that organisations fail to assess before deployment, leaving them exposed to Article 83 fines and supervisory authority scrutiny.
Most companies don't know where they stand: digital maturity gaps, infrastructure deficiencies, and workforce readiness issues remain invisible until they cause expensive project failures.
Core Features
From conversational intake to a board-ready compliance report in 15 minutes
Source scope only: a card can describe implemented code, a documented adapter, or a configured workflow. It is not a statement that a production service is active.
A guided Mistral-powered chatbot collects your company profile across 7 readiness dimensions in 10–15 exchanges. Optional SIREN (France) and VIES (EU VAT) company lookup auto-populates your sector, region, and legal form — no forms, no spreadsheets, no consultant required.
Deterministic GDPR risk engine (0–100 scale) scores AI-specific data processing across 18 referenced articles — special category data (+20), cross-border transfers (+15), missing DPIA (+10), no DPO (+10). Identifies high-risk operations and surfaces targeted mitigations tied to specific articles before deployment.
A rule-based workflow maps supplied facts to candidate EU AI Act risk tiers, referenced obligations, and authority records. It is a review aid, not a legal classification or guarantee that a catalogue is current.
A 15-question Digital Maturity Quiz scores 6 dimensions (strategy, infrastructure, data, workforce, compliance, innovation culture) with peer percentile benchmarking against your sector. An ROI Calculator computes net investment after grant coverage. Together they feed a prioritised 12-month roadmap from quick wins to structural AI transformation.
Mistral embeddings + Qdrant vector search across 78 EU and national funding programs in 26 member states, filtered by your sector, company size, and technology focus. Country-specific EDIH regional hub matching connects you to the nearest Digital Innovation Hub across 14 mapped EU countries.
A PDF workflow assembles assessment inputs, rule outputs, retrieved records, and a draft roadmap. Source use-case catalogues are illustrative and require provenance and current-source review before external use.
Tech Stack
Named technologies identify repository dependencies or adapter surfaces; they do not assert a live integration or deployment.
React 18.3, TypeScript 5.6, Vite 5.4, Tailwind CSS 3.4, Recharts (spider charts), Zustand
FastAPI 0.115, Python 3.11, SQLAlchemy 2.0 async, asyncpg, Alembic, Celery 5.4, WeasyPrint 62.3 PDF
Mistral AI (mistral-medium-latest + mistral-embed), 4-agent Celery pipeline, Qdrant vector DB, slowapi rate limiting
PostgreSQL 16 + SQLAlchemy async ORM, Redis 7 (cache + Celery broker), Qdrant (78 funding programs + 80 use cases)
Docker Compose (dev + prod), Sentry error tracking, PostHog analytics, SMTP email flows, SIREN/VIES company enrichment
Source Code
The EU AI Navigator platform is available for early access evaluation.
To access the source code, please sign the Non-Disclosure Agreement.
Need hands-on EU AI Act compliance support or a strategic AI roadmap? My consulting services complement EU AI Navigator.
Twelve to twenty-four weeks to risk-classify your AI systems, support the provider-led conformity assessment and engineer the evidence, produce the Annex IV technical documentation, and stand up post-market monitoring — with special depth on the high-risk categories that apply to autonomous, industrial, and robotics deployments
Partnership
Whether you need a rapid compliance baseline or want to integrate EU AI Navigator into your advisory practice.
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Architecture
Three layers: a conversational intake that meets SMEs where they are, a 4-agent compliance + funding pipeline, and a PDF playbook that lands in their inbox the same day.
Source map only: a layer can represent implemented code, an adapter boundary, or documented design. It does not assert a configured production service.
10–15 friendly exchanges over Mistral chat. Profile: company size, industry, country, current AI usage, pain points, ambition. Multi-language (FR/EN today, more rolling out). No corporate readiness-assessment fatigue.
Profiler → Compliance → Use Cases → Report. Rule-based scoring, country-program modules, retrieval, and regional-matching surfaces are separated so their sources and assumptions can be reviewed.
WeasyPrint PDF report with compliance posture, funding shortlist, EDIH match, and a 3-phase implementation roadmap. Email flow with verification + report-ready notification. Token-gated admin panel for assessment statistics and approvals.
14-country funding coverage
Funding is what turns an EU AI adoption deck into a launched project. The Navigator's RAG knows the curated national programs by heart and falls back to open data for the long tail. Below: the 14 countries with hand-curated catalogues.
Repository surface only: availability, completeness, performance, and operational fitness require separate validation.
FRFrance 2030 PEPR AI envelope, IA Booster, Bpifrance Deeptech + Innovation grants, France Num activator subsidies. Aligned with EDIH regional matching for next-step pilots.
DEGerman federal AI strategy funds, IPCEI-AI cloud + edge funding, BMWK Mittelstand-Digital centres, KfW digital transformation loans. State-level programs surfaced as variants.
ESSpanish national AI strategy under Next Tech 2030, Kit Digital for SMEs, AAPP & EDIH regional kits, Red.es AI adoption grants for digital transformation acceleration.
ITItaly's PNRR digital-transformation pillar, MIMIT AI vouchers, Punto Impresa Digitale (PID) network, CDP venture-debt instruments for deep-tech.
NLAiNed national AI programme, WBSO R&D tax credit, MIT scheme for SME innovation, regional ROM AI portfolios (Brabant, Holland, etc.). EDIH map for hub matching.
BEFederal AI 4 Belgium framework, VLAIO AI grants (Flanders), Innoviris (Brussels), DigitalWallonia AI programs. Trilingual program catalogue with regional fragmentation surfaced clearly.
SEVinnova AI Innovation calls, AI Sweden partner programs, Sweden's national AI competence centre, EDIH Nordic-Baltic network coordination.
ATFFG AI Mission Austria, AWS digital innovation funding, Austrian Research Promotion Agency basic programme, Vienna Business Agency AI vouchers.
PTAI Portugal 2030 national plan, PRR digital transformation envelope, IAPMEI SME digital vouchers, ANI deep-tech programs.
FIBusiness Finland AI Business funding, Innovation Voucher (Innovaatioseteli), regional ELY Centre AI grants, Sitra AI ethics + capability initiatives.
DKInnovation Fund Denmark Grand Solutions + InnoBooster, Erhvervsstyrelsen SMV:Digital, regional growth-hub AI clinics.
IEEnterprise Ireland AI grants, IDA Ireland strategic AI investments, Skillnet Ireland AI upskilling, Local Enterprise Office vouchers.
CZCzech National AI Strategy under MIT, Technology Agency CR (TAČR) AI programs, CzechInvest AI calls, regional digital-transformation centres.
GRGreek National AI Strategy, Recovery + Resilience Facility digital pillar, Hellinikon megaproject AI initiatives, Elevate Greece deep-tech ecosystem.