Vertical AI on-devicefor retail, citiesand care.
GDPR-native by architecture. EU AI Act–ready by design. Built in Spain on NVIDIA Jetson Orin. Two products live today.
One box. One ensemble. Many domains.
Behavior detection in video is becoming horizontally addressable in the same way LLMs went from task-specific NLP models to general-purpose models configured by prompt. Each behavior specialist Mindora ships — anomaly, human-object interaction, spatio-temporal, pose, social, RGB action — extends what every domain can detect.
Mindora’s Guard ships with three. Mindora’s Cities reuses two and adds one. Mindora’s Care reuses two and adds one. The industrial & crowd-safety roadmap reuses three. Same hardware. Same specialist ensemble. Different prompt packs and agent configurations per domain. Marginal cost per added domain: ~3 weeks of engineering plus customer-development cycle.
Specialist composability is the structural moat.
- Anomaly (VadCLIP)CG · SC · SF
- Human–object interactionCG · CR · SF
- Spatio-temporalCG · SC
- PoseCR · SF
- SocialCR · CRW
- RGB action (X3D-M)CG · SF · CRW
Three regulatory vectors
converging on edge-only.
Proportionality doctrine hardening.
CNIL definitively ruled Veesion non-compliant June 2025. AEPD enforced €1.8M against Aena (Nov 2025), €950K against Yoti (Mar 2026), €500K against FC Barcelona (Mar 2026). The "less-intrusive alternatives" doctrine privileges edge-native by definition.
Cloud sovereignty hardening.
EU Data Act Chapter VII applies Sept 2025. EU Cloud Sovereignty Framework Oct 2025. EU e-evidence package Aug 2026. Schrems III risk on the Data Privacy Framework. Cloud-architected behavior detection faces escalating compliance overhead.
AI Act high-risk obligations.
Title III lands 2 August 2026. Risk management, logging, transparency, human oversight, post-market monitoring — all structurally easier on edge than cloud. Sanctions: €35M or 7% global turnover.
Mindora's bet: cloud doesn't become illegal. Cloud becomes uneconomic and indefensible for this use case faster than incumbents can re-architect.
Three founders. One prior exit. Production CV/ML at scale.
- 01Product Owner of Countop's athlete-brand-detection pipeline (production CV) and Awaait's camera-quality model on VMS (production CV).
- 02Built LLM + graph data unification at nsign.tv reconciling ~910 customers in 2 weeks.
- 03Owns Mindora's agent reasoning layer and product strategy.
- 01Designed CI/CD backbone at TFlowLab — 5–10× deploy time reduction across 5–6 projects, 10-person team.
- 02Physics + Web Application Development training; full-stack execution depth.
- 03Owns Mindora's perception layer (specialist ensemble) and edge deployment.
- 01Built AWS dev/test environment at Likes Telecom — 300+ distributors, 15K services in production.
- 02Computer Science + mobile/cloud infrastructure depth.
- 03Owns Mindora's operations, infrastructure, and customer-facing dashboard layer.
Co-founded Joy Journey (blockchain ticketing) in 2023. Acquired by Wise Security Global / VAR Group in February 2024. The lesson we apply at Mindora: anchor on validated traction with real customers before raising.
What's already shipping.
VadCLIP anomaly specialist at 0.844 AUC on out-of-distribution retail footage. Open-vocab thesis validated zero-shot.
Adrià is Product Owner on two CV systems currently in production: Countop athlete-brand pipeline and Awaait camera-quality on VMS.
Veritas (Spanish supermarket chain, CEO contact, pre-LOI). Alphanet (smart cities partnership confirmed for Mindora's Box deployment). Tinalex + Awaait + Spanish care residences = exploratory Y2–Y3.
Two products live today.
Mindora's Guard
Retail loss prevention. Pharmacy, tobacco, jewellery, supermarket. Veritas anchor.
Mindora's Cities
Smart cities behavior monitoring. Waste detection with Alphanet partnership. Y2 expansion to illegal dumping, parking violations, crowd density.
Mindora's Care
Passive monitoring in elderly-care residences. Fall management, wandering, abnormal immobility. Architectural commitments locked.
Industrial & crowd safety
Future verticals on the Mindora platform: industrial safety on the production floor and crowd safety at large events. Tinalex exploratory partnership validates the industrial use case. Not a separate product line — a roadmap extension of the same Box.
Talk to us.
Mindora is raising pre-seed Q3 2026 — €500K–€1M target, lead conviction-building meetings under way with Spanish lead VCs. Active applications: ACCIÓ Startup Capital (private-LOI gated), CDTI Neotec, ENISA Línea Jóvenes Emprendedores, ACCIÓ Startup Hub directory. EIC Accelerator and Lanzadera applications post-PoC 1 (week 5).