Software Bill of Materials in 2026: overview
A Software Bill of Materials is a structured inventory of the components and dependencies included in a software product. It helps teams identify affected software when vulnerabilities emerge, assess supply-chain risk and support regulatory evidence. Its usefulness depends on accuracy and completeness: a list that misses undeclared, embedded or transitive components can leave security teams with a false picture of what is deployed.
Recent work is pushing SBOMs beyond static package lists. A September 2026 study explored runtime generation from memory, while an August 2026 paper examined consumer-side reproducible verification of SBOM integrity. CISA’s July 2026 minimum-elements update and Insignary’s October 2026 launch of Clarity AIR point to stronger expectations for actionable inventories and detection of code that developers did not declare. Connecting component identity to build, runtime and vulnerability context remains a central challenge.
- 1From list to evidence: SBOM work is shifting toward proving that an inventory matches the software artifact and can be trusted by its consumer.
- 2Build capture gains ground: Build-integrated creation is growing faster than other tracked approaches, but it still depends on consistent adoption across build and release workflows.
- 3Research is rising: Publications grew 26.6% while patents fell 48.1%, pointing to greater recent emphasis on practices, verification and operational use than on patenting.
Top organizations working on software Bill of Materials
Ranked by Linknovate activity score · last 24 monthsThe activity score adds up the relevance of every patent, publication, grant and news item linking an organization to software Bill of Materials. Showing 7 of 96 organizations.
| # | Organization | Approach | Signals (24 mo) | Momentum | Why it matters |
|---|---|---|---|---|---|
| 1 |
Microsoft
Corporate · United States |
Build-integrated creation | NEWS 186 | -32% | Microsoft’s open-source SBOM Tool generates software bills of materials as part of build and release workflows, helping teams inventory components and support supply-chain security. |
| 2 |
GitHub
Corporate · United States |
Build-integrated creation | NEWS 87 | -36% | GitHub provides dependency and supply-chain features, including SBOM generation through artifact attestations, that connect component inventories with software build and release workflows. |
| 3 |
U.S. National Institute of Standards and Technology
Research · United States |
Formats and normalization | NEWS 80 | +29% | NIST develops guidance and technical resources for software supply-chain security, including SBOM practices and requirements that support consistent component identification and exchange. |
| 4 |
Cybersecurity and Infrastructure Security Agency
Other · United States |
General | NEWS 68 | -30% | CISA advances SBOM adoption through guidance and coordination on software supply-chain transparency and the use of component inventories in cybersecurity. |
| 5 |
Google
Corporate · United States |
Manifest-based inventory | PUB 1 · NEWS 134 | +11% | Google’s OSV-Scanner and related software composition analysis tools inspect dependency information to help identify vulnerable open-source components and support SBOM-based workflows. |
| 6 |
IBM
Corporate · United States |
Formats and normalization | PUB 2 · NEWS 117 | -32% | IBM researchers examine SBOM security evaluation and cryptography bills of materials, including standardization and practice in CycloneDX. |
| 7 |
European Commission
Other · Belgium |
General | NEWS 83 | +8% | The European Commission shapes cybersecurity obligations for products with digital elements, influencing manufacturers’ needs for software-component transparency and SBOM-related compliance. |
| 8 | ··Hidden organizationCompany | Approach | PAT 00 · PUB 00 GRANTS 0 · NEWS 00 | +00% | Available to registered users. |
| 9 | ··Hidden organizationCompany | Approach | PAT 00 · PUB 00 GRANTS 0 · NEWS 00 | +00% | Available to registered users. |
| 10 | ··Hidden organizationCompany | Approach | PAT 00 · PUB 00 GRANTS 0 · NEWS 00 | +00% | Available to registered users. |
Startups to watch and leading research centers
Startups to watch 5 total
RunSafe Security Inc.United StatesRunSafe develops compile-time SBOM generation for native code and incorporates high-fidelity software inventories into its security platform.
BinarlyBinarly analyzes firmware and binary software artifacts, including methods to generate cryptography bills of materials and characterize software supply-chain risk.
Harbor Labs LLCHarbor Labs studies the trade-offs between SBOM completeness and exposure in healthcare and how SBOMs fit medical-device cybersecurity submissions.- ··Hidden startupCountryAvailable to registered users, with funding and founding year.
- ··Hidden startupCountryAvailable to registered users, with funding and founding year.
Leading research institutions 55 total
University of OxfordUnited KingdomOxford researchers investigate SBOM extensions for AI supply chains and tools for analyzing and visualizing component inventories in IoT systems.
University of SannioItalyResearchers study SBOM adoption in open-source projects, ways to add vulnerability descriptions, and tools for generating AI bills of materials.
Universita` Degli Studi Of SalernoItalyResearchers study SBOM adoption in open-source projects, ways to add vulnerability descriptions, and tools for generating AI bills of materials.- ··Hidden research institutionCountryAvailable to registered users, with their key researchers.
- ··Hidden research institutionCountryAvailable to registered users, with their key researchers.
Where software Bill of Materials innovation happens
Share of documents with at least one organization from each country.
