# Bloomfilter

> Bloomfilter is the context layer that connects frontier models to workflow systems so enterprises can measure, scale, and optimize the value of their agents.

## Home
- [Home](https://bloomfilter.ai/): Frontier home: cost and value, the frontier chart, the context layer, customers, why it's hard, and a 30-day value baseline.

## Resources
- [Resources](https://bloomfilter.ai/resources/): Bloomfilter's tools and writing.
- [Maturity assessment](https://bloomfilter.ai/maturity-assessment/): AI maturity self-assessment: the value curve, four stages with criteria, and a verdict with next steps.
- [Answers explorer](https://bloomfilter.ai/answers/): Answers explorer: read the record in dashboards or ask it in chat, with a sample dashboard and sample questions to try.
- [Process simulator](https://bloomfilter.ai/play/): Live map of work moving through a process, by agents and people.

## Contact
- [Talk to us](https://bloomfilter.ai/contact/): Request a demo. Name, work email, company, role, and what the demo should focus on.

## Use cases
- [Use cases](https://bloomfilter.ai/use-cases/): Every Bloomfilter use case, by the team it is for.
- [Software development](https://bloomfilter.ai/methods/software/): Measure what coding agents changed about delivery, team by team, and move from AI-assisted to agent-led on evidence.
- [Allocation](https://bloomfilter.ai/methods/finance/): See what every agent, model, and vendor cost next to what it changed about the work.
- [Workflows](https://bloomfilter.ai/methods/process/): See how work moves between agents and people, and change the process on evidence.
- [Governance](https://bloomfilter.ai/methods/governance/): Set the rules agents work under and see that they hold, on every work item.
- [Regulated software](https://bloomfilter.ai/methods/regulated-software/): Show whether a person or an agent did each step of regulated software work, under SOX, ISO 26262, Automotive SPICE, DORA, FDA, and DO-178C.
- [Model optimization](https://bloomfilter.ai/methods/models/): Route inference to the model with the best outcome per dollar, and fine-tune on your own outcomes.

## Case studies
- [Case studies](https://bloomfilter.ai/case-studies/): Every Bloomfilter customer story.
- [Software company](https://bloomfilter.ai/case-studies/software-company/): Customer story: a software company instrumented agent work against Jira and GitHub, then held course when cycle time spiked.
- [Advanced manufacturer](https://bloomfilter.ai/case-studies/advanced-manufacturer/): Customer story: an advanced manufacturer unified IT, Finance, and Compliance delivery on one record while a new delivery framework rolled out.
- [Fintech company](https://bloomfilter.ai/case-studies/fintech-company/): Customer story: a fintech company fixed how it measured delivery, then cut lead time 27% and rework 15%.

