30-Jun-2026

Platform Ontology — A living, agent-centric map of your whole estate. Every agent, what grounds it, what it remembers, the components it can use, and all your configuration (LLMs, MCP servers, vector & graph store backends, skills, extensions, packs) become navigable nodes — built on read so it's always in sync. Explore the graph or the navigator tree, surface trust insights, and jump straight into the screen that manages any piece. Admins can span any user.

28-Jun-2026

Agent Memory — The agent remembers durable facts and preferences about you across every session — kept per-agent by default or shared globally, recalled automatically into every conversation, and fully inspectable and erasable in a dedicated read/write canvas.

28-Jun-2026

Uderia as an MCP Server — Expose any governed Uderia profile as a tool to external MCP clients (Claude Desktop, Cursor, other agents). Every answer runs the full pipeline — grounding-gated and guardrailed before it leaves — and the tool surface is hard-gated by the access token's tier.

27-Jun-2026

AI Guardrails — Built-in protection on both edges of the conversation: outbound PII redaction and toxicity blocking, plus inbound prompt-injection blocking that stops the attempt before it ever reaches the model. Deterministic, all-engine, fail-safe, governed off by default.

26-Jun-2026

Grounding Gate — Anti-hallucination, enforced. A runtime gate checks every answer against the Knowledge Graph's declared scope and can pass, annotate, or block confident-but-wrong drift — with a published benchmark (0 false negatives, governance drift 6% → 0%).

24-Jun-2026

Ontology — Ingest Databricks Industry Data Models into a two-layer (logical + physical) Knowledge Graph, then deploy the physical model to a real Teradata database (DDL, soft-RI keys, metric views, demo data) — all deterministic.

21-Jun-2026

Agent Observation & Evaluation — See and trust how every agent performs. Each turn and flow run is automatically scored on correctness, cost, and safety, and a health lens tracks quality, regressions, and cost per agent — with optional AI-judge panels for deeper review.

21-Jun-2026

Next Step Recommender — After every answer, get smart, one-tap next steps — relevant follow-up questions and actions (chart it, pin to a dashboard, build a flow) grounded in what your agent can actually do. Token-light by default, and dismissible whenever you want.

10-Jun-2026

Flow Parameters & Visual Debugging — Parameters — global variables, per-flow values, and named node outputs — turn any flow into a reusable template that serves many inputs. And you debug it visually: run a single node, or everything downstream, without re-executing the whole graph, inspecting each node's real input and output as you go.

05-Jun-2026

Sharper Self-Learning — The agent now learns only from turns that genuinely retrieved data, ignoring presentation-only follow-ups (charts, dashboards, reports) so its memory of proven approaches stays accurate and surfaces better suggestions on future queries.

17-May-2026

Dashboard Component — Pin any chart or table from the conversation to a persistent, multi-tile dashboard. Tiles refresh live via direct MCP calls or by re-running the original query, support drag-to-resize and grid reordering, and the panel reopens automatically when switching back to the session.

16-May-2026

Visual Flow Orchestration — Design and execute multi-step agent workflows through natural conversation. The agent builds a live execution graph, runs each node through the full Fusion Optimizer pipeline, and streams per-node status in real time — with support for decision branches, parallel paths, and version snapshots.

14-May-2026

New LLM Providers — MLX for Apple Silicon local inference and xAI for Grok models, expanding provider flexibility from hyperscalers to sovereign on-device execution.

12-May-2026

KG Store Abstraction Layer — Knowledge Graphs are now storage-agnostic. Start with the embedded SQLite backend and scale to Neo4j for enterprise graph workloads — without changing profiles, agent packs, or workflows.

10-May-2026

Infinity Context — RAG-powered conversation memory that never forgets. Every prior exchange is stored in a per-session vector store and retrieved by semantic relevance — giving the agent effectively unlimited context depth without destructive truncation.

09-May-2026

Model Guide — One-click access to the curated Uderia Model Guide (llm.uderia.com) directly from the LLM Configurations panel. Compare providers, recommended models, context windows, and pricing before you configure.

03-May-2026

Native Connector Architecture — The agent now acts across your entire digital workplace. Connect Google, Microsoft 365, and Slack out of the box; extend with any public connector from the registry. Each user authenticates their own accounts — no shared credentials.

02-May-2026

Always-Fresh Knowledge — Knowledge repositories stay current automatically. The agent detects what changed, re-indexes only what's new, and removes what's gone — without manual intervention across any environment.

02-May-2026

SAML 2.0 & JIT Provisioning — Connect to corporate identity providers via SAML 2.0; user roles update automatically at login based on IdP group membership.

01-May-2026

Task Scheduler — Schedule any agent query to run automatically on a cron or interval; manage schedules through conversation or the split-panel UI, with results delivered by email or webhook.

28-Apr-2026

Parallel Query Execution — Multi-step queries run faster: independent plan phases and date-range iterations now execute in parallel instead of sequentially.

16-Apr-2026

Knowledge Graphs in Agent Packs — Export and import Knowledge Graphs as part of agent packs; import restores graphs without displacing existing active graphs.

10-Apr-2026

Genie Coordinator Pass-Through — Single-expert queries skip the synthesis step, cutting coordinator token cost and response time in half.

04-Apr-2026

OpenRouter Support — Access 100+ models (Llama, Mistral, Gemma, and more) via a single API key.

15-Apr-2026

Teradata Hybrid Search — Enable BM25 hybrid search on Teradata VantageCloud knowledge repositories directly from the repository inspector.

