Turn early software scope into a 
fundable project estimate.

MAKE SCOPE MEASURABLE EARLY

Translate evolving requirements into defensible size and effort.

Convert user stories, architecture notes, and incomplete requirements into structured sizing inputs so planning can start before everything is “final.”

Use estimation-centric AI to surface missing drivers, inconsistent assumptions, and hidden scope growth early before they become delivery surprises.

Calibrate sizing against validated models and historical patterns so leaders review a range grounded in evidence, not optimism.

ALIGN DELIVERY ACROSS TEAMS

Move from local velocity to portfolio-level planning.

Standardize sizing and effort logic across teams so leadership can compare initiatives, not just debate whose backlog is “bigger.”

Test staffing, reuse, and build-versus-buy scenarios quickly so release plans reflect real capacity and constraints.

Keep plans review-ready: assumptions, ranges, and “what changed and why” stay attached as scope and priorities shift.

35%

of software project planners report full integration across departments.1

KEEP COMMITMENTS GOVERNABLE

Make software estimates an enterprise asset, not a spreadsheet event.

Capture rationale once and reuse it so new teams start from proven logic instead of rebuilding models from memory.

Connect scope, effort, cost, schedule, and risk in one review package so leadership can fund and sequence work with clarity.

Improve confidence over time by linking forecasts to outcomes, reducing repeatable surprises and margin erosion.

8%

of software project planners are confident or very confident in the accuracy of their estimates.1