## Writing
- [News & Insights](https://bloomfilter.ai/writing/): Every Bloomfilter post, newest first.
- [SOX change control and AI agents](https://bloomfilter.ai/writing/sox-change-control-ai-agents/): How AI coding agents break SOX separation of duties, what auditors will ask, and the change control evidence you need.
- [ISO 26262, ASPICE, and AI agents](https://bloomfilter.ai/writing/iso-26262-automotive-spice-ai-agents/): What ISO 26262 and Automotive SPICE assessors will ask once AI agents write the code, and why a complete trace is no longer enough.
- [DORA and AI coding agents](https://bloomfilter.ai/writing/dora-ai-coding-agents/): How DORA treats AI coding assistants as both an ICT third-party service and a source of ICT changes, and the evidence that joins the two.
- [IEC 62304, FDA, and AI agents](https://bloomfilter.ai/writing/iec-62304-fda-ai-coding-agents/): Why AI coding agents are a quality system question for medical device makers, not an FDA AI guidance question, and the records that make agent code defensible.
- [DO-178C, DO-330, and AI agents](https://bloomfilter.ai/writing/do-178c-ai-coding-agents/): Why AI agents that write airborne code need verification rather than qualification, and why AI reviewers are where DO-330 tool qualification returns.
- [The EU AI Act for software teams](https://bloomfilter.ai/writing/eu-ai-act-software-teams/): Why the EU AI Act governs what software teams ship more than the assistants they use, and where coding agents come back in through a high-risk provider's quality management system.
- [Which gates should a machine decide?](https://bloomfilter.ai/writing/which-gates-should-a-machine-decide/): Blog post: which review gates in software delivery a System 1 model can decide, and how to prove it worked.
- [Gartner® Coolest Vendor Innovations](https://bloomfilter.ai/writing/gartner-process-intelligence/): Announcement: Bloomfilter named in Gartner® Coolest Vendor Innovations in Process Intelligence.
- [Show me your provenance](https://bloomfilter.ai/writing/automotive-spice-provenance/): Blog post: what Automotive SPICE® assessors will ask once AI agents do real development work.
- [Before you add AI, you need context](https://bloomfilter.ai/writing/before-you-add-ai-you-need-context/): Different companies, different stacks, same outcome in the SDLC: plenty of data, no clear answers. What's missing is context.
- [When the CIO becomes HR for AI agents](https://bloomfilter.ai/writing/when-the-cio-becomes-hr-for-ai-agents/): Tattling, alleged process violations, and an argument over whose checklist is right. When the complaint is about an agent, it lands on the CIO.
- [Celosphere 2025 recap](https://bloomfilter.ai/writing/celosphere-2025-recap/): At Celosphere we gave the first glimpse of the Agentic Miner, our new approach to governing and observing autonomous work inside the SDLC.
- [The next evolution of work: Bloomfilter at Celosphere 2025](https://bloomfilter.ai/writing/the-next-evolution-of-work-bloomfilter-at-celosphere-2025/): In Munich, Celosphere brought together thousands of process thinkers to answer a practical question: how do we make enterprise AI work inside real businesses?
- [Bloomfilter unveils Agent Miner app to observe and govern agents](https://bloomfilter.ai/writing/bloomfilter-unveils-agent-miner-app-to-observe-govern-agents/): The Celonis Agent Miner by Bloomfilter app lets enterprises govern, measure, and optimize AI agents working inside their software development process.
- [Your AI agent is a double agent](https://bloomfilter.ai/writing/your-ai-agent-is-a-double-agent/): A bug report comes in, tags the right files, and suggests a fix. Your AI agent ships the patch. The report was fake.
- [The real work of AI adoption starts now](https://bloomfilter.ai/writing/the-real-work-of-ai-adoption-starts-now/): New technology follows a predictable arc: exuberance, bold forecasts, flashy demos. Then reality sets in, and the real work begins.
- [Zero trust architecture for AI coordination in the SDLC](https://bloomfilter.ai/writing/zero-trust-architecture-for-ai-coordination-in-the-sdlc/): The Trusted Agentic Coordination System, built with Opaque Systems and Microsoft Azure, brings zero trust to AI agents working in software development.
- [Escape the IT doom loop](https://bloomfilter.ai/writing/escape-the-it-doom-loop/): At the Confidential Computing Summit, McKinsey's keynote hit a nerve with enterprise leaders: the IT doom loop, and how to get out of it.
- [Before you train AI, read your own commits](https://bloomfilter.ai/writing/before-you-train-ai-read-your-own-commits/): Trustworthy AI is usually framed as a question of training sets and model architecture. For software teams, it starts with your own history.
- [GitHub Copilot: behind the scenes with Bloomfilter](https://bloomfilter.ai/writing/github-copilot-behind-the-scenes-with-bloomfilter/): Copilot speeds up the developer at the keyboard. For organizations delivering software on time and in scope, code generation is only part of the story.
- [From product to AI agent: rethinking how we optimize the SDLC](https://bloomfilter.ai/writing/from-product-to-ai-agent-rethinking-how-we-optimize-the-sdlc/): Rather than a fixed platform for customers to adopt, Bloomfilter provides an agentic AI that continuously adapts to how each team builds software.
- [Optimizing resource allocation and staffing with Bloomfilter](https://bloomfilter.ai/writing/optimizing-resource-allocation-and-staffing-with-bloomfilter/): Efficiency, predictability, and cost control are paramount, and resource allocation and staffing remain the hardest parts of managing the SDLC.
- [Bridging the gap: how Bloomfilter aligns IT with business objectives](https://bloomfilter.ai/writing/bridging-the-gap-how-bloomfilter-aligns-it-with-business-objectives/): Software development is a core business driver, yet many organizations struggle with misalignment between IT and business objectives.
- [Why process mining is the key to unlocking the SDLC](https://bloomfilter.ai/writing/why-process-mining-is-the-key-to-unlocking-the-software-development-life-cycle-sdlc/): Software is the backbone of modern business, and it is riddled with rework and unpredictable outcomes. Process mining shows where and why.
- [A new era of risk management with Bloomfilter's AI-powered risk module](https://bloomfilter.ai/writing/unlocking-a-new-era-of-risk-management-with-bloomfilters-ai-powered-risk-module/): The Risk Module helps development teams identify, assess, and mitigate risk, from individual tasks up to the whole release.
- [Why an OPEN SDLC with SecDevOps is key to future-proofing security](https://bloomfilter.ai/writing/why-an-open-sdlc-with-secdevops-is-key-to-future-proofing-security/): Shift left without overloading developers: an OPEN SDLC (observable, predictable, efficient, nimble) balances security and productivity.
- [Dealing with developer frustration](https://bloomfilter.ai/writing/dealing-with-developer-frustration/): Developers are builders and problem-solvers. Technical debt keeps them cleaning up messes instead, and it is a recurring source of frustration.
