Interactive Demo
Multi-source intake, AI triage, and persona-based workflow management in one demo surface.
The demo simulates webhook, CSV, and native form intake; normalizes inconsistent records into a canonical request model; runs deterministic AI triage; and exposes separate views for triage managers, contributors, and stakeholders.
24
Canonical requests
0
Duplicates caught
3
Low-confidence queue
7
Import runs
Ingestion
Run the intake pipeline
Each source uses different field names and formats. Every submission flows through the same visible pipeline before reaching the canonical request model.
Step 1
Raw Input
Step 2
Validation
Step 3
Mapping
Step 4
Normalization
Step 5
Deduplication
Step 6
Canonical Request
Webhook payload samples
{
"ticket_id": "PM-1842",
"task_name": "Q2 Webinar Invite Copy",
"requester": "Maya Chen <maya.chen@northstar.example>",
"team": "Mktg",
"ask_type": "new content",
"importance": "HIGH",
"created": "2026-03-20",
"due": "03/29/2026",
"notes": "Need webinar invite copy before launch. Legal review requested because partner logos changed.",
"details": "Draft email copy and social snippets for the Q2 integration webinar. Blocking the launch timeline if delayed."
}Import Report
Run summary and row outcomes
The report surfaces imported rows, warnings, failures, and duplicates so the team lead can trust what landed in the system.
18
Rows received
18
Rows imported
6
Rows with warnings
0
Failed or duplicate
Blog post: 5 Tips for Remote Team Collaboration
EMEA Case Study - TechFlow GmbH
Product changelog - February 2025
Translate onboarding emails to Japanese
Social media content calendar - March
Data privacy compliance checklist
Missing email, generated placeholder
Customer health dashboard mockup
Refresh partner program overview page
Unrecognized department "Prod"
Internal newsletter - February edition
Unrecognized department "People Operations"
API reference docs - Authentication section
Executive summary: Q1 content performance
Sales battlecard: CloudBase competitor
Infographic: State of Enterprise Collaboration 2025
Employee spotlight video series scripts
Unrecognized department "HR"
RFP response template refresh
Unrecognized department "Finance"
Webinar invite email + registration page copy
Missing priority, defaulted to Medium
Customer win announcement: Meridian Health
DUPLICATE - Blog post: 5 Tips for Remote Team Collaboration
Role-Based Views
Switch personas
The same canonical data powers three different workflow views: triage manager, individual contributor, and stakeholder dashboard.
Needs review
9
Low confidence
3
Urgent / critical
10
Duplicates
0
Request Detail
Q2 Webinar Invite Copy
Inspect raw source fields, AI output, field provenance, and manual overrides in a single review surface.
AI triage output
Q2 Webinar Invite Copy. Draft email copy and social snippets for the Q2 integration webinar. Blocking the launch timeline if delayed.
Department: Compliance
Type: Webinar Copy
Priority: Critical
Rationale: Detected compliance and legal review terms. References webinar copy or promotion. Urgency and blocker language indicates a critical request.
Before vs after normalization
Department
Marketing
Marketing · Mapped
Request type
Blog Post
Blog Post · Mapped
Priority
High
High · Mapped
maya.chen@northstar.example
Owner Jordan Lee
Team lead controls
Audit trail
webhook intake created req-001
System · Mar 27, 2026
Queue
Canonical intake queue
Every request preserves source data, normalized values, AI output, and final workflow state.
History
Import runs
Run history gives operators a quick sanity check on what entered the system and how clean it was.
Rows received: 18
Imported: 18
Warnings: 6
Duplicates: 0
Rows received: 1
Imported: 1
Warnings: 1
Duplicates: 0
Rows received: 1
Imported: 1
Warnings: 0
Duplicates: 0
Rows received: 1
Imported: 1
Warnings: 0
Duplicates: 0
Rows received: 1
Imported: 1
Warnings: 1
Duplicates: 0
Rows received: 1
Imported: 1
Warnings: 1
Duplicates: 0