Sema
Sema is a private software intelligence company providing static code analysis for GenAI risk, technical debt, and codebase health, serving private equity and venture capital investors conducting M&A technical due diligence and enterprise software buyers.
- Company typePrivate
- Founded2017
- HeadquartersBaltimore, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Sema does
Sema is a private software intelligence company headquartered in San Francisco (600 California St), founded in 2017, that provides static code analysis and engineering intelligence software primarily to private equity and venture capital investors conducting technical due diligence, and to enterprise software and technology buyers who need to measure codebase health, technical debt, GenAI code risk, intellectual property exposure, and developer productivity. Its core products are AI Code Monitor (real-time GenAI risk detection and a Comprehensive GenAI Bill of Materials), Comprehensive Codebase Scans (one-time or continuous code quality assessments including Software Bill of Materials and Remediation Calculator), Product Roadmap Radar (engineering execution analytics with 85% delivery-date prediction claim), and the Sema Intelligence Platform (closed-beta unification of roadmap, GenAI, and engineering radars). Underlying technology combines proprietary algorithms—McCabe complexity analysis, Design Quality Indicators (ANA, MOA, DAM, CAMC, CIS), Core Technical Debt Ratio normalization—with a Deep Learning Detection Model trained on human-written versus AI-generated code, benchmarked against an in-house dataset of 600 codebases covering 4 billion lines of code and 162,000 developers across 20+ verticals.
Sema operates a hybrid go-to-market: direct enterprise field sales targeting large PE/VC firms (the company served 7 of the 9 largest global investors in 2023) combined with product-led entry points including a free, anonymous Codebase Health Calculator and a 2-week free trial of the Sema Intelligence Platform via GitHub login. Revenue is generated primarily through per-developer subscriptions (AI Code Monitor listed at $82.50/dev/month monthly or $33/dev/month on annual pre-order) and enterprise-tier custom contracts (101+ developers, multi-year terms) for Comprehensive Codebase Scans and Product Roadmap Radar, with Professional Services Account Management available for enterprise clients. SOC 2 Type 2 certification and integration with GitHub, Bitbucket, GitLab, Azure DevOps, and JIRA support enterprise security and workflow requirements.
The business is venture-backed by a syndicate that includes Govtech Fund, Village Global, 22C, and the Former Blackstone CTO (per the company's About Us page), with Nimble Ventures listed as a 2018 early investor. Sema has stated it has evaluated code within organizations collectively valued at over $1 trillion and has a leadership team led by CEO Matt Van Itallie, CTO and technical co-founder Sam Goldstein, and Chief Scientist Brendan Cody-Kenny.
Sema firmographics
Firmographics- Name
- Sema
- Legal name
- Sema
- Website
- https://semasoftware.com
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Sema is a private software intelligence company providing static code analysis for GenAI risk, technical debt, and codebase health, serving private equity and venture capital investors conducting M&A technical due diligence and enterprise software buyers.
- Ownership category
- akta.pro rank
Where Sema is headquartered
LocationHeadquarters
- HQ city
- Baltimore
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Sema business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Subscription - AI Code Monitor: Per-developer monthly or annual subscription pricing with tiered plans including Monthly ($82.50/dev/month), Yearly ($33/dev/month with pre-order discount), and Enterprise tiers with custom pricing.
- Subscription - Comprehensive Codebase Scans: Enterprise subscription product with tiered deliverables contingent on subscription level. Includes Health Check Report, Due Diligence Report, and continuous monitoring options.
- Product Roadmap Radar: Enterprise subscription for engineering intelligence with custom pricing based on organization size and developer count. 2-week free trial available.
