Flagship product · Sorgi
One environment, from the first prototype to the whole enterprise.
Sorgi is Dviz's AI operating system. It activates the intelligence already inside your data without moving a single record, and it is where everything we build, from data pipelines and rule checks to agents, is discovered, prototyped, shipped and run.
Why it matters
The prototype you approve is the system that ships.
- 01
Discover
Connect to your systems read-only, in place. Map the process against real data, not a sample export.
- 02
Prototype
Stand up the end-state as a working workflow on that same data, in weeks.
- 03
Produce
Add guardrails, approvals and audit. The prototype is promoted, not rebuilt.
- 04
Scale
Reuse rules, tools, agents, connectors and policies across teams as one governed platform.
10+
Model providers
2,000+
Frontier LLM models
10,000+
Integrated MCP tools
100,000+
Agent and routine executions to date
Built around the use case
Deterministic where it must be. Intelligent where it helps.
Data automation
Ingest, transform, reconcile and move data between systems on a schedule or trigger. No AI where none is needed.
Rules & validation
Your business rules, thresholds, standards and regulations, encoded explicitly. Every output passes them before it is released.
Deterministic tools
Calculations, lookups, system updates and simulations run as code, so the same input always gives the same result.
Applied AI
Trained models for classification, forecasting and anomaly detection, where patterns matter more than fixed rules.
Generative AI
Reading documents, diagrams and messages, drafting and explaining. Used where language is the problem, and checked by rules before anything goes out.
Example · Preliminary power flow study
- 01
Read the single-line diagram
Non-deterministic - 02
Build the network case
Deterministic - 03
Run the power flow
Deterministic - 04
Flag limit violations
Deterministic - 05
Engineer approves
Human
One generative step. Everything that decides the answer is deterministic, and a person signs off.
Security
Sorgi is secure by design.
End-to-end encrypted
Data is protected at every stage, in transit and at rest.
Vault
Enterprise-grade secret management. Credentials are never exposed in plaintext.
Bring your own cloud
Deploy Sorgi inside your own AWS, Azure or GCP tenant for sovereign data protection.
OAuth authentication
Token-based access to your systems, granted without sharing passwords.
Oversight
Designed around human judgement.
Human in the loop
Critical decisions require human review. Workflows pause for your expertise.
Absolute control
You set the boundaries. Sorgi executes the routine work; you hold the keys to the outcome.
Transparent execution
Every automated step is visible and auditable, so AI actions stay aligned with human intent.
Workflow · Interconnection screening
- Read request & single-line diagramAI step · done
- Build network caseTool step · done
- Run static power flowTool step · done
- Check voltage and loading limitsRule step · done
- Review violations & approve reportPlanning engineer · waiting
- Send preliminary result to customerTool step · queued
Paused for human review. Every step is logged with inputs and outputs.
Guardrails
Strict guardrails for your most sensitive data.
Custom keyword filtering
Administrators define the phrases, keywords and topics that may never enter a prompt.
Hard guardrails
Enforced at the system level. If a workflow or user tries to send restricted data to a model, the action is blocked.
Data leak prevention
Intellectual property, PII and financial data never leave your controlled environment.
USER / WORKFLOW INPUT
"Summarize exceptions for account 4417-0093-…"
BLOCKED
Account number
ALLOWED TO LLM
"Summarize exceptions for [ACCOUNT]"
Product inside the service
What Sorgi does at every stage.
Stage 1
Design & Prototype
1 to 4 weeks
Discovery workspace
Sorgi is deployed in your cloud from week one. The prototype runs against real data without a single record leaving your environment, so what you approve is what ships.
Stage 2
Build Agents
2 to 6 weeks
Production runtime
The automation runs on Sorgi with rule and validation steps, Vault-managed secrets, OAuth access, hard guardrails and a full audit trail. Nothing is rebuilt to go from prototype to production.
Stage 3
Develop Agentic Workflows
4 to 16 weeks
Workflow orchestration
Sorgi coordinates agents, rule and validation steps, deterministic tool steps and data pipelines across your existing systems through thousands of MCP tools, and pauses for your experts wherever a decision needs a human.
Stage 4
Deploy Agentic Platforms
Multi-year
Enterprise AI operating system
Sorgi becomes the shared platform: bring-your-own-cloud on AWS, Azure or GCP, 10+ model providers, central rules and guardrails, and every step visible and auditable.
Specialized for your industry
Workflows that already speak your industry.
Energy & utilities
Grid resilience, network planning and sustainable resource management.
Digital twin assistants, specification generation, power flow automation and asset knowledge, connected to GIS, network models and engineering standards.
Finance
Operations, documentation and compliance that clear review.
Transaction classification, trade finance document checks and continuous compliance monitoring, with PII and account data kept out of every prompt.
Also from Dviz · SorgiQ
Everything Sorgi runs, SorgiQ tests.
SorgiQ is our one-stop shop for testing agents, agentic workflows and the applications around them: backend, frontend, agent responses and performance, from one test operations center.
- Backend & APIs
- Frontend & UI
- Agent responses
- Performance
See Sorgi on your own data.
We'll connect to one system, in your cloud, and show you a working workflow on a process you choose.