Product Announcement: AVA Just Became a Team

More Control. More Speed. More Intelligence.

We’ve reimagined the AVA experience from the ground up—bringing together interface upgrades, system enhancements, and a breakthrough multi-agent architecture. The result? A smarter, faster, more intuitive assistant that thinks like a team and works like one.

1. Greater Control & Transparency

Take command of your operations with enhanced oversight and flexibility.

  • Job Queuing + Cancellation: Monitor and cancel queued jobs before they bottleneck your system.

  • Admin Console Upgrades: See who did what, when, and how—making audits and troubleshooting a breeze.

2. Faster Performance at Scale

Optimized for pressure.

  • Database Indexing Enhancements: Supercharged response times during peak demand. Less lag, more flow.

3. AVA, Reimagined: One Agent. Infinite Context.

AVA is now multi-agent. Which means:

It routes your request. Maintains your session. Handles complexity. And keeps things moving. Whether you’re generating insights from internal data or creating a multi-section document, AVA intelligently delegates tasks to a network of specialized agents—with memory, logic, and modular coordination.

How it works:

  • Main Agent: Routes your input to the right sub-agent (SQL or Document), keeps context, and adapts mid-task if you switch gears.

  • SQL Agent: Already in play—natural language to SQL to insight. Now fully integrated into AVA’s orchestration layer.

  • Document Creator Agent: The real breakthrough. A full-stack doc engine built from modular agents:

    • Template Agent: Loads structure, tags, and tone.

    • Planning Agent: Detects what's done, what's next, and when you’re ready to finalize.

    • Doc Filler Agent: Interviews you like a smart editor—tailoring prompts, nudging for clarity.

    • Writing Agent: Transforms input into polished, formatted output with controls for tone, length, and rewriting.

    • Document Composer: Renders the doc in real-time and produces structured outputs for downstream systems.

4. AVA UI 2.0

Experience meets efficiency:

  • Conversation History – Pick up where you left off.

  • Search Bar – Instantly locate key answers.

  • Voice Transcription – Ask AVA out loud.

  • Split View – Compare scenarios side-by-side.

  • Unified Product View – Optimization + Assistant in one seamless interface.

5. Multi-Agent LangGraph Architecture

Under the hood, AVA runs on LangGraph—a powerful orchestration layer that allows agents to collaborate, route tasks, and adapt intelligently in real time.

Why it matters:

  • More control over processes

  • Faster insights at scale

  • Effortless transitions between data and documents

  • Structured outputs ready for execution and integration

This is AVA’s next era. Not just a smarter assistant - a team of intelligent agents, working on your behalf.

Let’s talk about what it unlocks for you.

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