Relyance
Relyance is an AI-native data security and privacy compliance platform founded in 2020 by Abhi Sharma and Leila Golchehreh.
Profile
AI-native platform that maps how sensitive data and AI agents interact across enterprise code, cloud, and applications, with automated compliance and risk monitoring.
Relyance is an AI-native data security and privacy compliance platform founded in 2020 by Abhi Sharma and Leila Golchehreh. The San Mateo-based company builds real-time data inventory and mapping tools to track how personal and sensitive data flows through code, applications, cloud infrastructure, AI systems, and third-party vendors. Relyance has evolved from its original focus on privacy compliance at the code level to a broader platform spanning data security posture management (DSPM), AI governance, and compliance automation.
The company raised $30 million in seed and Series A funding in September 2021 from Menlo Ventures and Unusual Ventures, then closed a $32 million Series B in October 2024 led by Thomvest, with participation from Microsoft's M12 fund, Cheyenne Ventures, and returning investors. Total funding stands at approximately $62 million. Key customers include Coinbase, Snowflake, MyFitnessPal, Plaid, Grafana, ClickUp, Logitech, Navan, and others.
In March 2026, Relyance launched Lyo, described as an autonomous data defense engineer that continuously monitors how AI agents interact with enterprise data. Unlike traditional scanning tools built for static environments, Lyo attaches behavioral and business context to data visibility, maps relationships between AI agents and sensitive assets, and identifies overprivileged access in real time. The company's customer base grew 30 percent in the first half of 2024, and management reported being on track to double annual recurring revenue that year.
Relyance has faced organizational turbulence. The company implemented significant workforce reductions on December 2, 2025, cutting headcount from over 150 to around 90 employees. Glassdoor reviews from late 2025 cite lack of communication before layoffs, unclear product positioning as the company pivoted from privacy to security to AI security, and slow deal cycles. The company currently operates with approximately 90 employees as of April 2026.
Who buys this
- Enterprise security and compliance teams managing AI governance and data flows
- Fortune 500 and mid-market SaaS and fintech companies subject to GDPR, CCPA, and emerging regulations
- Organizations building or deploying autonomous AI agents requiring continuous data access monitoring
- Privacy and legal teams automating compliance evidence collection and data subject requests
Publicly disclosed clients
- Coinbase
- Snowflake
- MyFitnessPal
- Plaid
- Grafana
- ClickUp
- Logitech
- Navan
Strengths and what to watch
Strengths
- First mover in autonomous data defense for AI agents; Lyo addresses real security gap in real-time monitoring of machine-speed data access
- Strong enterprise customer base spanning fintech, SaaS, and high-growth sectors with 30% customer growth in H1 2024
- Well-funded Series B from Microsoft's corporate venture arm signals credibility; $62M total capital provides runway for product development and market expansion
Watch for
- Significant workforce reduction on Dec 2, 2025, cutting headcount ~40%; Glassdoor reviews cite poor communication, unclear product strategy, and slow deal cycles
- Product positioning drift from privacy to DSPM to AI security has created market messaging challenges and potential customer confusion
- Competitive intensity: OneTrust, Ethyca, BigID, and Palo Alto's Prisma Cloud all compete in overlapping privacy, DSPM, and AI governance spaces
Recent moves
Key Information
- Industry
- Privacy & Security
- Founded
- 2020
- Headquarters
- San Mateo
Frequently Asked Questions
What does Relyance AI do?
Relyance is an AI-native platform that maps how sensitive data and AI agents interact across enterprise code, cloud, and applications. It provides real-time data inventory, automated compliance monitoring, and risk tracking for organizations subject to GDPR, CCPA, and emerging data protection regulations.
How does Relyance track sensitive data flows?
Relyance maps how personal and sensitive data flows through code, applications, cloud infrastructure, AI systems, and third-party vendors. It tracks data interactions in real time, automates compliance evidence collection, and monitors AI agent access to sensitive assets across enterprise environments.
What is Relyance Lyo?
Lyo is Relyance's autonomous data defense engineer, launched in March 2026. It continuously monitors how AI agents interact with enterprise data, maps relationships between agents and sensitive assets, identifies overprivileged access in real time, and provides behavioral context to data visibility.
How does Relyance help with AI governance?
Relyance monitors how AI agents interact with sensitive data in real time, identifying overprivileged access and compliance risks. It provides enterprises building autonomous AI systems with continuous visibility into machine-speed data flows, behavioral context for access decisions, and evidence for regulatory compliance in dynamic AI environments.
