# Dynamo AI Expands Enterprise AI Guardrails as Regulatory Pressures Mount **Author:** Zero G Talent **Published:** 2026-10-23 **Category:** software **Tags:** yc-hiring [Read on Zero G Talent](https://zerogtalent.com/blog/dynamo-ai-expands-enterprise-ai-guardrails-as-regulatory-pressures-mount) --- Enterprise adoption of generative AI increasingly runs into legal and security boundaries. [Dynamo AI](https://zerogtalent.com/ai-companies/dynamo-ai), founded in 2021 by MIT doctoral graduates [Christian Lau](https://zerogtalent.com/people/christian-lau) and [Vaikkunth Mugunthan](https://zerogtalent.com/people/vaikkunth-mugunthan), builds software designed to test, guard, and audit enterprise models before and after they reach production. The San Francisco-based startup has drawn backing from Nexus Venture Partners and Y Combinator, having raised $30 million, according to [Forbes](https://www.forbes.com/profile/dynamo-ai/). Its commercial client roster includes Lenovo and Dublin-based Experian. In Washington, Lau recently testified before the U.S. House Committee on Financial Services, where he warned lawmakers that institutional AI deployments frequently stall over governance failures, data leaks, and model hallucinations. Now at approximately 40 employees, the company is actively expanding its engineering, research, and product benches to meet enterprise compliance demand and secure autonomous agents. ## Defending Generative Systems Against Model Risks Dynamo AI began under the name DynamoFL with a foundation in federated learning and differential privacy. Today, the company sells proactive defense tools that evaluate and protect generative AI models across their lifecycle. Its software scans for adversarial AI threats, evaluates model outputs, and prevents systems from leaking sensitive data. The product lineup spans three primary engines referenced across its engineering pipeline: - **Dynamo Guard:** Real-time guardrails designed to intercept model vulnerabilities, prevent data leakage, and remediate safety risks. - **Dynamo Eval:** Automated evaluation tooling to test large language models for robustness, compliance, and output consistency. - **AgentWarden:** A security framework focused specifically on identifying risks in autonomous agent workflows. Lau told the House Financial Services Committee that Dynamo AI is backed by over 40 of the top 100 U.S. financial institutions and a consortium of community banks that rely on the software to deploy AI systems safely, according to legal firm [Procopio](https://www.procopio.com/resource/dynamo-ai-co-founder-ai-testimony). Lau noted that institutions often find themselves paralyzed by open technical challenges surrounding regulation, noting that failure points usually stem from poor explainability, vendor overreliance, and lack of guardrails rather than a lack of interest in AI adoption. ## MIT Roots and Technical Leadership Dynamo AI was launched during Lau and Mugunthan’s doctoral work at the Massachusetts Institute of Technology. Mugunthan, who serves as Chief Executive Officer, holds a master's and Ph.D. in computer science from MIT. His academic research centered on differential privacy and federated learning, addressing mathematical methods to train and run machine learning models on sensitive data without compromising user confidentiality. Lau, who serves as President, holds a Ph.D. in electrical engineering and computer science from MIT. His focus sits at the intersection of machine learning security, governance, and technical public policy. Lau’s September 2025 congressional testimony urged regulators to establish safe sandboxes for model testing and to define clearer compliance guidelines so that smaller financial institutions can compete with major banks. ## Hiring Focus: Agent Security and LLM Infrastructure Dynamo AI lists 13 open positions, reflecting an expansion into agentic security and dedicated LLM evaluation teams. The hiring plan splits between technical infrastructure, product management, and customer-facing support. On the product side, the company is adding domain-specific managers, including a [Product Manager, AI Governance & Compliance](https://zerogtalent.com/ai-jobs/dynamo-ai/product-manager-ai-governance-compliance-113107) and