10-Mar-2026

Hybrid Search — Choose between semantic, hybrid (RRF), and keyword (BM25) search on Qdrant Cloud knowledge repositories.

08-Mar-2026

Teradata VantageCloud Backend — Store and search knowledge in Teradata VantageCloud with server-side embedding and enterprise-grade connection resilience.

07-Mar-2026

ChromaDB & Qdrant Cloud — Zero-config local knowledge storage (ChromaDB) or managed cloud vector search (Qdrant), selectable per repository.

01-Mar-2026

Context Window Management — Control how much of your conversation history and knowledge the agent sees; configure per profile with live token budget visualization.

29-Feb-2026

Canvas Component — Write and run SQL directly in the chat canvas with syntax highlighting and live result rendering.

27-Feb-2026

Data Visualization — Turn query results into interactive charts (16 types) automatically; the agent picks the right visual for your data.

23-Feb-2026

Extensions — Transform agent responses on the fly: extract JSON, classify, summarize, generate PDFs, or chain custom transformations with a single # trigger.

22-Feb-2026

Skills - Pre-processing prompt injections with 5 built-in skills and visual editor

15-Feb-2026

Dual-Model Cost Breakdown - Live Status displays strategic vs tactical costs for Fusion Optimizer dual-model executions with color-coded visualization

14-Feb-2026

Theme-Aware Token/Cost KPIs - Live Status token and cost displays now adapt to both dark and light themes with consistent visibility

13-Feb-2026

n8n Integration - Visual workflow automation with three production-ready templates (Simple Query, Scheduled Reports, Slack Integration) and comprehensive deployment guides

08-Feb-2026

Agent Packs - Bundle complete agent teams (coordinator, experts, knowledge collections) into portable .agentpack files for one-click install, export, and marketplace sharing

01-Feb-2026

Text to Speech - Voice output now available for all profile classes with Escape-to-cancel and smart text truncation

31-Jan-2026

Document Upload & Multimodal Analysis - Attach documents and images in chat with native multimodal delivery and automatic text extraction fallback across all providers

30-Jan-2026

All Models Available - Access all provider models with ★ recommended highlights

30-Jan-2026

Light Theme - Full light mode support with proper contrast and visibility across all components

25-Jan-2026

Legacy Theme - Fixed color bleeding issues with opaque backgrounds and consistent gray palette

23-Jan-2026

Modern Theme - Enhanced glass-panel effects and refined slate/blue color palette

17-Jan-2026

Genie Profiles - Hierarchical AI Organizations with multi-level autonomous coordination (Parent → Child agents)

16-Jan-2026

Session Primer - Auto-initialize sessions with domain knowledge, transforming generic LLMs into pre-educated specialists

16-Jan-2026

Genie Profile Type (Beta) - Multi-profile coordination with LangChain orchestration

16-Jan-2026

Genie UI Features - Inline progress cards, collapsible child sessions, split view access

09-Jan-2026

Knowledge Focused (RAG) Profile Type - Mandatory knowledge retrieval with anti-hallucination safeguards

11-Jan-2026

Profile Classes - Four Execution Modes (Conversation, Efficiency, Knowledge, Genie)

10-Jan-2026

Export/Import Knowledge Repositories

09-Jan-2026

Export/Import Planner Repositories

02-Jan-2026

OAuth Implementation - Google, Github

02-Jan-2026

Email Validation for Registration

20-Dec-2025

Extended Prompt Management System - Dynamic Workflow Prompts

19-Dec-2025

Extended Prompt Management System - Dynamic Variables

19-Dec-2025

Extended Bootstrapping - Enhanced Bootstraping Parameter Configuration

12-Dec-2025

Enhanced Prompt Encryption/Decryption Process using Database Encryption

12-Dec-2025

Migration from File based Application Configuration to Database Schema

05-Dec-2025

Consumption Profile Enforcement - Rate Limiting and Usage Quotas

07-Dec-2025

Financial Governance - Dashboards and LiteLLM Integration

06-Dec-2025

Planner Constructor: SQL Query - Document Context

05-Dec-2025

Planner Constructor: SQL Query - Database Context

29-Nov-2025

Knowledge Repository Constructor - Document Storage

28-Nov-2025

Knowledge Repository Integration

28-Nov-2025

Multi-User Authentication - JWT tokens, access tokens, user tiers

22-Nov-2025

Profile System - Modular Configuration & Temporary Overrides

21-Nov-2025

Planner Repository Constructors - Modular Plugin System

21-Nov-2025

Modern UI Design

15-Nov-2025

Flowise Integration

15-Nov-2025

Airflow Integration

14-Nov-2025

Self-Improving AI (RAG)

07-Nov-2025

UI Real-Time Monitoring of Rest Requests

31-Oct-2025

Fully configurable Context Management (Turn & Session)

26-Oct-2025

Turn Replay & Reload Plan

25-Oct-2025

Stop Button Added - Ability to immediately Stop Workflows

24-Oct-2025

Robust Multi-Tool Phase Handling

11-Oct-2025

Friendly.AI Integration

10-Oct-2025

Context Aware Rendering of the Collateral Report

20-Sep-2025

Microsoft Azure Integration

19-Sep-2025

REST Interface for Engine Configuration, Execution & Monitoring

12-Sep-2025

Significant Formatting Upgrade (Canonical Baseline Model for LLM Provider Rendering)

05-Sep-2025

Conversation Mode (Google Cloud Credentials required)