PolicyPulse AI

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  PolicyPulseAI

PolicyPulse AI

Tagline

An approval-aware enterprise agent that analyzes documents, flags risk, and turns complex content into safe action plans.

Built For Track

Active Agents

Project Description

PolicyPulse AI is a multi-agent enterprise workflow built with Airia that reviews emails, documents, and browser content, identifies risk, extracts obligations and deadlines, drafts action plans, and pauses for human approval when sensitive decisions are involved.

The problem is that enterprise teams receive policy updates, vendor notices, contract clauses, and internal requests across multiple systems, but manual review is slow, inconsistent, and risky. Critical obligations, deadlines, or compliance concerns can easily be missed.

PolicyPulse AI solves this by orchestrating a structured review workflow. It classifies content by risk level, summarizes what matters, highlights required actions, and generates professional business-ready outputs. For high-risk items, it routes the result through a human approval step before final action.

This makes enterprise review faster, more consistent, and safer.

Problem Statement

Enterprise teams waste time manually reviewing documents, messages, and policy changes across disconnected tools. This creates delays, missed obligations, and unnecessary risk when sensitive actions are taken without a clear review path.

Solution Overview

PolicyPulse AI uses Airia to coordinate a multi-step agent workflow that:

analyzes incoming text or document content

classifies risk

extracts obligations, deadlines, and stakeholders

generates an action plan and draft response

requires human approval for high-risk cases

Key Features

Document and message analysis

Risk classification: low, medium, high

Obligation and deadline extraction

Executive summary generation

Draft email or response generation

Human-in-the-loop approval for high-risk outputs

Reusable workflow for compliance, HR, procurement, and operations

Technologies Used

Airia Agent Builder

Airia Browser Extension

Airia Webhook Approval

Airia file and workflow integrations

Optional formatting/logic steps for structured outputs

Airia provides browser extension support, enterprise integrations such as Outlook, SharePoint/OneDrive, website connectors, and a webhook approval capability that fits this workflow well.

Target Users

Compliance teams

HR teams

Procurement

Operations managers

Legal ops

Enterprise department leaders who need faster review with safer approvals

What Makes It Different

Unlike generic chat assistants, PolicyPulse AI is workflow-first. It does not just summarize content. It decides when content is sensitive enough to require human approval before action. That makes it more enterprise-ready and more defensible.

How We Built It

We built PolicyPulse AI in Airia as a multi-step agent workflow. The agent ingests browser content or uploaded text, classifies the material by business risk, extracts the most important obligations and deadlines, generates a structured action plan, and then routes high-risk outputs through an approval gate. The result is a practical enterprise agent that balances automation with control.

Challenges We Ran Into

The biggest challenge was keeping the workflow fast and easy to demo while still showing true enterprise value. We focused on making the output structured and actionable without overcomplicating the architecture. Another challenge was designing clear approval behavior so the agent would not act too aggressively on sensitive inputs.

Accomplishments We’re Proud Of

We created a working enterprise agent concept that is practical, easy to understand, and directly aligned with real business workflows. We are especially proud of the approval-aware design, because it makes the agent more trustworthy for high-risk use cases.

What We Learned

We learned that enterprise AI becomes much more useful when it is tied to workflows, approvals, and decisions rather than just chat. We also learned that the strongest demos are simple, focused, and grounded in one clear business problem.

What’s Next

Next, we would expand PolicyPulse AI into additional surfaces such as Outlook, Teams, and SharePoint, add richer document templates, and support more department-specific workflows such as HR policy review, procurement contract intake, and incident triage.

Built With

• airia