Prototyping the future of enterprise cloud and AI
Our innovation practice explores emerging technologies, builds prototypes, and develops reusable frameworks — so our clients benefit from capabilities we've already proven, not promises we're still testing.
Four areas where we innovate
Select an area to explore our R&D focus, current prototypes, and how we bring innovation to clients.
RAG pipelines, AI agents, MLOps, and responsible AI governance.
Our AI innovation practice builds production-ready RAG frameworks, AI agent architectures, and MLOps pipelines. We prototype with the latest models (OpenAI, Anthropic, open-source LLMs), test at scale, and develop governance frameworks before we deliver to clients. Innovation here means moving from AI experiments to production AI platforms.
RAG frameworks
Production-ready RAG pipeline templates with vector DBs, chunking, and evaluation.
AI agents
Multi-agent architectures for enterprise workflows with tool use and guardrails.
Responsible AI
Governance, evaluation, and safety frameworks for production AI deployment.
How our innovation practice evolved
Select a milestone to see how our R&D capabilities have grown over time.
Emerging tech research
Active research in edge computing, sustainable cloud, and quantum-ready security.
We expanded R&D into edge computing, sustainable cloud architectures, and quantum-safe cryptography — preparing frameworks for the next wave of enterprise needs.
- Edge computing
- Sustainable cloud
- Quantum-ready security
- Edge framework
- Green architecture guide
- Quantum-safe roadmap
Future-ready capabilities
What our innovation practice produces
Reusable frameworks, templates, and tooling that benefit every client engagement.
IaC Module Library
200+ modules200+ production-tested Terraform and Bicep modules for rapid landing zone and infrastructure deployment.
CI/CD Pipeline Templates
Ready to useOpinionated CI/CD templates with security scanning, progressive delivery, and policy gates built in.
RAG Pipeline Framework
Production-readyProduction-ready RAG framework with vector DB integration, chunking strategies, and evaluation.
AI Agent Architecture
Multi-agentMulti-agent architecture template with tool use, guardrails, and human-in-the-loop patterns.
IDP Template
BackstageBackstage-based internal developer platform template with plugins, scorecards, and golden paths.
AIOps Toolkit
PredictiveML-powered anomaly detection and alert correlation toolkit for predictive operations.
DORA Metrics Dashboard
DORA trackedDeveloper experience and delivery velocity measurement dashboard for platform teams.
Green Architecture Guide
SustainableSustainable cloud architecture patterns and carbon-aware computing guidance.
Questions about our R&D
Innovation fit
Explore innovation together
- AI & GenAI R&D
- Platform frameworks
- Automation tooling
Leverage our innovation practice
Book an innovation workshop to explore how our R&D in AI, platform engineering, and emerging technologies can accelerate your transformation.