Agentic Workflows. The new way of analytics.
Configure your data sources, add AI agents in a topology, and set a goal. Agentic Workflows run on schedule and deliver analyses to your app and inbox when they're ready. So you stop chasing dashboards and get insight when it matters.
What is an Agentic Workflow?
An Agentic Workflow is an analytics pipeline you configure once: you choose where your data lives, which AI agents run in which order, and what "good" or "bad" looks like. After that it runs on your schedule and delivers results to the app and your inbox.
- Connect your data once: files, S3, APIs, or databases.
- AI steps that do the work: cleaning, profiling, analysis, visualization. Configure the ones that you need.
- Set guardrails to stay in control. Max steps and timeouts keep results predictable; you'll always see what each agent did.
- Data flows in a clear order through your agents.
- Run on a schedule, or on demand.
- Every run is saved as an analysis in the app. Add optional email and insights land in your inbox when they're ready.
Full Transparency
See exactly what happened
Every Agentic Workflow run produces a detailed execution trace. See each agent's decisions, routing logic, and outputs.
Trace for Agentic Workflow: Analyse Pipeline
View execution logs and debugging information for this analysis
Branch 1c4e57c6-76f2-45d1-8331-39edd8c31537 step 1: agent=EDA success=True response_len=258 preview={"action": "done", "action_input": {"summary": "The comprehensive data profile has been successfully created and documented. The next analysis agent cā¦
Branch 1c4e57c6-ā¦39edd8c31537 validation: is_valid=True action_type=final_response error=None
Goal-based routing evaluation response: {"next_agent": "Analysis", "reason": "The EDA has been completed successfully, and the next step is to perform the analysis based on the insights gathered."}
Goal-based routing: EDA -> Analysis
Branch 1c4e57c6-ā¦39edd8c31537 routing: should_continue=True next_steps=['Analysis'] final_response=None
Branch 1c4e57c6-ā¦39edd8c31537: Transitioning from EDA to Analysis
Analysis Agent iteration 1
Analysis API response: finish_reason=tool_calls, has_content=False, tool_calls=1
Analysis executing tool: read_blocks args={analysis_id='76f7bd2d-0672-ā¦'}
Full visibility
Every agent step, routing decision, and data handoff is logged and visible in the trace.
Real-time streaming
Watch the trace populate live as agents execute, or review completed runs at any time.
Debug with confidence
Pinpoint exactly where and why a result was produced. No guessing, no black boxes.
Why datalyft
What makes Agentic Workflows unique
Agentic analytics you build once. Insights you get when it matters.
- Agentic, not just automated
- Multiple specialized agents work in a defined topology. You get structured Agentic Workflows, not a single black box.
- Configure once, run on schedule
- Set daily, weekly, monthly, or custom cron; timezone-aware. No need to remember to run the report; insights are generated and delivered automatically.
- Insights delivered to you
- Analysis is always stored; optional email on completion with summary and preview. So "insights come to you" is literally true: inbox and app.
- Transparency and control
- Execution trace, step-by-step view, saved analyses. You can verify how a result was produced. Real data sources: File Upload, S3, API, Database. One place to configure Agentic Workflows, set schedules, and see run history.
In 4 steps to actionable insights
- 1
Connect your data
Connect the sources you already use: files, APIs, or databases.
- 2
Configure your Agentic Workflow
Add agents from templates and connect them in a topology. Set your data sources and goal. No code required.
- 3
Set when it runs
Run now or on a schedule: daily, weekly, monthly, or your own rhythm.
- 4
Get results in the app and your inbox
When the run finishes, the analysis is saved in the app. A summary lands in your inbox when relevant insights are found.
Get access
Join teams who get insights when it matters.
- Always-on analytics that works for you.
- Configured once. Continuous Insights.
Early access
Be among the first to build Agentic Workflows.
Founding Users Benefit
Get access to the private beta, direct input into our roadmap and custom integrations.