Section · Case studies
Case studies: platforms that actually run
Platforms designed, deployed and then operated by SeedVision — and still in production today. Each page describes the context, the challenge, the approach, what running it demands and the architecture choices — with real dates, not milestones reconstructed after the fact.
These case studies are the concrete counterpart of the offerings: they show what a delivery pipeline becomes after several years, what a Sunday database migration costs, and why monitoring without useful alerts is worthless.
The dated facts quoted on each page — regulatory calendar, tool versions — are public and verifiable: they constrain the scope as much as the client's own needs.
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KizzyDance — social dance super-app
Web platform and mobile app for the international dance community, in continuous production since 2018, without major interruption.
Read the full page — React Native, Node.js, PostgreSQL, DevOps, En production depuis 2018 ·
MindMasterPro — personal development platform
SaaS platform dedicated to personal development. SeedVision handles design, full-stack build and cloud operations end to end.
Read the full page — Full-stack, Cloud, CI/CD, DevOps ·
AIClipForge — AI video creation platform
AI platform for generating and editing video clips, powered by a multi-model pipeline. SeedVision delivered architecture, AI pipeline, cloud deployment and observability.
Read the full page — IA générative, Pipeline, Cloud, MLOps ·
AI agent & RAG on business data
Design and industrialisation of an AI agent querying a client's internal document base, with personal-data guardrails, Langfuse observability and continuous cost control.
Read the full page — LangChain, Claude, RAG, MLOps ·
Holo·Vie — the game that turns habits into an adventure
A personal development game played in five minutes a day, installable from the browser and usable offline. SeedVision handles its design, release and day-to-day operation.
Read the full page — PWA, Hors-ligne, Données sur l'appareil, Vite, En production depuis 2025 ·
LudoAfrik — African games online, over video with your family
A multiplayer platform for African board and card games, with video calling built into the game itself. Designed, released and operated by SeedVision, which publishes it.
Read the full page — Temps réel, Visio intégrée, Node.js, Multijoueur, En production depuis 2025 ·
GreenCart — the climate contribution at the moment of payment
A Shopify extension that adds a “climate contribution” line to the payment page: the customer offsets the carbon footprint of their delivery in one gesture, the offset is purchased automatically and a certificate is emailed. Designed, published and operated by SeedVision.
Read the full page — Extension Shopify, Paiement, Stripe, Climat, En production depuis 2025 ·
What these platforms have in common
- A single delivery chain, used by the urgent fix as much as by the planned change
- Alerts wired to signals that carry a user-visible consequence, and to nothing else
- A runbook kept current and executed by the client team, not filed away
- Architecture choices owned together with their trade-off, written on the page rather than left unsaid
The services behind these platforms
- AI audit — 3 to 5 days
- Agent & RAG POC — 10 to 15 days
- MLOps industrialisation — 15 to 30 days
- Run & maintenance — Monthly retainer or daily-rate engagements
Related reading on the blog
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- NVIDIA MPS on EC2: Cutting GPU Inference Infra by 75%
- AgentCore Evaluations: Grading AI Agents Across Any Framework
- Quantization-Aware Healing: A 4-Bit Model That Beats FP16
- Agentic Search: Mistral Triples RAG Accuracy
- Sleeper Agents: A $1,000 Backdoor That Benchmarks Miss
- A/B Testing Models in Production Beats Shadow Traffic Alone
- AI Model Routing: 74% Cheaper, Six Accuracy Points Lost
- Gemini 3.5 Flash: What Speed at Lower Cost Means for Production Agents
- Production-Grade Agents: LangGraph Fault Tolerance Primitives
- Designing Tools for AI Agents: Lessons from the hf CLI
Talk about your project
A platform of your own to build or to operate — write to contact@seedvision.fr — reply within 24 hours.