Symbal builds AI systems that turn an organization’s first‑party data into a live digital map of its processes, enabling modular agents and automations that operate on real‑world workflows. It offers custom evals, benchmarks, and multimodal datasets for domains such as finance, healthcare, and robotics, helping enterprises improve efficiency and decision‑making with data‑driven AI solutions.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises often have large volumes of first‑party, unstructured data and manual processes that are difficult to translate into reliable, automated workflows. Without an accurate digital representation of these processes, AI solutions rely on assumptions, leading to inefficiencies, compliance risks, and limited ROI.
Solution
Symbal partners with large organizations to convert their proprietary data into live digital maps of actual business processes. Using a modular AI engine, the platform transforms unstructured information and manual steps into executable workflows that can be run by AI agents or automation tools. The resulting automations reflect real‑world operations, delivering measurable efficiency gains, cost reductions, and compliance with standards such as HIPAA, SOC 2 Type II, and GDPR. Symbal also provides benchmark datasets, evaluation tools, and enterprise‑grade red‑team testing to ensure the reliability and safety of deployed agents. The solution integrates with existing enterprise stacks, enabling rapid deployment of AI‑driven agents across domains like finance, healthcare, legal, and robotics.
Target Audience
Primary customers are large enterprises in regulated sectors—such as finance, healthcare, legal, and robotics—that need to automate complex, data‑intensive processes while maintaining compliance and operational fidelity.
Features
- Modular AI system that ingests unstructured data and manual procedures to generate executable workflow definitions
- Live digital process maps that mirror real‑world operations for accurate AI agent behavior
- Built‑in compliance controls (HIPAA, SOC 2 Type II, GDPR) and enterprise‑grade red‑team testing for safe deployment
- Multimodal capabilities including text, image, video, audio, and robotics data handling
- Benchmarking and evaluation suite with private evals for domains such as finance, medical, legal, and MLE
- Integration layer designed to fit into existing enterprise technology stacks