founding cohort · rating in progress
Cohort board
The companies taking part in the 2026.10.1 rating, in alphabetical order. This is not a ranking yet: scoring is in progress. Below: the structure of the rating, and the numbers that already exist for each participant.
cohort
4
Founders' companies
rating
In progress
Scores 0–100 appear after each company completes the assessment.
Structure of the rating
A company’s score will be out of 100 points, earned across eight dimensions. The bar below is those 100 points; each segment is the most a dimension can give. Nothing is scored yet — this shows only how the points will be split. Weights are a research hypothesis and are versioned (2026.10.1); they are never changed silently.
total 100
- AI AdoptionHow widely and regularly AI is used in everyday workup to 10
- AI SkillsHow well the team knows how to work with AIup to 15
- Workflow RedesignWhether work is redesigned around AI, not just sped upup to 20
- Automation / AgentsHow much recurring work is automated, including agentsup to 15
- Data / KnowledgeWhether company knowledge and data are organised for AI useup to 10
- Leadership / OwnershipWhether someone owns AI and leadership backs itup to 10
- Governance / SafetyRules, safety and human review of AI outputup to 10
- Business MeasurementWhether the business effect of AI is measuredup to 10
Participants
Figures come from our outside-in scan of each company’s public pages: hypotheses with verbatim evidence, not facts and not a score. Companies are listed with the consent of their co-founder.
- assessment: in progress

GradeBuilder Tech
gradebuilder.tech · other
GradeBuilder is an online IT education platform offering practical, beginner-friendly courses in QA, business analysis and cybersecurity, each with a built-in AI tutor. It also provides a free AI career guidance bot and free introductory courses to help people choose an IT career path.
- Data quality
- 60%
- Evidence verified
- 32/32
- Hypotheses
- 5
Strongest hypothesis: Course content refresh and currency checks — impact high, feasibility medium, confidence 85%
scan 2026-10-15
- assessment: in progress

Laspi Pro
laspi.pro · marketing agency
Laspi Pro is a voice-to-content marketing platform that turns a business owner's voice notes into social media posts, blog articles, images and short videos, and works on visibility in Google and AI assistants. It sells monthly subscription plans starting from €19/mo and is built by an in-house team, ENISA-certified and made in Spain.
- Data quality
- 75%
- Evidence verified
- 37/37
- Hypotheses
- 5
Strongest hypothesis: Voice note to multi-platform content package — impact high, feasibility high, confidence 85%
scan 2026-10-15
- assessment: in progress

Partenit
partenit.io · it services
Partenit builds a safety and compliance middleware layer that sits between a robot's AI planner and its motors, validating, logging and explaining every robot action. It offers an open-core product (Apache 2.0 safety engine, policy DSL, adapters and decision log) with paid enterprise features priced per robot per month.
- Data quality
- 75%
- Evidence verified
- 31/31
- Hypotheses
- 5
Strongest hypothesis: Regulatory citation mapping for policy rules — impact high, feasibility medium, confidence 85%
scan 2026-10-15
- assessment: in progress

Simfero
simfero.eu · it services
Simfero is a scientific and technological R&D project developed by GradeBuilder S.L. (Spain) and supported within the dAIEDGE programme under Horizon Europe, focused on ontology-driven long-term AI memory architectures for education, embodied intelligence and edge AI. It also offers an AI-powered educational toolkit with mini-apps for Telegram and WhatsApp and LMS integration.
- Data quality
- 70%
- Evidence verified
- 21/21
- Hypotheses
- 5
Strongest hypothesis: Grant and programme reporting for R&D project — impact medium, feasibility medium, confidence 70%
scan 2026-10-15