Symbl AI
Symbl.ai is a conversational AI platform company headquartered in Seattle, Washington, founded in 2018.
Profile
Symbl.ai provides a developer platform to build real-time AI agents and analytics that understand and act on human conversations from voice, video, and chat.
Symbl.ai is a conversational AI platform company headquartered in Seattle, Washington, founded in 2018. As of early 2026, the company operates as a subsidiary of Invoca, following an acquisition completed in May 2025. The company employs approximately 60 people.
Symbl.ai provides a developer platform for building real-time AI agents, analytics, and experiences from voice, video, and chat conversations. Its product suite includes a specialized large language model called Nebula, a multi-agent framework, and out-of-the-box solutions for tasks like live sentiment analysis, call scoring, compliance alerts, and voice-based Q&A. The company targets enterprise use cases across customer support, sales, internal meetings, and media analysis.
Symbl.ai was originally venture-backed, participating in accelerator programs and raising a Series A round in October 2021. The company's acquisition by Invoca, a conversation intelligence platform for revenue teams, was completed on May 28, 2025. Financial details of the acquisition were not publicly disclosed.
In the fiscal third quarter ending February 28, 2026, Invoca's parent company, Applied Digital Corporation (Nasdaq: APLD), reported total revenues of $126.6 million, up 139% year-over-year, though the company also reported a net loss of $100.9 million. Adjusted revenue, which excludes the Cloud Services Business (including Invoca/Symbl.ai), was $108.6 million, with adjusted net income of $33.2 million. Symbl.ai's current strategic position is as an operating subsidiary within Applied Digital's broader AI infrastructure and software portfolio, providing conversation intelligence capabilities to complement Applied Digital's data center and colocation services for AI workloads.
Who buys this
- Enterprise product teams building live AI experiences (e.g., voice bots, live assist) into their applications
- Revenue teams (sales, customer success) needing real-time churn signals and opportunity detection
- Customer support and service organizations requiring call scoring, sentiment analysis, and compliance monitoring
- Data teams analyzing conversation metadata alongside other business data for patterns and predictions
Strengths and what to watch
Strengths
- Purpose-built LLM (Nebula) and models for real-time conversation understanding, differentiating from general-purpose AI platforms
- Multi-agent architecture enabling deployment of interconnected, autonomous AI agents for complex communication workflows
- Acquisition by Invoca and integration into Applied Digital provides access to a larger enterprise customer base and financial resources
Watch for
- As a subsidiary of Invoca/Applied Digital, Symbl.ai's strategic direction and investment are subject to parent company priorities and financial performance
- Applied Digital reported a net loss of $100.9 million in Q3 FY2026, indicating ongoing profitability challenges at the corporate level
- The conversational AI market is crowded with competitors including Gong, Chorus (ZoomInfo), and other real-time analytics platforms; differentiation and market share growth remain unproven
Recent moves
Key Information
- Industry
- Speech
- Founded
- 2018
- Headquarters
- Seattle, Washington
Frequently Asked Questions
What is Symbl AI and what does it do?
Symbl AI is a conversational AI platform based in Seattle, founded in 2018. It provides a developer platform for building real-time AI agents and analytics that understand and act on human conversations from voice, video, and chat.
Who owns Symbl AI now?
Symbl AI is a subsidiary of Invoca, which was acquired by Applied Digital Corporation in May 2025. Applied Digital, listed on Nasdaq as APLD, operates Symbl AI as part of its AI infrastructure and software portfolio.
What is the Nebula LLM from Symbl AI?
Nebula is Symbl AI's purpose-built large language model designed for real-time conversation understanding. It differentiates from general-purpose AI platforms by focusing on live voice, video, and chat interactions for enterprise use cases.
How does Symbl AI's multi-agent framework work?
Symbl AI's multi-agent architecture enables deployment of interconnected, autonomous AI agents for complex communication workflows. These agents can handle tasks like live sentiment analysis, call scoring, and compliance alerts in real time.
What are the main use cases for Symbl AI?
Symbl AI targets enterprise use cases in customer support, sales, internal meetings, and media analysis. It helps revenue teams detect churn signals, support teams monitor compliance, and data teams analyze conversation patterns.
What is the financial status of Symbl AI's parent company Applied Digital?
In fiscal Q3 2026, Applied Digital reported total revenues of $126.6 million, up 139% year-over-year, but also a net loss of $100.9 million. Adjusted revenue was $108.6 million with adjusted net income of $33.2 million.
Sources
- symbl.ai — Company description, product offerings (Nebula LLM, AI agents, real-time analytics), target customer segments
- pitchbook.com — Acquisition by Invoca on 2025-05-28, headcount of 60, VC-backed history, Series A round in October 2021, former name Rammer.ai
- ir.applieddigital.com — Applied Digital Q3 FY2026 financial results: revenue $126.6M, net loss $100.9M, adjusted revenue $108.6M, adjusted net income $33.2M
- techcrunch.com — Context on AI funding landscape in 2026; Symbl.ai is not listed among companies raising $100M+ rounds in 2026