beginr execution roadmap
AI Red-Team & Evaluation Service
Fixed-price adversarial testing of LLM features (prompt injection, jailbreaks, hallucination and process failures) with a signed evaluation report EU buyers can put in a procurement file.
- Category
- AI
- Difficulty
- Moderate
- Revenue potential
- Solid
- Startup cost
- €1.5k
Executive summary
You can sell a fixed-price EU AI Act red-team service into a clear compliance gap. But only if you keep it narrow and back everything with evidence.
There's a real gap here. Big providers charge for open-ended projects, but small and mid-sized buyers just need written proof of testing to close regulated deals.
The best focus: a fixed-price audit for European mid-market teams shipping support agents or LLM features to regulated buyers. Map every finding directly to Article 43, the OWASP LLM Top 10, and the NIST AI Risk Management Framework.
The main risk is credibility. If the report doesn't read like something a legal team can actually file, you lose to the incumbents or get treated as optional.
- There's a €5k-€15k gap between what small companies will pay and what enterprise red-team firms charge.
- Article 43 makes third-party testing part of buying, not just an optional security add-on.
- Sell the testing evidence first. Then grow into quarterly retesting retainers.
- Don't imply you certify anything. Accredited notified bodies do that, not you.
Unlock the full roadmap
You've seen the opening. Unlock the complete, sourced execution plan: market sizing, competitor map, MVP/PRD spec, SWOT, a 90-day roadmap, financials, and KPIs — every claim sourced — plus the print-ready PDF and a personalized investor & sales pitch deck (PDF and editable PowerPoint).
Single roadmap
- Your #1 match, in full
- Step-by-Step 90-Day GTM Blueprint
- Editable 3-Year Financial Model (XLSX)
Validate your top 2 persona matches
- Pick any 2 roadmaps
- Compare your top matches
- Lower price per roadmap
3 roadmaps
- Pick any 3 roadmaps
- Compare your top matches
- Best price per roadmap
Not sure it's your best move? Take the free assessment and see how this idea scores for you.
Questions, answered
What do you actually test?
We red-team prompt injection, jailbreaks, hallucination and grounding on your own data, plus unsafe autonomous actions and tool misuse. You get an evaluation evidence pack that maps results to Article 43, OWASP LLM Top 10, and NIST AI RMF.
Is this a certification?
No. The positioning is evaluation evidence for your conformity file, not a legal sign-off. The report explicitly avoids claiming formal certification because accredited notified bodies do that.
Why not just use a cheaper platform?
The wedge here is a fixed-price, EU-based assessment that reads like something a buyer's legal team will accept. The report notes that US-centric platforms and enterprise engagements do not serve the European mid-market well.