Human-Approved AI
AI suggests. Humans approve. Governance enforced.
ScopeOps AI is designed for assistive delivery—not autonomous decision-making. Every AI recommendation goes through human approval, with full audit trails and PMO governance guardrails.
PMO Guardrails
All AI actions require approval
Full Audit Trail
Every AI interaction logged
Persona-Aware
AI adapts to PM, PMO, or Exec
Context-Aware
Project, Program, or Portfolio
Complete AI Suite for Delivery
Page-level AI agents working across demand, scoping, requirements, resources, analytics, and governance.
Demand Shaping AI
In ProgressAI analyzes demand descriptions, attachments, and historical data to suggest scope, effort, risks, and strategic alignment.
- Automatic scope extraction
- Effort & risk estimation
- Strategic scoring suggestions
Agentic Scoping Wizard
Available7-step guided wizard that extracts requirements from specs, RFPs, or draft documents.
- Upload any document format
- AI extracts Theme → Epic → Requirement hierarchy
- Human review & approval at each step
AI Requirement Assistant
AvailableReal-time copilot that helps clarify requirements, suggest acceptance criteria, and identify risks.
- Clarity suggestions for vague requirements
- Auto-generate Gherkin acceptance criteria
- Risk & constraint identification
AI Resource Advisor
AvailableIntelligent resource planning assistant for setup, allocation, and conflict resolution.
- Setup assistance (suggest common roles & teams)
- Allocation recommendations
- Conflict detection & resolution
AI Analytics Insights
AvailableAI-powered insights embedded in dashboards—anomaly detection, trend analysis, and predictive forecasting.
- Anomaly detection
- Trend forecasting
- Risk scoring
AI Governance Summaries
AvailableAuto-generate executive summaries, status reports, and governance briefings from project data.
- Executive summaries
- Status report generation
- Risk briefings
Workflow Builder AI
In ProgressAI-assisted workflow automation—build custom approval flows, routing rules, and governance policies with natural language.
- Natural language workflow creation
- Auto-generate approval rules
- Intelligent routing suggestions
Agentic PM
AvailableContext-aware AI that answers executive, PMO, and PM questions with portfolio intelligence.
- Persona-aware responses (PM, PMO, Executive)
- Context-aware (Project, Program, Portfolio)
- Baseline insights & drift detection
Multi-Agent Architecture
Specialized AI agents, each with distinct roles and governance boundaries.
Demand Shaping AI
Analyzes demand intake, suggests scope & effort
Agentic Scoping Wizard
Extracts & structures requirements from unstructured inputs
AI Requirement Assistant
Real-time clarity, AC suggestions, risk identification
AI Resource Advisor
Resource setup, allocation, conflict detection & resolution
AI Analytics Insights
Anomaly detection, trend forecasting, risk scoring
AI Governance Summaries
Auto-generate executive reports & status summaries
Workflow Builder AI
Natural language workflow automation (In Progress)
Agentic PM
Portfolio intelligence, executive Q&A, baseline insights
AI History & Audit Trail
Every AI interaction is logged with full traceability—who prompted it, what was suggested, and what was approved.
Full Logging
Every AI action timestamped and attributed
Approval Workflows
AI suggestions require human approval
Governance Reporting
PMO-level AI usage reports
Analytics Q&A
Ask natural-language questions and instantly receive smart chart suggestions with filter JSON—AI returns the perfect visualization and "Open Chart" deep-links you directly to insights.
Q&A Capabilities
- Natural-language → chart suggestion with filter JSON
- "Open Chart" deep-link to dashboard
- Guided examples (variance, SLA, team performance)
- Context-aware suggestions based on your role
- Historical query refinement
Agentic PM
Real-time AI assistant for project managers and delivery leads—automate routine tasks with Assign/Approve/Instruct commands while maintaining full audit logging and PMC integration.
Agentic Features
- Assign / Approve / Instruct work items
- Real-time SSE notifications (toast alerts)
- Full audit logging of all PM actions
- PMC integration for quick approvals
- Delegation workflows with escalation
AI for Every Persona
Project Managers
- AI extracts requirements from specs
- Suggests acceptance criteria
- Identifies resource conflicts
PMO Leaders
- Portfolio capacity insights
- Cross-project conflict detection
- Rebalancing recommendations
Executives
- Ask portfolio-level questions
- Get baseline & drift summaries
- Resource health scores