SWEMAP Features
A living knowledge graph that analyzes code repositories, documentation, and collaboration platforms to unlock your engineering organization's potential.
Empower individual contributors to understand their skills and impact, enable teams to collaborate more effectively, and give managers deep insights into technical coverage and risk.
All while maintaining transparency and trust.
Everything you need to understand your engineering organization
Six powerful capabilities that work together to give you unprecedented visibility into your team's skills, risks, and opportunities.
Knowledge and Skills Mapping
Automatically maps repositories, code ownership, and technical expertise using semantic analysis, not just commit history.
- Semantic analysis of code contributions
- Integration with GitHub, Slack, Google Docs, Confluence
- Searchable 'who to ask' expert directory
- Dependency mapping and code relationships
Engineer Enablement
Every IC sees a private, editable view of their skill profile, generated from contributions and documentation.
- Private, personalized skill profiles
- Language and framework proficiency tracking
- Internal team matching and mentor discovery
- Growth path recommendations
Manager Risk Reduction
Identifies critical code areas with concentrated ownership so managers know what will break if a key engineer leaves.
- Critical dependency identification
- Knowledge transfer planning
- Skill gap analysis and recommendations
- Team-level risk insights, not individual metrics
Recruiting Intelligence
Integrates with LinkedIn and recruiting CRMs to identify external candidates matching internal skill gaps.
- LinkedIn and CRM integration
- Skill gap to candidate matching
- Automated technical interview questions
- Real-world project-based assessments
Performance and Quality Insights
Provides summaries of engineer impact over time: code quality improvements, documentation, and features shipped.
- Impact tracking over time
- Code quality and coverage trends
- AI-assisted coding pattern analysis
- Growth-focused metrics, not just output
Organizational Expertise Search
Unified search interface to query expertise across the entire organization with ranked, contextual results.
- Cross-organizational expert search
- Ranked results with contribution context
- Hidden gem discovery beyond formal titles
- Department silo breaking
Smart Ticket Assignment
Give us a ticket, and we'll recommend the best assignee with estimated completion time based on their expertise and current workload.
Coming SoonHeadcount Intelligence
Determine if you need additional engineers on your team based on workload analysis, skill gaps, and project requirements.
Coming SoonYour skills, your growth, your privacy
Every engineer gets a private, comprehensive view of their technical profile. See your expertise mapped out, discover growth opportunities, and connect with the right people.
Private Skill Profiles
Your complete technical profile, editable and visible only to you unless you choose to share.
Depth Indicators
See exactly how much time you've spent with each technology, with context like "Rust: 50% of output last 6 months".
Team Matching
Discover internal teams where your skills are relevant and find mentors for areas you want to grow.
Growth Suggestions
AI-powered recommendations for skill development based on your interests and career goals.
Your Skill Profile
Private • Editable
Languages & Frameworks
Recent Contributions
Risk Dashboard
Single Point of Failure
Knowledge transfer to 2 additional engineers
Limited Documentation
Improve documentation and add backup reviewer
Well Distributed
Continue current practices
Knowledge Transfer Plan
Document core authentication flows
Sarah M.
Pair programming sessions (3 weeks)
Mike R. + Sarah M.
Shadow on-call rotation
Mike R.
Independent feature implementation
Mike R.
Reduce risk, not people. Empower your team.
Get deep insights into technical coverage and risk without creating a surveillance culture. Focus on team-level insights that help you make better decisions.
Critical Dependency Detection
Identify code areas with concentrated ownership before they become problems. Know what will break if key engineers leave.
Knowledge Transfer Planning
Automated recommendations for pairing, documentation, and training based on skill gaps and project needs.
Team-Level Insights
Risk analysis presented at team level, not as punitive individual metrics. Build trust while maintaining visibility.
Proactive Risk Management
Move from reactive fire-fighting to proactive risk management with early warning systems.
Find expertise across your entire organization
Break down silos with unified expertise search. Discover both official SMEs and "hidden gems" with deep practical knowledge across all departments.
Intelligent Search
Query "Who knows Kafka?" or "GraphQL experts?" and get ranked results with rich context about their experience.
Hidden Gem Discovery
Find engineers with deep practical knowledge who lack formal titles but have solved real problems.
Cross-Department Connections
Bridge frontend ↔ infrastructure, data ↔ security. Connect teams that should be working together.
Availability Context
See who's available to help and when, with workload and calendar integration.
3 experts found
Ranked by expertiseSarah Chen
Senior Backend Engineer • Platform
Built the event streaming architecture, authored 15+ Kafka docs
Alex Rodriguez
Staff Engineer • Data
Led Kafka cluster migration, mentored 6 engineers on streaming
Jordan Kim
Backend Engineer • Messaging
Deep practical knowledge from debugging production issues
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