- Professional Services: Professional Services Account Manager for enterprise customers requiring custom implementation, dedicated support, and specialized analysis.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Per seat | Monthly | Monthly Plan - $82.50/dev/month |
| Per seat | Annual | Yearly Plan - $66/month billed annually ($33/dev/month) |
| Per seat | Multi-year contract | Enterprise - Custom Pricing |
| Freemium | Pay-as-you-go | Free Trial - 2 weeks |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels6 records
Sema product offering
Product offeringCore offering
Sema provides a software intelligence platform that analyzes source code repositories to assess codebase health, detect GenAI-generated code, quantify technical debt, and evaluate engineering team performance. Its products serve both enterprise software organizations (continuous monitoring, GenAI compliance, developer productivity) and investors (technical due diligence for M&A and Reps and Warranties Insurance underwriting). Core deliverables include AI Code Monitor, Comprehensive Codebase Scans, and Product Roadmap Radar, supported by a free Codebase Health Calculator.
Product overview
Sema offers a unified software intelligence platform focused on assessing code risk and improving engineering outcomes. The core portfolio includes AI Code Monitor for GenAI risk assessment, Comprehensive Codebase Scans for code quality analysis, and Product Roadmap Radar for engineering visibility. The Sema Intelligence Platform serves as the umbrella platform (currently in closed beta) integrating these capabilities alongside GenAI Radar and Engineering Radar. A free Codebase Health Calculator provides anonymous scoring based on 12 key metrics. All products connect to version control systems (GitHub, Bitbucket, Azure DevOps) and project management tools (Jira) to analyze code, teams, and processes.
Differentiator
Problem solved
Functional benefit
Brands
- AI Code Monitor: Real-time assessment of legal and regulatory risk within a codebase, comprehensive GenAI Bill of Materials, industry-based benchmarks, and heat maps to alert where GenAI code is being used.
- Comprehensive Codebase Scans
- Product Roadmap Radar
- Codebase Health Calculator
Products and services
- AI Code Monitor Real-time assessment tool for legal and regulatory risk within codebases, providing a Comprehensive GenAI Bill of Materials, heat maps showing where GenAI code is being used, and industry-based benchmarks to contextualize organizational risk. Used by enterprise software organizations and investors.
- Comprehensive Codebase Scans One-time or continuous assessment of code quality covering technical debt, security vulnerabilities, intellectual property risks, and team metrics. Includes supporting worksheets, Software Bill of Materials, dashboards, and Remediation Calculator. Used for technical due diligence and ongoing codebase health monitoring.
- Product Roadmap Radar Engineering visibility platform providing Delivery Date Prediction, Resource Allocation Reality, Quality Early Warning, and Expert Daily Insights. 10-minute setup with 85% accuracy in delivery predictions, reduces status meetings by 40%. Used by engineering leaders to communicate roadmap status to non-technical stakeholders.
- Sema Intelligence Platform Unified platform integrating Product Roadmap Radar, GenAI Radar, and Engineering Radar capabilities. Currently in closed beta with select teams. Free pilot includes 2+ weeks access and call with Sema Expert.
- Codebase Health Calculator Quick, anonymous assessment tool providing high-level Codebase Health Score estimate on a 100-point scale. Based on 12 engineering metrics, completely free and anonymous with no data storage.
Quantifiable outcome
- Served 7 of 9 largest global investors in 2023
- +5 more outcomes
Companies that use Sema
Customer profileNamed customers20 records
Segments3 records
Ideal customer profiles3 records
Sema technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability6 records
Feature7 records
Sema partnerships and signals
Strategic signalScale indicators7 records
Recent moves6 records
Expansion highlights6 records
Sema competitors and assessment
Company assessmentDirect peers
- Sonar (SonarQube): Sonar is the leading packaged code-quality and code-security platform, used by enterprises to measure technical debt, vulnerabilities, and maintainability. It directly overlaps Sema's Codebase Scans and Core Technical Debt Analysis capabilities across multiple programming languages.
- CAST Software: CAST provides software intelligence for technical due diligence and software risk assessment, explicitly targeting M&A transactions and large software modernization. It competes head-on with Sema's Comprehensive Codebase Scans product for PE/investor use cases.
