Eliminate the Handoff Tax
On Your Team
Every AI session your team runs disappears when the window closes. Evols turns those sessions into a shared, auto-compiled team knowledge base — so every teammate inherits what the last one learned.
The Problems We Solve
The Handoff Tax
Knowledge generated in one person's AI session never reaches the teammate who needs it. PM research, engineering decisions, UX insights — rebuilt from scratch every time.
Invisible Waste
Teams have no visibility into what AI work is being done. Two PMs research the same competitor. Two engineers solve the same problem. Nobody knows until the work collides.
Quota Blindness
Some team members hit session lockouts mid-task. Others let quota expire unused. Neither is visible. Teams have no way to see, balance, or redirect AI capacity across the team.
How Evols Transforms Your Team
Zero-Friction Onboarding: Inherit your team's accumulated AI knowledge on day one — no setup, no cold start, no accumulation period
Auto-Compiled Team Knowledge Base: Every AI session contributes to a shared wiki automatically. You query it instead of rebuilding it from scratch each time
Redundancy Prevention: Get alerted before you spend tokens on work a teammate already completed — before the session starts, not after
Quota Visibility: See collective team AI capacity in real time. Redirect expiring quota to backlog tasks before it resets unused
Works Where You Work: One plugin install activates everything in Claude Code. MCP integration covers Copilot, Kiro, Cursor, and Cline
Why Evols vs
Generic AI Assistants?
Stop adapting your PM workflow to generic AI tools. Get AI that understands how product teams actually work.
Generic AI Assistants
Result: 2+ hours daily handoff tax recreating context between AI tools
Evols Team Intelligence
Result: Eliminate handoff tax, make your entire team smarter
See How It WorksYour Team's Quota Goes Further
84% of technical workers use AI tools daily — spending the majority of their tokens compiling knowledge from scratch every session
Evols pre-compiles that knowledge once, shared across the team
Retrieving pre-compiled knowledge costs ~8x fewer tokens than building it fresh
For a 10-person team: ~300,000 tokens saved per week — ~15% quota extension
The Problem Is Real
"I think there is room here for an incredible new product instead of a hacky collection of scripts."
Andrej Karpathy
AI Researcher, April 2026
"We're stopping at individual productivity. One department doesn't know what the other one does. That's where it cracks."
Sven Peters
AI Evangelist, Atlassian
Stop Rebuilding What Your Team Already Knows
Every session your team runs should compound into shared intelligence — not disappear.