a [Product Manager, AgentWarden (Agent Security)](https://zerogtalent.com/ai-jobs/dynamo-ai/product-manager-agentwarden-agent-security-113106). Both roles operate across San Francisco and London, signaling an expansion into European regulatory markets. Engineering hiring centers on core model behavior and scalable inference services. The team is recruiting a [Lead Software Engineer - ML Service](https://zerogtalent.com/ai-jobs/dynamo-ai/lead-software-engineer-ml-service-63835) in San Francisco to oversee production machine learning infrastructure, alongside specialized individual contributor positions such as [ML Engineer — LLM Privacy](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-engineer-llm-privacy-66844) and [ML Research Engineer — LLM Safety](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-research-engineer-llm-safety-66846). While headquarters functions remain heavily centered on-site in San Francisco, Dynamo AI maintains an office footprint in New York and London, with research intern openings extending hybrid options into Paris and Amsterdam. ## Open Roles at Dynamo AI The table below lists all currently open positions across engineering, research, product, and operations. | Role | Location | Work Mode | Salary | | :--- | :--- | :--- | :--- | | [Lead Software Engineer - ML Service](https://zerogtalent.com/ai-jobs/dynamo-ai/lead-software-engineer-ml-service-63835) | San Francisco, CA, US | Onsite | $200,000 – $275,000 / year | | [Technical Product Manager](https://zerogtalent.com/ai-jobs/dynamo-ai/technical-product-manager-67283) | San Francisco, CA | Onsite | $165,000 – $220,000 / year | | [Customer Success Senior Manager](https://zerogtalent.com/ai-jobs/dynamo-ai/customer-success-senior-manager-66840) | New York, NY | Onsite | $150,000 – $180,000 / year | | [Product Manager, AI Governance & Compliance](https://zerogtalent.com/ai-jobs/dynamo-ai/product-manager-ai-governance-compliance-113107) | San Francisco, CA, US / London, England, GB | Onsite | $125,000 – $165,000 / year | | [Product Manager, AgentWarden (Agent Security)](https://zerogtalent.com/ai-jobs/dynamo-ai/product-manager-agentwarden-agent-security-113106) | San Francisco, CA, US / London, England, GB | Hybrid | $125,000 – $165,000 / year | | [Product Analyst](https://zerogtalent.com/ai-jobs/dynamo-ai/product-analyst-98725) | San Francisco, CA, US | Onsite | $100,000 – $130,000 / year | | [Senior Software Engineer](https://zerogtalent.com/ai-jobs/dynamo-ai/senior-software-engineer-66641) | Remote (US) | Remote | $80,000 – $130,000 / year | | [Operations Coordinator](https://zerogtalent.com/ai-jobs/dynamo-ai/operations-coordinator-72115) | San Francisco, CA, US / New York, NY, US / Remote (US) | Hybrid | $60,000 – $80,000 / year | | [ML Engineer — LLM Evaluation](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-engineer-llm-evaluation-66843) | San Francisco, CA | Onsite | Unlisted | | [ML Engineer — LLM Privacy](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-engineer-llm-privacy-66844) | San Francisco, CA | Onsite | Unlisted | | [ML Research Engineer — LLM Safety](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-research-engineer-llm-safety-66846) | San Francisco, CA | Onsite | Unlisted | | [ML Research Scientist Intern – Dynamo Guard / Dynamo Eval / AgentWarden](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-research-scientist-intern-dynamo-guard-dynamo-eval-agentwarden-90407) | San Francisco, CA, US / New York, NY, US / London, England, GB / Remote (Amsterdam, NH, NL; Amsterdam, North Holland, NL; Paris, IDF, FR; Paris, Île-de-France, FR) | Hybrid | $3,500 – $6,500 / month | | [ML Research Engineer Intern – Dynamo Guard / Dynamo Eval / AgentWarden](https://zerogtalent.com/ai-jobs/dynamo-ai/ml-research-engineer-intern-dynamo-guard-dynamo-eval-agentwarden-90418) | New York, NY, US / San Francisco, CA, US / Remote (Amsterdam, NH, NL; Amsterdam, North Holland, NL; Paris, IDF, FR; Paris, Île-de-France, FR) | Hybrid | $3,500 – $5,000 / month | [See all open roles at Dynamo AI](https://zerogtalent.com/ai-companies/dynamo-ai) --- *Source: [Zero G Talent](https://zerogtalent.com), the job board for space, defense, AI, robotics and frontier-tech companies.*