Clarm’s Mission to Make AI Compliant, Auditable, and Useful

In an enterprise world where compliance, accuracy, and trust reign supreme, Clarm stands out as an AI innovation built from the ground up for high-stakes environments. Founded in 2025 and based in San Francisco, Clarm is an “Enterprise Agent Builder” designed to eliminate hallucinations—the fabricated or incorrect responses often generated by AI models.

With 40+ integrations across CRMs, knowledge bases, emails, and internal systems, Clarm enables organizations to construct precise, repeatable AI workflows that can safely operate under the scrutiny of legal and compliance departments. This makes it a true game-changer for sectors where incorrect outputs aren’t just inconvenient—they’re liabilities.

But Clarm is not merely a tool. It’s a platform shaped by real industry expertise, built by founders who’ve worked at the nexus of finance, AI, and mission-critical software systems. The result? A solution that doesn’t just automate—it redefines how deep research gets done in complex enterprises.

What Problem Is Clarm Solving?

Despite the rise of generative AI and automation, one barrier remains nearly universal in large organizations: trust. AI hallucinations may be tolerable in consumer-facing tools, but in regulated industries like finance, law, and enterprise services, they can lead to compliance failures, lawsuits, or public relations disasters.

Teams at law firms, banks, and investment firms face a common challenge: information overload. Thousands of internal documents, emails, customer records, meeting transcripts, and compliance logs are spread across multiple systems. Making sense of this data is crucial for client service, reporting, personalization, and risk mitigation.

However, current AI tools are black boxes. They produce fast answers, but few guarantees. For Legal and Compliance departments, that’s unacceptable. In short, powerful AI exists, but companies can’t deploy it safely.

Clarm is designed to change that by offering structured, traceable, and non-hallucinatory AI agents purpose-built for enterprise workflows.

How Does Clarm Work?

Clarm is not a single-purpose AI tool—it’s an agent-building platform. Think of it as an operating system for enterprise AI workflows that require depth, accuracy, and trust. At its core, Clarm connects to over 40 enterprise systems, including CRMs (like Salesforce and HubSpot), internal knowledge bases, communication tools, and databases.

Users can create bespoke “deep research agents” that navigate this ocean of data and perform tasks such as:

• Extracting legal precedents from thousands of internal emails and documents.
• Mapping client investment preferences to tailor bank communication on a per-person level.
• Analyzing proxy voting data across tens of thousands of shareholder meetings.
• Generating custom training content for new hires based on prior client interactions.

And unlike generic AI agents, Clarm’s output is repeatable, auditable, and fully aligned with regulatory expectations. That means the answers aren’t just smart—they’re trustworthy.

Who Is Using Clarm and For What Use Cases?

Clarm’s early traction shows its cross-industry versatility, particularly in high-trust environments where automation has typically been limited due to risk aversion. Here are some of the standout use cases:

• Law Firms: Internal agents trained to retrieve and summarize key evidence from thousands of documents and emails—accelerating case research and reducing junior lawyer hours.
• Banks: Customer communication engines built to understand individual investment behavior—powering hyper-personalized client engagement and boosting conversions.
• Asset Managers: Evaluation tools for shareholder voting trends across over 90,000 meetings, helping teams align strategy and governance priorities.
• Luxury Retailers: Automated campaign copy that adapts to personal shopping history—boosting response rates from 5% to 50% compared to generic CRM-generated content.
• Tech Startups: Onboarding tools that create training guides from call logs and documentation—enabling new hires to hit the ground running in days, not weeks.
• Open Source Projects: Community engagement agents that surface helpful content across GitHub issues, discussions, and documentation—scaling support and increasing contribution rates.

In each of these scenarios, Clarm replaces expensive, manual work with scalable, intelligent automation, without compromising trust or accuracy.

Who Are the Founders Behind Clarm?

Clarm was founded by Marcus Storm-Mollard and Alex Usher, two engineers with deep roots in high-trust, data-intensive industries.

Marcus Storm-Mollard (CEO)
Marcus has worked on AI before it was fashionable. As the former head of AI at Deutsche Bank Securities Services, he built the bank’s first AI team and scaled it to $10M ARR within two years. Later, as a Visiting Fellow at Oxford, he conducted AI research on swarm behavior, published by MIT. At NielsenIQ, he developed one of the world’s most accurate demand forecasting tools using transformers, driving $7M ARR. Fluent in 8 languages and experienced on four continents, Marcus brings both global perspective and deep technical rigor to Clarm.

Alex Usher (CTO)
Alex comes from Amazon, where he worked on Prime Video’s financial systems—specifically the royalty engines that manage billions in annual revenue. His background combines robust system design with a security-first mindset. Alex has published award-winning research on formal verification tools like Dafny (used in AWS security) and graduated top of his class at Imperial College London. With a deep understanding of scale, correctness, and finance-grade software, Alex ensures Clarm meets the highest technical standards.

Together, Marcus and Alex are uniquely positioned to build enterprise-grade AI agents that organizations can truly trust.

What Makes Clarm Different from Other AI Platforms?

The AI space is crowded, but Clarm’s approach stands out in five key ways:

1. Zero Hallucinations: Unlike most generative AI tools, Clarm is specifically engineered to avoid speculative or made-up outputs. Its workflows are grounded in source traceability and auditability.
2. Enterprise-Grade Integrations: Out of the box, Clarm integrates with more than 40 systems used across banking, law, tech, and services industries—eliminating the need for custom middleware.
3. Compliance-Safe by Design: Every output is structured for review, logging, and legal defensibility. This makes Clarm one of the few AI platforms that Compliance teams can sign off on.
4. Flexible Agent Architecture: Users can define custom agents tailored to their business, rather than being locked into one-size-fits-all bots or chat interfaces.
5. Proven Leadership: With backgrounds in Amazon, Deutsche Bank, and academic AI research, the founders understand the expectations and stakes of mission-critical software.

What Is the Future of Clarm?

While Clarm already serves customers in law, finance, tech, and services, its broader vision is to automate expensive white-collar workflows without sacrificing control. That means giving every team, from compliance to customer success, the ability to deploy AI agents they can fully trust.

As enterprise adoption of AI continues to accelerate, Clarm is betting that trust, auditability, and integration—not just raw intelligence—will be the differentiating factors. And they’re building accordingly.

Whether it’s analyzing voting trends, drafting legal summaries, or generating hyper-personalized outreach, Clarm aims to be the backbone of next-generation enterprise automation.

How Can Enterprises Benefit from Clarm?

If you're running a team buried in information and constrained by legal or compliance barriers, Clarm offers a way out. Instead of hiring more analysts, lawyers, or assistants, you can build an AI research agent that’s accurate, repeatable, and secure.

Clarm isn’t just a product—it’s a paradigm shift. One where AI is no longer just “smart,” but trusted. And in the enterprise world, that trust makes all the difference.