AI Scrum Intelligence & Operating Agent

See the project state. Find the evidence. Coach the team.

Scrumman gives Scrum Masters an evidence-grounded operating layer across work tracking, engineering, knowledge and meeting sources. It prepares ceremonies, surfaces risks, follows actions and helps you decide what needs attention next.

Governed agents can handle routine work with approvals, policy checks and audit trails, while Team Graph and coaching memory preserve context across sprints.

Built with privacy boundaries, metadata-first observability and evaluation-driven model routing—so AI assistance stays explainable, governable and cost-aware.

Evidence-grounded intelligence Governed agents Ceremony copilot Coaching & performance insight
Why Scrumman

From AI assistant to evidence-grounded Scrum operating intelligence

Scrumman is designed around a simple idea: a Scrum Master should not have to manually reconstruct project state from tickets, pull requests, documents, meetings and chat before deciding what to do next.

Unified Team Graph & evidence

Connect work, engineering, knowledge and meeting evidence into a source-rooted view of delivery state, relationships and follow-through.

Benefit: less manual status reconstruction.

Ceremony copilots

Prepare Daily Scrum, planning, review, refinement and retrospective context with the changes, risks, decisions and open actions that matter.

Benefit: walk into ceremonies prepared.

Risk & impediment intelligence

Surface stale work, delivery risk, unresolved impediments and recurring constraints with evidence that explains why they need attention.

Benefit: detect problems earlier.

Coaching memory

Carry actions and recurring patterns across sprints so coaching does not reset at the end of every ceremony.

Benefit: stronger follow-through over time.

Governed agentic work

Let agents assist with routine actions while approvals, action policies and audit history keep consequential changes under human control.

Benefit: automate without giving up control.

Operational & coaching value

Track agent performance, latency, cost, approvals and coaching outcomes such as completed actions, resolved impediments and recurring issues.

Benefit: measure whether AI is actually helping.
Less status chasingBring project evidence together instead of rebuilding the story by hand.
Earlier attentionSurface risks, impediments and neglected follow-ups before they become surprises.
Safer automationUse approvals, policies and auditability for governed agent actions.
More coaching capacitySpend less effort on admin and more attention on people, flow and team effectiveness.
Built for modern Scrum delivery

A deeper intelligence layer, not just another chatbot

Scrumman strengthens the full path from evidence collection to recommendation, governed action, evaluation and operational measurement.

AI foundation

Unified AI gateway

A common gateway standardizes model access, structured handling and task-aware routing across Scrumman workflows.

Model intelligence

Task-aware model routing

Different work can use different capability tiers, with explicit routing rather than one model being forced onto every task.

Reliability

Real evaluation gates

Live evaluations and structured checks verify important AI behavior before routing changes are approved.

Evidence

Source-rooted retrieval

Recommendations can be grounded back to source evidence instead of relying on isolated prompt context.

Follow-through

Closed-loop actions

Actions can be created, approved, tracked and reconciled so recommendations do not disappear after the conversation ends.

Memory

Cross-sprint continuity

Team memory and recurring-pattern detection preserve useful context across ceremonies and sprint boundaries.

Governance

Approval Center & action policies

Human approval and policy checks separate advice from consequential external actions.

Auditability

Agent Activity & audit trail

See what agents did, what required approval, what succeeded or failed, and which evidence or route supported the action.

Privacy

Privacy boundaries

Scoped retrieval and controlled tracing reduce unnecessary exposure while preserving the metadata needed for observability.

Operations

Agent Performance

Monitor success, failure, latency, cost and approval behavior across workflows, models and integrations.

Outcomes

Coaching Value

Measure completed actions, resolved impediments, recurring issues and follow-through rather than counting AI messages.

Optimization

Evaluation-driven routing optimization

Cheaper model routes are promoted only when real evaluation shows quality remains within the configured tolerance.

Scrumman assists the Scrum Master. It does not replace the Scrum Master.

Delivery work contains judgment, context, trust, conflict and emotion. Scrumman is built to make evidence easier to see, routine work easier to govern and coaching attention easier to focus—while the human remains responsible for the team.

Integration platform

Bring the delivery system into one evidence layer

Connect the systems where work, code, knowledge, team communication, calendars and meetings actually live, with source-aware normalization and bounded retrieval.

Work tracking

Jira Cloud, Azure DevOps and Linear workflows can feed normalized work evidence into the same project context.

Engineering

GitHub, GitLab and Bitbucket evidence can connect code activity, pull or merge requests and delivery signals back to work.

Knowledge

Confluence, Notion and Google Drive provide controlled access to project knowledge and supporting documentation.

Communication

Slack and Microsoft Teams connect team conversations, delivery signals, follow-ups and actions back to the work.

Meetings & Calendar

Google Meet, Microsoft Teams meetings, Zoom, Google Calendar and Microsoft Calendar can provide ceremony context, schedules, decisions and follow-up where configured.

Ceremony intelligence

Run every Scrum ceremony with better context

Use project evidence, open actions, risks and recent changes to prepare the conversation—then carry decisions and follow-ups forward instead of losing them between meetings.

Daily Scrum

Backlog Refinement

Sprint Planning

Sprint Review

Retrospective

SaaS Subscription Plans

Start free, then upgrade as your connected work trackers and AI usage grow.

A work-tracker connection can be a Jira Cloud site, an Azure DevOps project, or a Linear workspace. Scrumman also integrates with Slack, GitHub, GitLab, Bitbucket, Confluence, Notion, Google Drive, Google Calendar and Meet, Microsoft Calendar and Teams, and Zoom.

Free

Free

For trying Scrumman with one connected work-tracker source.

$0/mo
Free monthly quota
$0/mo
Free monthly quota
  • 200,000 tokens per monthly cycle
  • 1 work-tracker connection
  • Integration platform access
  • Unused Free quota expires monthly
  • Upgrade anytime
Starter

Starter

For individual Scrum Masters managing a small setup.

$10/mo
Monthly subscription
$8.33/mo
Billed yearly at $100/year · 2 months free
  • 500,000 tokens per monthly cycle
  • 2 work-tracker connections
  • Integration platform access
  • Buy More Tokens available
  • Good for solo Scrum Masters
Enterprise

Enterprise

For larger teams needing broader integration coverage and AI usage.

$80/mo
Monthly subscription
$66.67/mo
Billed yearly at $800/year · 2 months free
  • 5,000,000 tokens per monthly cycle
  • 10 work-tracker connections
  • Integration platform access
  • Buy More Tokens available
  • Best for larger delivery organizations
Private deployment

Need Scrumman inside your own environment?

For organizations with strict security, network, compliance or data-residency requirements, Scrumman can be scoped as an on-premise or private-cloud customization instead of the shared SaaS service.

Deployment architecture, integrations, capacity, support and security controls are reviewed with your team and quoted based on requirements.

Custom

On-Premise / Private Cloud

  • Customer-hosted or isolated deployment options
  • Security and network architecture review
  • Integration and deployment customization
  • Customer-managed access and data boundaries
  • Custom capacity, rollout and support scope
Product walkthrough

See Scrumman in action

An updated walkthrough will cover integrations, Ask Scrumman, AI workflows and governed agentic capabilities.


Product walkthrough

See Scrumman in action

Updated product walkthrough coming soon.