Letter from the CEO’s desk | December 2025.

Enterprise-Grade AI

Built for Impact

Enterprise-ready AI engines designed to integrate seamlessly and deliver value faster.

Designed to Fit Your Workflow, Not Replace It

An AI platform where every AI solution runs on your company’s shared knowledge.

Layer 1

Business Layer

Engines are AI-powered applications built on AI Studio that solve one specific business problem for one specific group of users.

  • Purpose-built UIs and workflows for business users
  • Backend plugins that leverage AI Studio capabilities
  • Where customers spend time and realize value

Layer 2

AI Hub

AI Hub is the AI fabric that powers every AI capability across our engines from LLM workflows to single and multi-agent systems and ensures they run reliably in production.

  • Unified environment for models, LLM workflows, and single- & multi-agent systems (via Google ADK) 
  • Production-grade deployment across SaaS, customer cloud, or on-prem
  • Agent tracing, logging, and real-time evaluation (Q1)

Layer 3

Data Hub

Data Hub is the data fabric that makes customer data usable by AI - securely connecting, understanding, and transforming data into AI-ready structures.

  • Secure connections to hundreds of customer data sources
  • Data profiling, understanding, mapping to an engine 
  • Mapping & Transforming data, enable customers to validate, route data to Engine backend 

Layer 4

Governance Layer

The Governance layer ensures AI Studio and its engines meet enterprise expectations forsecurity, reliability, and operational visibility.

  • Authentication, SSO, user management, and RBAC
  • Centralized monitoring of platform and application health
  • Production visibility using Prometheus and Grafana

Layer 1

Business Layer

Engines are AI-powered applications built on AI Studio that solve one specific business problem for one specific group of users.

  • Purpose-built UIs and workflows for business users
  • Backend plugins that leverage AI Studio capabilities
  • Where customers spend time and realize value

Layer 2

AI Hub

AI Hub is the AI fabric that powers every AI capability across our engines from LLM workflows to single and multi-agent systems and ensures they run reliably in production.

  • Unified environment for models, LLM workflows, and single- & multi-agent systems (via Google ADK) 
  • Production-grade deployment across SaaS, customer cloud, or on-prem
  • Agent tracing, logging, and real-time evaluation (Q1)

Layer 3

Data Hub

Data Hub is the data fabric that makes customer data usable by AI - securely connecting, understanding, and transforming data into AI-ready structures.

  • Secure connections to hundreds of customer data sources
  • Data profiling, understanding, mapping to an engine 
  • Mapping & Transforming data, enable customers to validate, route data to Engine backend 

Layer 4

Governance Layer

The Governance layer ensures AI Studio and its engines meet enterprise expectations forsecurity, reliability, and operational visibility.

  • Authentication, SSO, user management, and RBAC
  • Centralized monitoring of platform and application health
  • Production visibility using Prometheus and Grafana

AI-powered, industry-specific solutions designed to solve real business challenges and drive measurable progress.

Building a secure, integrated intelligence foundation across your cloud and hybrid environments

Data Platforms

Maximize the return on your existing investments in cloud data lakes and warehouses. The relationship between your AI processes, data, and infrastructure is made simpler by comprehensive integrations and seamless data connections, which also guarantee compliance with your governance requirements.

Data platform
Generative AI

Use API integrations to give your GenAI efforts flexibility and self-governing tools. Manage the choice of LLM, data security, and budget while maintaining vendor freedom. With Streamlit, you can easily prototype bespoke apps or seamlessly integrate generative AI into existing systems.

Generative AI
APIs and Services

Integrate data sources, make use of different LLMs, and incorporate generative and predictive AI applications into business processes all with ease—all without having to rewrite, repackage, or combine current AI assets. This simplified method minimizes the complexity of coding and restructuring while guaranteeing a smooth integration of AI solutions.

APIs and Services
BI Tools Integrations

BI tools integrate with data warehouses, databases, ERP and CRM systems, cloud storage, APIs, Excel, and collaboration tools. These connections enhance analytics, supporting informed decision-making across diverse data sources.

BI Tools Integrations
Seamless Deployment

Customize the deployment of AI Studio to suit your specific requirements, whether it's on your premises, in a private cloud, or on a dedicated managed cloud. Tailor the AI Studio configuration to align with your unique needs and system specifications.

Seamless Deployment

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