The first PM tool where AI is a teammate, not a tool. Assign tasks, watch execution, and build trust through demonstrated competence.
Built for teams working alongside AI
Traditional PM tools weren't designed for AI teammates. You copy-paste between ChatGPT and Jira, losing context every time. AI has no visibility into the backlog, no ownership of tasks.
SkrumRunner gives AI agents explicit roles, permissions, and earned trust. Assign tasks just like you would to a junior developer—watch, guide, and increase autonomy over time.
Trust is not binary. AI starts as an Observer and earns autonomy through successful task completion. Trust degrades on failures and rebuilds with success.
Permissions grow with trust. An AI at Expert tier can refactor code, but still needs approval to deploy. Autonomous agents can ship to production in their proven domains.
SkrumRunner is built from the ground up for human-AI collaboration. Every feature reinforces trust and transparency.
5 tiers from Observer (0-20%) to Autonomous (81-100%). AI earns trust through demonstrated competence, not blind faith.
Assign tasks to Human, AI, or Either. Let the system choose the best agent based on competency and availability. AI knows when it's not ready.
Instant notifications when AI needs human input. Context transfers automatically—work done, blockers, next steps. No information loss.
Fine-grained control: none, read, update_status, full. AI can view tasks it cannot execute. Permissions scale with trust.
ROI calculation (time saved vs token cost), competency analysis per task type. See what AI excels at and where it's improving.
Drag-and-drop task management with AI agent indicators. Visual trust badges show competency at a glance. Works like traditional PM tools.
Watch AI work in real-time. See research queries, code changes, test runs. Intervene if needed. Full transparency builds trust.
Auto-calculated from task success/failure. Trust degrades on failures, rebuilds with success. Dynamic thresholds per task complexity.
When AI hits a blocker or needs input, it triggers a handoff. You get notified instantly (app + optional Slack) with full context: work completed, what's blocked, and suggested next steps.
Handoffs include task description, AI progress log, relevant code/docs, and specific question. No digging through chat history—everything you need in one view.
Every AI action tracks time saved vs token cost. See which agents are net positive and which tasks are worth automating.
AI tracks success rate per task type. "Claude excels at research (95% success), improving at coding (62%)." You know where to assign work.
Get your first AI teammate productive in under 10 minutes.
Build your backlog as usual. Assign tasks to humans, specific AI agents, or "Either" (system chooses best fit).
New AI starts as Observer (approval required). As it succeeds, trust grows and it gains autonomy.
AI triggers handoff when blocked or uncertain. You see full context, provide input, and AI continues.
Successful task completions raise trust. Failures degrade it. Dynamic thresholds ensure AI earns autonomy, not granted blindly.
From dev teams to agencies, SkrumRunner scales human-AI collaboration.
AI handles research tickets (dependency analysis, API docs). Humans handle architecture decisions. Trust grows from 20% → 95% over 6 months.
AI drafts PRDs, user stories, acceptance criteria. Humans refine strategy and validate assumptions. AI learns from edits.
Scale delivery without scaling headcount. AI teammates handle repetitive tasks across multiple clients. Different trust levels per client.
Usage-based. Pay for active AI agents and token consumption.
Start your free trial today. No credit card required.