- [AI in software development with GenIQ](https://bloomfilter.ai/writing/unleashing-the-power-of-ai-in-software-development-with-geniq/): Generative AI for software development is at the top of the hype cycle, with little measurable impact to show for it. Where GenIQ fits.
- [Transforming your viewpoint: introducing the power of process mining](https://bloomfilter.ai/writing/transforming-your-viewpoint-introducing-the-power-of-process-mining/): Telling engineers to go faster is like telling delivery drivers to drive faster. Process mining finds the root cause instead.
- [Bloomfilter helps you improve, which is why it's not for everyone](https://bloomfilter.ai/writing/bloomfilter-helps-you-improve----which-is-why-its-not-for-everyone/): When does Bloomfilter fail? When an organization is not willing to change. Improving a process starts with wanting to.
- [Cracking the code (and cost): introducing our Financials module](https://bloomfilter.ai/writing/cracking-the-code-and-cost-introducing-our-financials-module/): Initiatives shows whether milestones will be met. The Financials module answers the next question: what is the return?
- [Time to sync up your SDLC: introducing Initiatives](https://bloomfilter.ai/writing/time-to-sync-up-your-sdlc-introducing-initiatives/): Initiatives syncs executive planning and strategy cycles with the work actually moving through the SDLC.
- [Bloomfilter and SoftServe team up to improve the SDLC](https://bloomfilter.ai/writing/bloomfilter-and-softserve-team-up-to-improve-the-sdlc/): Introducing DevIQ, the result of our partnership with SoftServe, built to make the software development process more measurable and efficient.
- [Bloomfilter singled out by Everest Group for our innovative approach](https://bloomfilter.ai/writing/bloomfilter-just-got-singled-out-for-our-innovative-approach-find-out-why-were-turning-heads/): Bloomfilter was featured in one of the Everest Group's landmark industry and technology reports. Why it singled us out.
- [Laying a foundation for successful software development](https://bloomfilter.ai/writing/laying-a-foundation-for-successful-software-development/): Many executives believe work moves through software development in a straight line. It does not, and planning as if it does is costly.
- [See what matters with observable processes](https://bloomfilter.ai/writing/see-what-matters-with-observable-processes/): The debate over measuring developer productivity keeps looking where the light is. Goodhart's law says measure the process instead.
- [Don't make them think: how to report product to your executives](https://bloomfilter.ai/writing/dont-make-them-think-how-to-report-product-to-your-executives/): Product leaders want autonomy over decisions and resources. Earning it starts with reporting executives can read at a glance.
- [Real-world use cases and the Intrusion case study](https://bloomfilter.ai/writing/unlocking-the-power-of-bloomfilter-real-world-use-cases-and-intrusion-case-study/): Myron Schram, one of Bloomfilter's first beta testers, on a rigorous method for software quality and how Bloomfilter supports it.
- [What brown M&Ms can teach us about software development](https://bloomfilter.ai/writing/what-brown-m-ms-can-teach-us-about-software-development/): Van Halen's brown M&M rider was a process check in disguise: adherence to a process predicts its output.
- [From burndown to burnout, part 3: breadth](https://bloomfilter.ai/writing/from-burndown-to-burnout-part-3----breadth/): Teams trying to improve their software process often look where the light is, not where the problem is.
- [Process, not points](https://bloomfilter.ai/writing/process-not-points/): The value of delivery metrics is not the metrics themselves. It is the shared understanding and alignment that discussing them creates.
- [Process mining: the time machine for due diligence](https://bloomfilter.ai/writing/process-mining---the-time-machine-for-due-diligence/): No buyer judges a company on one snapshot of its financials. Software organizations deserve the same look at how they change over time.
- [10 ways to eliminate $1M of process waste in your SDLC](https://bloomfilter.ai/writing/10-ways-to-eliminate-1m-of-process-waste-in-your-sdlc/): Everyone is being asked to do more with less. Ten places to find and remove the waste hiding in your software process.
- [From burndown to burnout, part 2: it's about time](https://bloomfilter.ai/writing/from-burndown-to-burnout-part-2----its-about-time/): To understand process flow is to understand movement over time: tasks moving in response to events that change their state.
- [Using process mining to avoid sprint failures](https://bloomfilter.ai/writing/using-process-mining-to-avoid-sprint-failures/): A follow-up to our bad sprint: how process mining makes a bad sprint faster to spot and correct.
- [The human cost of inefficient software development](https://bloomfilter.ai/writing/the-human-cost-of-inefficient-software-development/): Changing the way software gets built is not just an intellectual exercise. It is personal.
- [Introducing new product metrics to better understand your SDLC health](https://bloomfilter.ai/writing/introducing-new-product-metrics-to-better-understand-your-sdlc-health/): Where is your team succeeding or struggling? New metrics give a quantitative read on the health of your end-to-end SDLC.
- [From burndown to burnout, part 1: resolution](https://bloomfilter.ai/writing/from-burndown-to-burnout-part-1----resolution/): The standard tools of product management are not fit for understanding and instrumenting a complex business process.
- [Why AI needs process intelligence](https://bloomfilter.ai/writing/why-ai-needs-process-intelligence/): Software is eating the world, and AI is eating software. Why that makes process intelligence essential.
- [Bloomfilter raises $7 million in seed round led by Magarac Venture Partners](https://bloomfilter.ai/writing/bloomfilter-raises-7-million-in-seed-round-led-by-magarac-venture-partners/): Bloomfilter, a process intelligence platform for software development, closed a seed round led by Magarac Venture Partners in May 2023.
- [We had a bad sprint. Here's what we did to get back on track](https://bloomfilter.ai/writing/we-had-a-bad-sprint-heres-what-we-did-to-get-back-on-track/): Like most development teams, we sometimes miss our sprint goals. Here is what happened the last time, and how we recovered.
- [Three lessons product and engineering leaders tried to teach me for years](https://bloomfilter.ai/writing/three-lessons-that-product-engineering-leaders-have-been-trying-to-teach-me-for-years-but-i-never-understood/): After 25 years of building software and software companies, three lessons that finally landed.
- [The iron triangle of software development](https://bloomfilter.ai/writing/the-iron-triangle-of-software-development/): Time, resources, and quality are bound together. Constrain one side of the triangle and the other two have to give.
- [Why we founded Bloomfilter](https://bloomfilter.ai/writing/why-we-founded-bloomfilter/): For 30 years, product and engineering leaders have answered hard questions with incomplete data, intuition, and guesswork.

