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FRICTION
Optimizing Workflow Maximizing ROI
FRICTION turns messy workflows into actionable automation opportunities. Describe a workflow, use voice input, or upload a screenshot/diagram. AI identifies friction, estimates time and cost wasted, calculates ROI, compares before/after workflows, recommends automation opportunities, generates starter code, and lets you simulate the impact before making changes.
I built FRICTION because we often know a workflow is inefficient, but we don't know exactly where the problem is or what to automate.
FRICTION lets you describe a workflow, use voice input, or upload a screenshot/diagram. It then analyzes the workflow, identifies bottlenecks, estimates time and cost wasted, calculates potential ROI, and recommends automation opportunities.
I built this as part of a hackathon, and this is the first version I'm putting out into the world.
I'd love for you to try it and tell me:
**What workflow in your daily work has the most friction?**
🔗 https://friction-navy.vercel.app/
About FRICTION on Product Hunt
“Optimizing Workflow Maximizing ROI”
FRICTION was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #134 on the daily leaderboard. FRICTION turns messy workflows into actionable automation opportunities. Describe a workflow, use voice input, or upload a screenshot/diagram. AI identifies friction, estimates time and cost wasted, calculates ROI, compares before/after workflows, recommends automation opportunities, generates starter code, and lets you simulate the impact before making changes.
On the analytics side, FRICTION competes within Productivity, SaaS and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how FRICTION performed against the three products that launched closest to it on the same day.
Who hunted FRICTION ?
FRICTION was hunted by Sarthak Agiwale. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of FRICTION including community comment highlights and product details, visit the product overview.
Sarthak Agiwale