AI / Fintech · Archived
Jarro AI (Crum)
Fintech team needed chart intelligence without exchange API keys.
Discuss similar scope
Reference this case study in Discord or Telegram — we reply same-day.
2 spots — Q3 2026 · Escrow-ready · Same-day replies on Discord
The problem
Prior builds relied on wallet connections users refused to grant.
What we delivered
- Computer vision pipeline for chart screenshots
- Drag-and-drop analysis interface
- Web application and browser extension
- Freemium monetization structure
Stack & team
Timeline: 5 weeks. Team: 3–4 (ML + full stack).
Outcome
Shipped combined web and extension with sub–3s analysis; range proof for AI/fintech work.
Engagement completed; product archived by client.
Related capabilities
Straight answers
What did mxstermind Studio deliver for Jarro AI (Crum)?
Visual AI trading platform. Computer vision interprets chart screenshots — patterns, support/resistance, risk — without wallet connections. Drag-and-drop UI. ~2.5s analysis. Freemium + Pro. Web app and browser extension. Five weeks.
Is Jarro AI (Crum) still live?
The engagement completed successfully. Engagement completed; product archived by client.
How do I request work similar to this case study?
Open Discord or Telegram with the pre-filled intake message, name this project, and describe your outcome. We reply same-day with fit and capacity.
Can mxstermind share additional work under NDA?
Yes. Public portfolio pages are a subset. Additional references are available in Discord when NDAs require it.
Ready to apply?
Two spots — Q3 2026. Discord or Telegram with your scope and budget.
2 spots — Q3 2026 · Escrow-ready · Same-day replies on Discord