Proof of Usefulness Report

TriNova Solutions AB

Analysis completed on 2/27/2026

+45
Proof of Usefulness Score
You're In Business

TriNova Solutions AB appears to be an early-stage B2B startup based in Sweden, focusing on automotive compliance (Conformly.ai) and recruitment (RecBot.ai). While the product 'Conformly.ai' addresses a genuine and high-value problem in the automotive industry (ISO 26262 compliance) and aligns with the Trollhättan engineering hub context, the submission is severely undermined by verifiable falsehoods. The claim that 'most people have used my product' is factually incorrect for a niche B2B tool, and the audience reach claim of 'everyone' is unrealistic. The project shows promise in its specific niche utility, but the lack of verifiable traction, the confused financial metrics ('marketcap' vs revenue), and the poor quality of the response result in a low Proof of Usefulness score.

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Score Breakdown

Real World Utility+75
Real World Utility Quality+1
Audience Reach Impact+10
Audience Reach Impact Quality+0.5
Technical Innovation+60
Technical Innovation Quality+1
Evidence Of Traction+10
Evidence Of Traction Quality+0.5
Market Timing Relevance+70
Market Timing Relevance Quality+1
Functional Completeness+20
Response Quality Quality+1
Subtotal+38
Usefulness Multiplierx1.18
Final Score+45

Project Details

Project URL
trinovasolutions.eu
Description
TriNova Solutions AB (TSAB) is a Swedish technology company founded by three experienced engineers and a PhD holder with a shared mission to build trustworthy, explainable, and scalable AI solutions that bridge the gap between engineering excellence and intelligent automation. Based in Trollhättan, Sweden, TriNova focuses on developing safe and human-centred AI products that enhance productivity while ensuring compliance with international standards. The company serves as the parent organisation for a growing portfolio of AI-driven products addressing challenges in engineering, compliance, and talent management. Its first two flagship products — Conformly.ai, an AI-powered compliance review platform for engineering teams, and RecBot.ai, an intelligent recruitment and career guidance assistant, are planned for launch in December 2025. Future innovations include explainable AI verification tools, AI-assisted test generation for embedded systems, and domain-specific AI model tuning services. Guided by its core values of safety, fairness, transparency, innovation, and trust, TriNova Solutions AB combines academic insight with industrial expertise to deliver practical, ethical, and future-ready AI tools. The company aims to become a leading Swedish AI hub for industries seeking reliable, compliant, and human-centred intelligent solutions that accelerate innovation and empower organisations worldwide.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline