Capabilities
What we do — Core Capabilities
The disciplines behind trusted intelligence
Four deep, connected capabilities— engineering intelligent data for AI across structured and unstructured sources, and keeping it trusted in production.
AI Engineering
LLM application & agent development
Retrieval & grounding on the Knowledge Layer
Prompt, evaluation & guardrail engineering
Model selection & platform integration
Data Engineering
Building the modern data foundation — lakehouse platforms, pipelines, and transformations that make all enterprise data AIready.
Lakehouse architecture & build
Batch & streaming data pipelines
Data transformation & modeling
Structured & unstructured data preparation
Data Governance
Making intelligence trustworthy — the definitions, quality, lineage, and policies that let the enterprise rely on its data and its AI.
Business glossary, ontologies & metadata management
Data quality & lineage
Access, privacy & policy management
Responsible AI & compliance frameworks
AI Ops
Keeping data and AI reliable in production — monitoring, optimizing, and operating the platforms, pipelines, and models the business depends on.
MLOps & LLMOps — deployment, monitoring, evaluation
DataOps — pipeline reliability & observability
Cost & performance optimization
Managed operations & continuous improvement
HOW IT ALL CONNECTS
Intelligence at the core. Full command of everything around it.
Our pivot is intelligence — but we engineer end to end. From the deepest layers of the data estate to the newest generation of AI agents, one team takes accountability for it all.
THE DATA ESTATE
Lakehouse platforms
design & build
Pipelines & integration
batch & streaming
Transformation & modeling
business-ready data
Unstructured content
documents, email, knowledge
Governance & quality
trust by design
OUR PIVOT
Enterprise Intelligence Layer
Ontologies · Knowledge Graph
· Semantic Layer
AI AGENTS & APPLICATIONS
Transformation & modeling
business-ready data
AI assistants
grounded in your knowledge
Analytics & decisions
trusted, consistent insight
Document intelligence
content that answers back
Intelligent automation
AI-driven workflows
Whatever your data estate looks like. Wherever your agents run. One partner, end to end.