Data + AI Summit 2026: Day 2: The 9 Keynote Announcements That Complete the Agentic Platform

Works across any framework

Claude Code, Codex, Cursor, LangChain, LlamaIndex, Omnigent is a harness that wraps on top without requiring changes to the base agent.

Automatic governance from Unity Catalog

Every agent registered in Omnigent inherits Unity Catalog policies, permissions, ACLs, lineage, and auditing with no extra configuration.

• ✗ Data copied into proprietary systems
• ✗ Static, batch-based segmentation
• ✗ Manual activation with rigid pipelines
• ✗ Duplicated governance out of sync

• ✓ Data stays in the lakehouse, zero duplication
• ✓ Dynamic real-time segments
• ✓ Agents that autonomously trigger next-best-action
• ✓ Unified Unity Catalog governance

New Mosaic AI Agent Framework capabilities: multi-agent orchestration, improved tool execution, automatic behavior evaluation.

MLflow updated with native support for agent traces, new model registry functions, and simplified deployment to Model Serving.

Improvements to distributed training, fine-tuning of proprietary LLMs, and access to optimized GPU infrastructure directly from the platform.

Non-human identities

Service principals and autonomous agents with their own identities, granular permissions, and managed lifecycle, treated as first-class actors in the security model.

New compliance certifications

Expanded SOC 2, ISO 27001, HIPAA, and financial industry certifications, with extended coverage for AI agent and model workloads.

Agent action auditing

Immutable log of every action taken by autonomous agents: what tool they invoked, what data they accessed, with what result, with configurable retention.

Network isolation for agents

Network isolation policies applicable at the individual agent level, precise control over which external systems each agent can reach.

Context-aware code generation

Suggests and generates PySpark, SQL, and Python code with understanding of table schemas, existing pipelines, and the current notebook context.

AI-assisted debugging

Identifies root causes of errors in pipelines and notebooks, proposes fixes, and explains the problem in plain language.

Automatic documentation

Generates inline documentation of functions, transformations, and pipelines, keeping the codebase readable without manual effort.

Prompt-driven design

Describe the dashboard you need in natural language: “show me last quarter’s sales by region with a YoY comparison” and the system generates the layout, charts, and queries.

Beautiful by default

New rendering engine that prioritizes readability and visual expressiveness, AI-generated dashboards have presentation-quality design from the very first attempt.

Automatic contextualization

The system uses the Genie Ontology to understand business metrics, it doesn’t generate raw data charts, it generates insights with business context embedded.

Interactivity with Genie

Dashboards have Genie built in, viewers can ask questions directly about the data being shown without leaving the visualization.

Genie access

Genie available in the Free Edition for natural language data queries, democratizing access to conversational analytics.

Basic Agent Bricks

Agent prototyping with the core Agent Bricks capabilities included in the free tier, so any developer can experiment.

Higher limits

More compute, more storage, and more runs included for experimentation projects, lowering the barrier to entry for small teams.

Medallion architecture for security

Bronze: raw logs with full-text search, 365+ day retention at object storage cost. Silver: enriched and normalized data. Gold: OCSF-aligned, ready for analytics and detections.

OCSF, the open standard

All logs normalize to the Open Cybersecurity Schema Framework: a common taxonomy that eliminates manual parsing work and enables immediate cross-source correlation.

Genie for threat hunting

SOC analysts ask in natural language: “is there unusual activity from European IPs in the last 72 hours?”, without needing to write SPL or KQL queries.

Unified governance with business data

Security data flows through Unity Catalog, same permissions, same lineage, same cost control as the rest of the platform. The SOC works with the same infrastructure as data teams.