SIGMA AI Framework

Take AI from pilot to production with control built in

Technologies
Modern building structure

Antire accelerator

Build on a structured foundation

SIGMA brings model selection, infrastructure, governance and validation into one framework for developing, integrating and operating AI solutions. Adapt it to your technology stack and business requirements, with the flexibility to evolve as your needs change.

Get started

Five principles for production AI

A working pilot is only the beginning. SIGMA brings five connected principles together to help AI work reliably in your organization, as usage grows, technology changes and requirements evolve.
Scalable efficiency01
Use the right model for the right job. Route tasks to different models based on complexity, performance and cost. Track usage by model, function or user group to optimize the balance between value and cost as AI use grows.
Independence02
Keep control of where your AI runs. Define where data is stored and processed, and when external models can be used. Adapt those choices as policies, regulations and technology change, without rebuilding the entire solution.
Guarded security03
Decide what is trusted before it reaches production. Evaluate models and new versions against your organization’s rules before deployment. Define approval criteria and assign clear ownership, so changes follow your requirements and named people are accountable.
Modularity04
Change one component without rebuilding everything. Separate interfaces, integrations, retrieval, business rules, model access and infrastructure. Replace or improve individual parts as needs evolve, reducing dependency on any single model, vendor or platform.
Accuracy05

Check what goes in and what comes out. Validate questions against business rules and evaluate answers against defined criteria before they reach users. Keep these checks running after launch to help detect changes in accuracy and relevance over time.

Start the conversation

Ready to move an AI pilot into production? Let’s discuss your use case and the controls it needs.

Antire accelerator

Built for your business


Start faster
Use SIGMA’s framework as a starting point for production AI. Adapt its principles to your technology stack, governance requirements and operating environment.

Reduce risk
Address cost, data location, model approval and answer quality from the start, with controls that continue throughout the life of the service.

Keep ownership and flexibility
Retain control of your data, business rules and infrastructure choices. Evolve the solution as technology and requirements change.

Scale consistently
Apply the same connected principles across new use cases and teams, creating a consistent approach to developing, integrating and operating AI.