Beta warning

⚠️ Beta / Active Development - Not for Production Use

This product is in Alpha and is NOT intended for production deployments.

  • Subject to breaking changes without notice
  • Not covered by service level agreements
  • May contain bugs, errors, or security vulnerabilities
  • Features may be modified or removed
  • Provided "AS IS" without warranties

For production use, select Generally Available (GA) products only.

All Solutions

DDIP

Alpha

Deterministic Development Intelligence Platform

Unifies 22 deterministic analyzers and fixers, quantum optimization, and governed remediation workflows. Supports air-gapped, enterprise managed, and SaaS deployment models with Merkle-anchored audit artifacts and fleet-wide OpenTelemetry instrumentation. Policy-backed developer experience with audit-grade traceability across desktop, CLI, and web surfaces.

22

Deterministic Engines

AST-enhanced

Quantum Suites

3

Deployment Models

Versioned

Policy Enforcement

Immutable

Audit Evidence

Fleet-wide

Telemetry

Stack Capabilities

What DDIP delivers

22 deterministic analyzers and fixers across code, models, quantum circuits, and workflows

Quantum-aware optimization with governed remediation pipelines and circuit normalization

Policy-backed developer experience with audit-grade traceability and versioned enforcement

Kernel-pure quantum workflows: validation, optimization, governed remediation, circuit synthesis

Circuit normalization across OpenQASM 2/3, XIR, Qiskit, Cirq, Braket, Quil, Q#

CI/CD connectors for GitHub, GitLab, Jenkins, Azure DevOps, CircleCI, Travis CI

Merkle-anchored audit artifacts with immutable evidence trails

Fleet-wide OpenTelemetry instrumentation with real-time policy enforcement

Interfaces & Modules

Integration surfaces

Analyzer SDK
Governance workspace
CI/CD agents
Quantum optimizer API

Deployment

Where it runs

Desktop, CLI, and web workspace with air-gapped, enterprise managed, or SaaS models

Managed SaaS
Private / VPC
Air-Gapped

Total Addressable Market (Yr.2030)

$90B

Third-Party Services & Dependencies

CUI Labs solutions integrate with and depend on third-party services including blockchain networks, cloud infrastructure providers, cryptographic libraries, identity providers, and certificate authorities.

CUI Labs is not responsible for:

  • Availability, performance, or security of third-party services
  • Changes to third-party APIs, protocols, or standards
  • Third-party service outages, breaches, or failures
  • Costs associated with third-party services
  • Compliance of third-party services with applicable laws

Performance metrics and capabilities may be affected by third-party service limitations. Customers are responsible for evaluating and accepting risks associated with third-party dependencies.

FAQ

Common questions about DDIP

What types of code does DDIP analyze?

DDIP analyzes code, models, quantum circuits, and workflows across 22 deterministic analyzers. It supports quantum circuit normalization across OpenQASM 2/3, XIR, Qiskit, Cirq, Braket, Quil, and Q#. CI/CD connectors available for GitHub, GitLab, Jenkins, Azure DevOps, CircleCI, and Travis CI.

How does DDIP ensure audit compliance?

DDIP provides Merkle-anchored audit artifacts with immutable evidence trails, fleet-wide OpenTelemetry instrumentation, and policy-backed enforcement. Every analysis, fix, and remediation is traceable with cryptographic proof, meeting audit-grade requirements for regulated industries.

Interested in DDIP?

Discuss deployment options, technical evaluations, and structured pilots with the CUI Labs engineering team.