Startups
Create vertical AI solutions and MVPs in weeks. Use VibeCoding with your fine-tuned models, launch endpoints per client if you're SaaS and control costs from day one.
Channel note: sales to SMEs/final enterprises are made through authorized partners. We provide technical support (L3).
100% simulated demo · v0.10 auto-installable: 10/10/2025.
Typical problems we solve
Unpredictable AI costs and dependence on a single provider.
Lack of senior ML team to go to production.
Difficulty converting the idea into an MVP with metrics and governance.
Risk of lock-in in models/vector stores and lack of traceability.
Practical use cases
"AI Support" vertical for B2B SaaS (MVP in 2–4 weeks)
What you do: an internal/external copilot that responds with evidence about documentation, changelogs and tickets.
How it's implemented:
- Document ingestion (PDF/MD/URLs) + RAG with citations (Qdrant + 1 commercial).
- Domain fine-tuned model (PEFT/adapters) with your documentation and open source repos.
- Endpoints per client with token/QPS budgets and logs/export.
- Drag-and-drop UI (VibeCoding) + BPMN for escalation flows.
Value: reduces L1/L2 tickets by 60–80%, improves NPS and generates upsell.
"Sentiment Analysis" MVP for e-commerce (1–2 weeks)
What you do: analyzes reviews, comments and feedback for actionable insights.
How it's implemented:
- Model specialized in your vertical (retail, fintech, etc.) with PEFT/adapters.
- Data pipeline: APIs, webhooks, CSV, databases.
- Dashboard with metrics, alerts and export to BI tools.
- Automatic A/B testing between models and accuracy metrics.
Value: real-time insights, churn reduction and product improvement.
"Code Review" copilot for development teams (2–3 weeks)
What you do: reviews code, suggests improvements and documents automatically.
How it's implemented:
- Model fine-tuned with your stack, conventions and repositories.
- GitLab/GitHub integration + webhooks for automatic PRs.
- Quality metrics, technical debt and test coverage.
- Living documentation generated and synchronized with code.
Value: reduces bugs by 40–60%, accelerates onboarding and improves quality.
What your MVP includes
Basic VibeCoding: drag components, connect agents and data, publish locally.
PEFT/adapters training: create your domain model and evaluate before deploying.
Operational RAG: local Qdrant + one commercial vector store, migration with rollback.
Endpoints per client: token/QPS budgets, API keys, logs/export and white-label.
Basic metrics: latency, throughput, cost per request and accuracy.
Isolated installation: opt-in stack, no forced dependencies, 15–30 min typical.
Ready for your MVP?
Request Startup Program access
Complete the form to request access to the CodeflowX Startup Program.