Multi-Agent Workflows

New

Build multi-agent research workflows, run them with context-aware intelligence, publish them as marketplace templates, and manage everything from a unified dashboard.

Overview#

Multi-Agent Workflows let you orchestrate specialized AI agents into multi-step pipelines that tackle complex research and analysis tasks. Define stages, assign agents, attach context sources, schedule recurring runs, and publish your workflows as marketplace templates — all from a single unified dashboard.

Agent Orchestration

Coordinate multiple AI agents working in sequence or parallel across stages.

Context Attachment

Connect knowledge bases, trend scans, feeds, verified claims, and files.

Scheduling

Set up cron-based recurring automated runs for any workflow.

Template Marketplace

Publish, browse, and purchase workflow templates from other creators.

Pipeline Agents

11 pre-configured verification pipeline agents plus 4 industry writers.

Analytics

Track run history, success rates, cost per run, and token usage.

Getting Started#

Navigate to your workflow dashboard from the sidebar to manage both Research Wizard workflows and Multi-Agent orchestrator workflows in one place.

Open Workflows

Click Workflows in the left sidebar under the Create section.

Choose a Tab

Select the Research Workflows or Agent Workflows tab at the top.

Manage Your Workflows

Each card shows name, stage count, execution count, and action buttons for Run, Edit, Publish, Schedule, Context, and Delete.

Unified Dashboard

Both workflow types are managed from the same page. Research workflows follow the 11-step verification pipeline automatically, while Agent workflows let you customize which agents run at each stage.

Creating Agent Workflows#

Build a multi-step workflow where specialized AI agents process tasks in sequence or parallel.

Click New Workflow

From the Workflows page, click the New Workflow button.

Configure Name & Description

Enter a descriptive name and explain what the workflow does.

Add Pipeline Agents

The Pipeline Agents section shows all 11 verification pipeline agents with color-coded badges. Click one to add it to your first stage.

Build Stages

Click Add Stage to create multiple stages. Each stage can have multiple agents running sequentially or in parallel.

Assign Agents

For each stage, select agents from the dropdown or click pipeline agents from the picker section.

Save Workflow

Click Save Workflow. If editing an existing workflow, you can also click Save as Template.

Stage Design

Set stages to "Parallel" when agents can work independently, and "Sequential" when each agent needs the previous agent's output. This can dramatically speed up execution for independent tasks.

Context Sources#

Connect your workflows to real data sources so agents have context to work with when they run. Click the link icon on any agent workflow card to open the context panel.

Source Type	What It Provides	Example
Knowledge Bases	Structured document collections	Company wiki, product docs
Trend Scans	Latest trend analysis data	Industry trend monitoring results
Data Feeds	Real-time external data	RSS feeds, API data streams
Verified Claims	Fact-checked report claims	Previously verified research findings
Context Files	Uploaded reference documents	PDFs, spreadsheets, text files

The Context Flow Visualizer at the top of the context panel shows how your data flows through workflow stages. Attached sources are automatically queried when the workflow runs, and the resolved content is injected into every agent's prompt.

Scheduling#

Set up automatic recurring runs so workflows execute on a schedule without manual intervention.

Open Schedule Dialog

Click the clock icon on any workflow card.

Choose a Schedule

Select from presets (Every day at 9 AM, Every Monday at 9 AM) or enter a custom cron expression.

Set Timezone

Select your timezone from the dropdown.

Save

Click Save Schedule to activate. The schedule status appears as a badge on the card.

Publishing Templates#

Package your workflow as a template and share or sell it on the marketplace.

Click Publish

On an agent workflow card, click the share/publish icon to open the Publish Wizard.

Step 1 — Description

Write a marketplace listing description explaining what the workflow does.

Step 2 — Pricing & Tags

Set a price (or leave empty for free) and add searchable tags.

Step 3 — Safety Preview

Review the automatic PII anonymization that strips emails, API keys, phone numbers, and credentials.

Step 4 — Publish

Review the summary and click Publish Template.

Data Safety

Sensitive data (emails, API keys, passwords, bearer tokens) is automatically stripped from the published snapshot. Your original workflow is never modified.