- CodeScene: CodeScene analyzes code health, technical debt, and team delivery patterns from version-control history, producing code-level risk scores similar to Sema's Core Technical Debt Analysis. Its use of behavioral code analysis overlaps with Sema's Developer Coaching Grid and Engineering Radar capabilities.
Broad incumbents
- Synopsys (Black Duck / Coverity): Synopsys offers static code analysis (Coverity) and software composition analysis (Black Duck) used in M&A technical due diligence. As a large incumbent in semiconductor and software testing tools, it provides overlapping functionality to Sema's enterprise and investor buyer base.
- Veracode: Veracode delivers application security testing including static analysis, software composition analysis, and security posture reporting. It competes for enterprise code-scanning budgets that Sema also targets, particularly through security and compliance teams.
- Snyk: Snyk provides developer-first security scanning (SCA, SAST, IaC, code) and code-quality tooling embedded in developer workflows. As a well-funded incumbent, it competes with Sema for engineering and security budget within the same enterprise software buyers.
- GitHub Advanced Security: GitHub Advanced Security bundles code scanning, secret scanning, and dependency analysis into GitHub Enterprise. As a bundled incumbent inside the dominant developer platform, it pressures standalone code-scanning vendors like Sema on price and integration.
Emerging players
- LinearB: LinearB focuses on engineering productivity, delivery prediction, and workflow automation — closely overlapping Sema's Product Roadmap Radar. It targets engineering leaders (CTOs/VPs) at software organizations, the same persona Sema serves.
- Jellyfish: Jellyfish provides engineering management analytics connecting code, planning, and people data to surface delivery risk and team health. It overlaps with Sema's Product Roadmap Radar and Engineering Radar for engineering leadership buyers.
- Stepsize: Stepsize delivers engineering intelligence combining code-level technical debt tracking with delivery and productivity analytics. It targets engineering leaders at software companies and overlaps with Sema's Developer Coaching Grid and engineering metrics modules.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Sema social profiles
Digital presenceSema compliance and trust
Trust signalCompliance1 record
Sema financial estimates
Financial estimateRevenue estimate
Valuation estimate
Sema leadership team
Management profileNumber of profiles
Profiles8 records
Sema funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Sema M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Sema
What does Sema do?
Sema provides a software intelligence platform that analyzes source code repositories to assess codebase health, detect GenAI-generated code, quantify technical debt, and evaluate engineering team performance. Its products serve both enterprise software organizations (continuous monitoring, GenAI compliance, developer productivity) and investors (technical due diligence for M&A and Reps and Warranties Insurance underwriting). Core deliverables include AI Code Monitor, Comprehensive Codebase Scans, and Product Roadmap Radar, supported by a free Codebase Health Calculator.
Is Sema a public or private company?
Sema is a private company. It is classified as venture growth investor backed and is currently operating.
When was Sema founded?
Sema was founded in 2017. It employs 11 to 50 people.
Where is Sema based?
Sema is headquartered in Baltimore, United States, in the North America region.
How does Sema make money?
Four revenue lines are on record. Subscription - AI Code Monitor is the primary driver. The others are subscription - Comprehensive Codebase Scans, product Roadmap Radar and professional Services.
Who are Sema's main competitors?
Direct peers on record are Sonar (SonarQube), CAST Software and CodeScene. Broad incumbents are Synopsys (Black Duck / Coverity), Veracode, Snyk and GitHub Advanced Security. Emerging players are LinearB, Jellyfish and Stepsize.
Does Sema have an API?
Yes. Sema connects to version control systems (GitHub, Bitbucket, GitLab, Azure DevOps) via API for code analysis. New users can log in with GitHub account to access the free Sema Tech Debt Calculator. The platform requires connecting repositories to perform codebase analysis. Access for subscription customers is via smp.semalab.io with credentials provided by Professional Services.