tokens&
For enterprises
tokens&

Find tools, check provider offers, save a build plan, and share your work when you’re ready.

For buildersFor enterprises

For builders

  • Startup credits and perks
  • Agent Skills
  • Publish a project

For enterprises

  • Start free company workspace
  • Submit a tool, product, or perk

Community

  • Community
  • Newsletter
  • Events
Xin

© 2026 tokensand, LLC. All rights reserved.

  • Terms
  • Privacy
  • Security
  • Data Processing
  • Status
  1. Hackathon
  2. Project gallery
  3. Clarity
Anonymous builder2 months agoJudging locked: Self-Evolving Agents Hackathon

Clarity

**Clarity** is an AI simulation platform built for **clinical researchers and health tech R&D teams** that predicts trial feasibility in minutes to prevent costly design flaws and enrollment delays.

Review the project

Start with the source code, then open the demo or video if available.

View GitHub repository
Project gallery
Project description
Clarity is an AI-powered simulation and workflow platform engineered for clinical trial scientists, health-tech R&D teams, and medical researchers. By combining vector-driven historical retrieval, multi-agent reasoning, automated human-in-the-loop escalation, and audit logging, Clarity turns the "black box" of study design into an agile, transparent, and data-driven process. Instead of spending weeks running fragmented simulations and manually tweaking eligibility criteria, research teams can stress-test study parameters in minutes—saving hundreds of thousands of dollars, preventing costly study delays, and bringing life-saving treatments and health technology to market faster.
Tools used
  • Actian logoActian
  • Band logoBand
  • Guild.ai logo
Project links
  • GitHub repository
Tools used
  • Actian logoActian
  • Band logoBand
  • Guild.ai logoGuild.ai
  • Pioneer logoPioneer
  • Replay.io logoReplay.io
  • SSenso
Guild.ai
  • Pioneer logoPioneer
  • Replay.io logoReplay.io
  • SSenso