Price	What Happens	Platform Fee
Free ($0)	Anyone can clone instantly	No fee
Paid ($1–$999)	Buyer purchases, then clones	50% of sale price

Template Marketplace#

Discover and use workflow templates created by other users. Navigate to Workflow Templates in the sidebar under the Marketplace section.

Browse & Search

Search by name, filter by price (Free, Under $10, Under $50), and filter by type (Research or Agent).

Template Details

View creator name, purchase count, price, tags, and full description in a detail modal.

Use Templates

Free templates clone instantly. Paid templates require purchase first.

Customize

Cloned workflows appear in your Agent Workflows tab ready to customize and run.

Pipeline Agents#

The platform includes 11 pre-configured AI agents that power the verification pipeline, plus 4 industry-specific writer agents. View them on the Agent Library page under the Verification Pipeline section.

Step	Agent	Role
1	LADDER	Query Decomposition
2	Research Planner	Research Planning
3	ARL	Adaptive Research Loop
4	Domain Review	Domain Expert Review
5	Cross-Domain	Cross-Domain Synthesis
6	Synthesis	Evidence Synthesis
7	Writing	Report Writing
8	Critic	Quality Critique
9	ICC	Internal Consistency Check
10	Verification	Claim Verification
11	Quality	Final Quality Scoring

Four industry writer agents provide domain-specific expertise:

Agent	Domain	Specialties
Healthcare Writer	Medical & Life Sciences	Clinical analysis, medical terminology, evidence grading
Finance Writer	Financial Analysis	Equity research, market analysis, risk assessment
Legal Writer	Regulatory & Compliance	Legal research, IRAC format, compliance checklists
Technology Writer	Technology & Software	Architecture analysis, vendor comparison, market dynamics

Custom Agents

You can create custom agents in the Agent Library and assign them to pipeline steps to override the default system agents for your workflows.

Card Views#

Agent workflows can be viewed in two card styles. Toggle between them using the Standard / Unified switch above the agent workflow grid.

View	Shows	Best For
Standard (default)	Stage count, tags, execution count, all action buttons including context management	Day-to-day management
Unified	Stats rows (execution count, completion rate), output links, type badges	Analytical overview

Workflow Types#

The platform supports two types of workflows, both managed from the unified dashboard:

Feature	Research Workflows	Agent Workflows
Purpose	AI-guided research report generation	Custom multi-agent task pipelines
Creation	Research Wizard (guided 6-step process)	Workflow Builder (stages with agents)
Agents	Uses the 11-step verification pipeline	Custom agent selection per stage
Context	Built into wizard steps	Attachable via Context Panel
Scheduling	Cron-based recurring runs	Cron-based recurring runs
Publishing	Submit for marketplace approval	Publish via 4-step wizard
Analytics	Per-workflow dashboard with trends	Execution count and status

FAQ#

What's the difference between Research and Agent Workflows?

Research Workflows follow the 11-step verification pipeline automatically. Agent Workflows let you choose which agents run at each stage. Both are managed from the same Workflows page.

Is my data safe when publishing?

Yes. The system automatically strips emails, API keys, phone numbers, bearer tokens, and password fields from the template snapshot before publishing. Your original workflow is never modified.

How do context sources work?

Attached sources (knowledge bases, trend scans, feeds, verified claims, files) are automatically queried when the workflow runs. The resolved content is injected into every agent's prompt, giving them real data instead of just base training.

Can I customize pipeline agents?

Yes. Create a custom agent in the Agent Library and assign it to a pipeline step. Your custom agent will override the default system agent for that step.

Troubleshooting#

Issue	Cause	Fix
Schedule button missing on agent workflow cards	Browser cache showing old version	Clear browser cache and refresh the page
Publishing shows "Publish failed" error	Workflow has no stages or API error	Ensure workflow has at least one stage with agents. Check browser console for details.
Context sources show empty list	No sources created yet	Create at least one Knowledge Base, Trend Scan, or other source type first.
Template not appearing in marketplace	Publishing may not have completed	Verify all 4 wizard steps were completed. Reset marketplace filters and try again.
Pipeline agents not showing	Agents not seeded into database	An admin needs to seed pipeline agents via POST /api/admin/seed/pipeline-agents.
Workflow type filter not working	Backend may not support workflowType param	The frontend sends the filter correctly. Contact support if filtering doesn't work.

PreviousWorkflows

NextWebhooks