How accurate are bandwidth forecasts?
Accuracy improves significantly after your first 4-6 weeks of use. Our model learns from your team's actual velocity, estimation patterns, and seasonal trends. Teams typically see 85-92% forecast accuracy by month two. The longer you use it, the more refined the predictions become.
What historical data do we need?
Ideally 2-3 months of sprint data: task estimates, actual effort, team members, and completion status. If you're just starting out, the system creates a baseline from your first sprint and learns from there. No historical backlog needed to begin.
Can we run this for multiple teams simultaneously?
Yes. Create separate projects for each team or squad. Each maintains its own velocity model, so forecasts reflect real team dynamics. Enterprise customers often set up cross-team dashboards to compare capacity across the organization.
What happens when team composition changes?
Update your roster in the dashboard and forecasts recalculate instantly. For major changes (departures, onboarding), we recommend a recalibration using recent sprint data to avoid over-fitting. Most teams do this once per quarter or after significant staffing shifts.
Which tools do you integrate with?
We natively integrate with Jira, Linear, Azure DevOps, GitHub Projects, and Monday.com via real-time connectors. Data syncs automatically so forecasts always reflect current work. Custom integrations available for enterprise customers.
How do PMs and engineers use this together?
PMs use forecasts to set realistic deadlines and surface bottlenecks early. Engineers use it for personal capacity planning and sprint commitment decisions. The best outcomes come when both collaborate on velocity expectations.
How is our team data secured?
All data is encrypted in transit (TLS 1.3) and at rest (AES-256). We never share sprint data with third parties. SOC 2 Type II certification available. EU and APAC data residency options available for enterprises.
What's the onboarding timeline?
Most teams are live within 2-4 hours: connect your data source, validate a few sprints, invite your team, and forecasts go live. We provide onboarding templates, best-practice docs, and 1-on-1 setup support. Fully operational by your next sprint planning.
How does pricing work?
See our pricing page for full details. Small teams (under 10 engineers) start at $599/month. Volume discounts for 50+ engineers. Annual plans available. No long-term contracts required.
What if we need something custom?
Enterprise customers get dedicated support, custom integrations, white-label options, and SSO. Contact our team to discuss your specific needs.