9 AI agents analyze your project from every angle -- architecture, risk, complexity, team capacity -- and produce estimates your stakeholders actually trust.
The Problem
Software estimation is broken. Not because engineers are bad at math, but because humans have systematic blind spots.
The first number someone says becomes the anchor. Teams unconsciously adjust around it instead of estimating from first principles.
No single person can see every integration, migration, or compliance requirement. Critical work surfaces weeks into the build.
Deadlines get set before estimates exist. Engineers trim scope in their heads to fit the timeline, producing fantasy numbers.
Process
From project description to stakeholder-ready estimate in minutes, not days.
Paste a brief, PRD, or even rough notes. Scoper understands natural language project descriptions.
9 specialized agents work in parallel, each examining your project through a different expert lens.
Get a structured breakdown with time ranges, risk flags, confidence scores, and assumptions made explicit.
Share as PDF, Notion doc, or Jira-ready tasks. Include or hide the reasoning for different audiences.
The Engine
Each agent is a domain expert. Together, they eliminate the blind spots that tank estimates.
Analyzes system design, service boundaries, and technical feasibility of the proposed architecture.
Identifies technical, organizational, and external risks that could derail timelines.
Rates algorithmic and integration complexity across every feature to surface hidden effort.
Maps user flows, identifies interaction complexity, and flags usability work that gets forgotten.
Evaluates schema design, data migrations, storage requirements, and query complexity.
Scopes infrastructure, CI/CD pipelines, monitoring, and deployment automation effort.
Defines testing scope, identifies high-risk test areas, and estimates QA effort per feature.
Maps work to team skills, flags resource gaps, and models parallel vs. sequential execution.
Audits third-party APIs, SDKs, and external dependencies for compatibility and effort.
Pricing
Start free. Upgrade when Scoper becomes indispensable.
Free
$0
For trying it out
Pro
$49 /mo
For teams shipping software
Enterprise
Custom
For organizations at scale