Ship accurate specs with AI that learns your team
Turn rough briefs and stakeholder conversations into structured technical specs, effort estimates, and sprint plans — calibrated to your team's actual velocity.
// product
See ScopeForge in action
From rough brief to structured spec
Paste any unstructured input — a project brief, feature request, Slack thread, or meeting notes — and get a complete technical specification with user stories, acceptance criteria, dependencies, and risk flags in under 90 seconds.
// features
Everything you need to scope with confidence
Brief-to-Spec AI
Paste a rough brief, a Slack thread, or meeting notes and get a structured technical specification with acceptance criteria, dependencies, and edge cases identified automatically.
Spec drafts in under 90 secondsEffort Estimation Engine
Get story-point and time-based estimates grounded in your team's historical throughput, not industry averages. Estimates improve with every completed sprint.
Calibrated to your velocitySprint Planning
Automatically break specs into sprint-ready tasks with suggested assignments based on team capacity, skill match, and current workload.
Capacity-aware task breakdownVelocity Learning
ScopeForge continuously learns from completed work — comparing estimates to actuals and adjusting its models so every future scope is more accurate than the last.
Gets smarter every sprintStakeholder Alignment
Generate shareable scope summaries, trade-off matrices, and timeline visualizations that non-technical stakeholders can actually understand and approve.
Close the spec-to-approval gap// pipeline
From brief to sprint in four steps
Drop In Your Brief
Paste a project brief, feature request, Slack thread, or meeting transcript. ScopeForge accepts unstructured input.
AI Generates the Spec
Get a structured technical specification with user stories, acceptance criteria, dependencies, and risk flags.
Estimate and Plan
Review effort estimates calibrated to your team's velocity, then break the spec into sprint-ready tasks.
Ship and Learn
Push tasks to your project tracker. After the sprint, ScopeForge compares estimates to actuals and recalibrates.
Drop In Your Brief
Paste a project brief, feature request, Slack thread, or meeting transcript. ScopeForge accepts unstructured input.
AI Generates the Spec
Get a structured technical specification with user stories, acceptance criteria, dependencies, and risk flags.
Estimate and Plan
Review effort estimates calibrated to your team's velocity, then break the spec into sprint-ready tasks.
Ship and Learn
Push tasks to your project tracker. After the sprint, ScopeForge compares estimates to actuals and recalibrates.
// benefits
Why teams choose ScopeForge
Cut Scoping Time by 80%
What used to take a full planning day now takes minutes. ScopeForge handles the heavy lifting so your leads can focus on decisions, not documentation.
Estimates That Actually Hold
Velocity-calibrated estimates mean fewer blown sprints and more predictable delivery timelines for stakeholders.
Consistent Spec Quality
Every spec follows the same structure with acceptance criteria, edge cases, and dependencies — no more missing requirements discovered mid-sprint.
Team Knowledge Retention
ScopeForge captures institutional knowledge about your codebase, team patterns, and past decisions so context is never lost when people move on.
Stakeholder-Ready Outputs
Auto-generated summaries and timeline views give PMs and execs the visibility they need without requiring engineers to write separate status docs.
// dashboard
Your scoping command center
Specs Generated
0
Across 38 active projects
Estimation Accuracy
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Based on last 12 sprints
Time Saved
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Compared to manual scoping
Active Teams
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Using velocity-calibrated estimates
Sprint Estimation Accuracy
Recent Activity
Your backend team's estimation accuracy improved 12% after the last 3 sprints. The frontend team consistently underestimates UI polish tasks by ~30% — consider adding a buffer for design-heavy stories.
// faq
Frequently asked questions
Out of the box, ScopeForge uses industry benchmarks and achieves roughly 70-75% accuracy. After ingesting 3-4 sprints of your team's actual velocity data, accuracy typically reaches 90-95% and continues improving.
ScopeForge compares its estimates against your actual sprint outcomes — story points completed, time spent, scope changes. It uses this feedback loop to recalibrate its models for your specific team, tech stack, and codebase patterns.
Yes. ScopeForge has native two-way integrations with Jira, Linear, GitHub Issues, and Shortcut. Specs and tasks sync directly to your tracker, and completed sprint data flows back for velocity learning.
All data is encrypted at rest and in transit. ScopeForge is SOC 2 Type II compliant. Your project data is never used to train models for other customers. Enterprise plans include single-tenant deployment options.
ScopeForge is built for engineering teams, but it generates stakeholder-friendly summaries, trade-off views, and timeline visualizations that PMs and executives can review and approve without needing technical context.
// pricing
Simple, transparent pricing
Start free, scale as your team grows. No hidden fees.
Solo
For individual developers and freelancers scoping client projects
- Up to 20 specs per month
- Brief-to-spec AI generation
- Basic effort estimation
- Markdown and PDF export
- 1 project tracker integration
- Email support
- 7-day spec history
- Single user
- No velocity learning
- No sprint planning
- No team collaboration
Team
Per seat — for engineering teams that want accurate, velocity-calibrated scoping
- Everything in Solo
- Unlimited specs
- Velocity learning engine
- Sprint planning and task breakdown
- Capacity-aware assignments
- Jira, Linear, and GitHub integration
- Stakeholder summary views
- Unlimited spec history
- Team collaboration and reviews
- Slack notifications
- Priority support
- SSO via SAML
Organization
For engineering orgs that need cross-team scoping, compliance, and custom deployment
- Everything in Team
- Unlimited teams and projects
- Cross-team dependency mapping
- Custom estimation models
- Advanced analytics and reporting
- Audit logs and compliance controls
- Single-tenant deployment option
- Dedicated success manager
- Custom SLA
- API access
- Custom integrations
- Onboarding and training