Open the interactive map with all 96 organizationsMain technical approaches
Last 24 months| Approach | What it is | Documents | Leading organizations |
|---|---|---|---|
| Manifest-based inventory | Reads package manifests and metadata to list declared components, but can miss undeclared, generated or embedded software. | 144 |
Sbom Llc, GitHub, SPDX |
| Source-code identification | Recognizes components from source code, but forks, modifications and incomplete source access can complicate identification. | 237 |
Sbom Llc, GitHub, Insignary Inc. |
| Binary analysis | Inspects compiled artifacts to identify what ships, but stripped symbols and unfamiliar binaries can limit coverage. | 37 |
Sbom Llc, Insignary Inc., Amazon |
| Build-integrated creation | Generates inventories within build workflows, but depends on consistent instrumentation across tools and release pipelines. | 229 |
Sbom Llc, GitHub, Red Hat |
| Formats and normalization | Uses shared formats to exchange component data, but differences in schemas and identifiers can hinder consistent interpretation. | 127 |
Sbom Llc, SPDX, U.S. National Institute of Standards and Technology |
Emerging trends
Last 12 months vs previous 36 monthsTerms whose frequency in the last 12 months grew the most compared with the previous 36 months.
Funding and investment
Recent funding rounds
Recorded data lists $46,953,694 in grants across 11 awards since 2020 and $32,850,758,066 across 9 funding rounds. The round entries include broad corporate and infrastructure deals, so these totals should not be read as SBOM-only investment.
Patent landscape
Top patent holders · last 24 monthsRecent developments
Latest news, duplicates removed- Oct 2026An image tag is convenient for deployment, but it does not tell me which architectures are inside the image or what went into building them. For a small Go service, I used Docker Buildx to publish an image for…Hacker Noon
- Sep 2026Apache disclosed Log4Shell on December 9–10, 2021. As I write this, that's closing in on five years ago — long enough that it should be ancient history, a war story security teams tell new hires. It isn't. Talk to…Hacker Noon
- Sep 2026TL;DR Starting September 11, the EU Cyber Resilience Act will require manufacturers to notify regulators within 24 hours of learning a vulnerability in their product is being actively exploited. For companies whose…The Next Web
- Aug 2026What Is an AI Bill of Materials? The National Institute of Standards and Technology calls AIBOMs “enablers for AI software transparency and security,” pointing to their ability to also “foster trust” and “facilitate…HealthTech Magazine
- Month 20XXHidden developmentAvailable to registered users with alerts enabled.
Frequently asked questions about software Bill of Materials
What companies are working on software bill of materials?
Microsoft, GitHub, Google, Amazon, IBM and Red Hat are among the companies working on SBOM generation, dependency analysis or format support. Microsoft and GitHub connect generation to build and release workflows; Amazon supports software composition visibility through scanning; and Red Hat works on contextual SBOMs. Cisco also publishes SBOMs and contributes research on extending component inventories.
Which software bill of materials startups are the most promising in 2026?
RunSafe Security, Binarly and Harbor Labs are the startups identified in the available data, each with a distinct focus. RunSafe develops compile-time SBOM generation for native code; Binarly analyzes firmware and binary artifacts; and Harbor Labs studies SBOM completeness and exposure in healthcare. These profiles show different technical niches rather than a ranked assessment of commercial prospects.
Which universities and research centers lead software bill of materials research?
The data identifies 55 research organizations, including the University of Oxford, University of Sannio and Universita` Degli Studi Of Salerno. Oxford researchers investigate SBOM extensions for AI supply chains and tools for IoT component inventories. Researchers at Sannio and Salerno study adoption in open-source projects, vulnerability descriptions and methods for generating AI bills of materials.
How much funding has software bill of materials received?
Recorded funding data lists $46,953,694 in grants across 11 awards since 2020 and $32,850,758,066 across 9 funding rounds. The round data includes corporate and infrastructure financing entries, including deals associated with Siemens AG, Hitachi Ltd. and Wiz Co. These figures are therefore not a clean measure of investment dedicated specifically to SBOM technology.
Who holds the most software bill of materials patents, and is patent activity growing?
CiscoTechnology Inc. leads the listed patent holders with 9 patents, followed by Siemens AG with 8. Patent activity is down: the data records 123 patents in the defined window and a 48.1% decline. By contrast, publications reached 119 in the last year and grew 26.6%, suggesting recent activity is more visible in research than in patent filings.
What are the latest developments in software bill of materials?
Recent developments include CISA’s July 2026 update to its minimum SBOM elements, a September 2026 study on runtime SBOM generation from memory, and an August 2026 paper on consumer-side reproducible verification. Insignary launched Clarity AIR in October 2026 to detect undeclared open-source and AI-written code. Together, these efforts address inventory coverage, integrity and the gap between declared and shipped software.
What are the main approaches in software bill of materials and how do they differ?
The five tracked approaches are manifest-based inventory, source-code identification, binary analysis, build-integrated creation, and formats and normalization. They differ in where component evidence comes from: manifests and source code describe declared or identifiable inputs, while binary analysis inspects compiled artifacts. Build integration captures information during production; formats and normalization make inventories easier to exchange, but do not by themselves ensure completeness.
Which countries lead software bill of materials?
The United States leads the country data with 73.1% of documents, followed by Germany at 17.1% and the United Kingdom at 14.7%. Japan, France and China are also among the countries with substantial activity. These figures reflect the distribution of documents in the dataset, not a direct measure of national adoption or market share.
What are the applications of software bill of materials?
SBOM applications include cloud and enterprise software, embedded systems and IoT, healthcare and medical devices, automotive and mobility, and government and critical infrastructure. Cloud and enterprise software has 880 documents, while embedded systems and IoT has 714. The data also shows recent activity in medical devices, where component inventories support cybersecurity documentation and risk management.