# Dhruva Myakeri

- **Event:** [RAISE Summit Hackathon](https://cerebralvalley.ai/e/raise-summit-hackathon)
- **When:** Jul 4 at 9:00 AM – Jul 5 at 7:00 PM (GMT+2)
- **Where:** Paris, France
- **Team:** [Dhruva M](https://cerebralvalley.ai/u/DhruvaMyakeri)
- **GitHub:** https://github.com/DhruvaMyakeri/Vantage-Raise-summit
- **Demo video:** https://youtu.be/Wn50LmuUyFA
- **Gallery:** https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/26

An agentic AI system that predicts and explains the ROI of a proposed AI project before a company spends the money. Not a calculator, not a static questionnaire: a multi-agent pipeline that reasons through the decision like a financial analyst would.
Who it's for: a mid-size enterprise with a real, running operation (actual costs, actual volume data) deciding whether to adopt one specific AI capability.
The problem: companies pour money into AI but can rarely answer what they got back, or will get back. Only ~20% achieve the AI revenue growth they expect, and unclear ROI is a top reason AI initiatives get killed.
How it works: a Planner classifies the project and branches into scenarios when key details are unknown. A retrieval layer checks every company claim against cited industry benchmarks, flagging what doesn't hold up. A deterministic Python tool computes the ROI, no LLM does the math. An explainability agent scores confidence per dimension, and a report agent delivers a grounded recommendation.
Built on Vultr Serverless Inference and NVIDIA Nemotron.

## More from RAISE Summit Hackathon

- [Partsmith](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/23)
- [WanderAI](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/24)
- [BestForce](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/25)
- [Tara Chand](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/27)
- [The Peak](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/28)
- [Zavalab](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/29)

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