Dviz Technologies
Dviz Technologies provides Sorgi, an AI operating system for regulated industries that orchestrates deterministic rules, tool steps, and AI steps into auditable workflows. Deployed inside the customer's own cloud, Sorgi connects read-only to existing systems and supports 10+ model providers, 2,000+ LLMs, and 10,000+ MCP tools. The platform enables energy and finance enterprises to move from prototype to production without rebuilding, with human checkpoints and full audit trails.
- Artificial Intelligence
- AI Agents
- Data & Analytics
- Enterprise Software
- Regulatory & Compliance Technology
- Financial Technology
- Software Only
- Developer Tools
Funding
Founders
Founder details are not available yet.
Product
Problem
Regulated organizations across energy and finance are short of AI in production, not AI pilots. Pilots stall due to four recurring reasons—none of which is the model itself—including the gap between prototype environments and production deployment, where rebuilds consume budgets and kill initiatives. These companies also face a shortage of experienced personnel while being buried in work that is mostly lookup and re-keying, where a wrong answer is not an option.
Solution
Dviz Technologies offers Sorgi, an AI operating system that orchestrates deterministic rules, deterministic tool steps, and AI steps in a single workflow, ensuring outputs are predictable, explainable, and auditable. Sorgi is deployed inside the customer's own cloud, connecting to existing systems read-only in place, without moving a single record. The same environment is used from discovery and prototyping through production and scale, so the prototype users approve is the system that ships. Human checkpoints pause workflows for expert review at critical decisions, with every step logged and fully auditable.
Target Audience
Primary customers are regulated enterprises in energy and utilities (electric, gas, water, transmission, distribution operators) and financial services (banks, lenders, insurers, trade finance) that require auditable, safety-critical automation with deterministic output.
Features
- Hybrid orchestration combining rule and validation steps, deterministic tool steps, and AI steps in one workflow with human checkpoints and a full audit trail
- Deployed in the customer's own cloud (AWS, Azure, or GCP) with data never leaving the controlled environment
- Support for 10+ model providers and 2,000+ frontier LLM models, plus 10,000+ integrated MCP tools
- Hard guardrails including custom keyword filtering and data leak prevention that block restricted data (PII, account numbers) from ever reaching a model prompt
- Four-stage delivery model (Discovery, Prototype, Produce, Scale) on the same platform, eliminating rebuilds between pilot and production
- Industry-specific workflows for energy and utilities (e.g., digital twin voice assistants, automated power flow analysis) and finance (e.g., trade finance document checks, regulatory compliance monitoring)