Which companies use Relyance?
Relyance serves Fortune 500 and mid-market SaaS and fintech companies managing data governance and compliance. Notable customers include Coinbase, Snowflake, MyFitnessPal, Plaid, Grafana, ClickUp, Logitech, and Navan. The platform showed 30 percent customer growth in the first half of 2024.
How much funding has Relyance raised?
Relyance has raised approximately $62 million in total funding: $5 million seed round, $25 million Series A in 2021, and $32 million Series B in October 2024. The Series B was led by Thomvest with participation from Microsoft's corporate venture arm M12.
How Relyance compares
Direct head-to-head against 3 competitors. Picked by 7wData.
Relyance
- Positioning
- AI-native platform that maps how sensitive data and AI agents interact across enterprise code, cloud, and applications, with automated compliance and risk monitoring.
- Customer segments
- Enterprise security and compliance teams managing AI governance and data flows
- Strengths
- First mover in autonomous data defense for AI agents; Lyo addresses real security gap in real-time monitoring of machine-speed data access
- Watch for
- Significant workforce reduction on Dec 2, 2025, cutting headcount ~40%; Glassdoor reviews cite poor communication, unclear product strategy, and slow deal cycles
- Recent moves
- Relyance AI launches Lyo, an autonomous data defense engineer for AI-era enterprises
BigID
- Positioning
- Enterprise DSPM and AI security platform; Forrester Wave Leader (Q2 2026) for sensitive data discovery across multicloud environments.
- Customer segments
- Enterprise security and compliance teams in finance, healthcare, and regulated industries managing large multicloud data estates.
- Strengths
- Named Forrester Leader in sensitive data discovery (Q2 2026); extended data access governance to AI agents in March 2026.
- Watch for
- Raised $245M at $1.25B valuation in 2021; no IPO or exit path by 2026 creates investor pressure that may affect roadmap.
- Recent moves
- March 2026: launched Agentic Access Governance and DLP Prism at RSA Conference, extending coverage to AI agent data access.
OneTrust
- Positioning
- Privacy, data governance, and AI governance platform; IDC Leader with partnerships across Microsoft, Adobe, and Snowflake.
- Customer segments
- Enterprise and mid-market privacy, legal, and compliance teams in regulated industries globally; data protection officers and GRC buyers.
- Strengths
- Consent management and privacy compliance automation across 50-plus frameworks; IDC named Leader with strong total cost of ownership in 2025.
- Watch for
- Founder Kabir Barday stepped back February 2026; new CEO John Heyman has no data or privacy background, creating execution risk during transition.
- Recent moves
- February 9, 2026: appointed John Heyman as CEO; founder Kabir Barday moved to board advisory role amid platform repositioning.
Securiti
- Positioning
- DSPM, PrivacyOps, and AI data security platform; acquired by Veeam for $1.725B in December 2025.
- Customer segments
- Enterprise security and privacy teams in Fortune 500 companies across financial services, healthcare, and technology sectors.
- Strengths
- Unified platform covering DSPM, PrivacyOps, and AI trust; ranked top on Frost Radar 2025 Innovation Index for data security.
- Watch for
- Veeam acquisition (December 2025) introduces integration uncertainty; customers cite roadmap visibility risk and potential product focus shift toward backup use cases.
- Recent moves
- December 11, 2025: Veeam completed $1.725B acquisition; CEO Rehan Jalil became Veeam President of Security and AI.
Sources
- www.relyance.ai — Company mission, product portfolio (Lyo, Data Journeys), customer base (Coinbase, Grafana, ClickUp, etc.), and platform positioning
- techcrunch.com — Series B funding details ($32M), lead investor Thomvest, participating investors M12/Microsoft, customer base (Coinbase, Snowflake, MyFitnessPal, Plaid), founders (Abhi Sharma, Leila Golchehreh), and revenue growth targets
- www.helpnetsecurity.com — Lyo launch date (March 24, 2026), capabilities (autonomous monitoring, AI agent tracking, identity mapping), customer base (Coinbase, Notion, Canva, ClickUp, Bolt, Yelp)
- www.interviewpal.com — December 2, 2025 workforce reduction and employee impact
- www.glassdoor.com — Employee experience, workplace culture feedback, product strategy concerns, and compensation ratings post-layoffs
- techcrunch.com — Series A funding ($25M), seed round ($5M), founding year (2020), original investors (Menlo Ventures, Unusual Ventures), and initial product focus (code-level compliance)