Products — AI Data Tool

Build powerful data workflows — through conversation

The Redbird AI Data Tool is your conversational workspace for building, running, and iterating on data workflows. Connect to your SaaS tools and data sources, transform data, run analysis, and write-back to other tools — all in one place, all driven by natural language.

AI Data Tool interface showing chat panel and live workflow builder

One tool for the entire data workflow — from source to output

The AI Data Tool is the central workspace where you build automated data workflows through conversation — describing what you need in plain language while Redbird constructs, executes, and documents each step in a visual editor. Every connection, transformation, analysis, and output becomes a step you can inspect, edit, and rerun.

Conversational builder

Describe each step in natural language and let Redbird handle executing the step and orchestrating with upstream and downstream steps.

Live execution

Run workflow steps in real time as they're built — you see outputs at each step, not just at the end.

Visual + editable

Every step is shown in a UI you can click to inspect, edit manually, or modify through follow-up conversation.

Full auditability

Every action the AI takes is logged, explained, and reviewable — nothing is a black box.

Rerun-ready

Every workflow you build can be rerun on demand or on a schedule, with deterministic, reproducible results.

AI Data Tool UI overview

From blank slate to running data workflow — in minutes

Starting a new data workflow is as simple as describing what you want to accomplish. Redbird's AI builds the structure, selects the right AI agents and tools for each step, and shows you the results as it goes. You guide, review, and refine — AI does the construction work.

  • Start from scratch or from an existing data workflow template for common use cases
  • Preview data and other outputs at any step — see exactly what's flowing through the workflow
  • Iterate freely — add, remove, or reorder steps through conversation without rebuilding

Modify any step without breaking the rest

Workflows change. Data structures evolve, business requirements shift, and stakeholder requests never stop. The AI Data Tool makes it easy to update any part of a data workflow — through conversation, through point-and-click editing, or through direct code edits — without having to tear down and rebuild from scratch.

  • Click any step to open its detail view and edit directly
  • Use conversation to describe the change and Redbird applies it
  • Edit the underlying code for any step if you want fine-grained control
  • Redbird shows you what the downstream effects of your edits are

Build once. Run reliably, forever.

Every data workflow built in the AI Data Tool is designed to be rerun — with fresh data or new inputs — without manual intervention. Redbird's deterministic execution layer ensures reruns produce consistent, predictable results. And when something breaks, self-healing agents fix it automatically.

  • Rerun any data workflow on demand with a single click or trigger
  • Schedule automated reruns on daily, weekly, or monthly cadences
  • Self-healing agents detect and repair broken steps automatically when data or other inputs change
AI Data Tool rerun console and run history panel

Powered by Redbird AI agents — in one workspace

The AI Data Tool brings together AI agents across Connectors, Data Transformation, Analysis & Insights, and Business Actions in a single builder environment. Chain the full end-to-end workflow together using different AI agents within different steps — all in one place.

AI DATA TOOL WORKSPACE
AI Agents
Connectors
Data Prep
Analysis
Business Actions

Build your first data workflow in minutes

No SQL. No Python. No engineering tickets. Just describe what you need and watch Redbird build it.