## How it works
- [How it works](https://bloomfilter.ai/how-it-works/): How Bloomfilter is implemented: connect, configure, baseline, attribute, and hand the layer to your team.

## FAQ
- [FAQs](https://bloomfilter.ai/faqs/): Common questions about Bloomfilter, grouped by topic.

## About
- [About](https://bloomfilter.ai/about/): About: who we serve, the executive team, investors, customers and partners, analyst recognition, and how to reach us or join.

## Legal
- [Privacy Policy](https://bloomfilter.ai/legal/privacy-policy/): How Bloomfilter collects, uses, and protects personal data, and how to exercise your privacy rights.
- [Terms & Conditions](https://bloomfilter.ai/legal/terms-and-conditions/): The terms and conditions that govern use of the Bloomfilter software and related services.
- [AI Policy](https://bloomfilter.ai/legal/ai-policy/): How Bloomfilter builds, monitors, and governs the AI systems behind Bloomfilter Flora, including accuracy, bias prevention, and privacy standards.
- [Data Processing Agreement](https://bloomfilter.ai/legal/data-processing-agreement/): The data processing agreement that governs how Bloomfilter processes personal data on behalf of its customers.

## Notes
- Canonical origin: https://bloomfilter.ai
- Language: en-US
- Machine-readable sitemap: /sitemap-index.xml
- Planned but unbuilt routes are omitted from this file.