> For the complete documentation index, see [llms.txt](https://docs.glik.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.glik.ai/templates/policy-automation.md).

# Policy Automation

Transform rule-based decisions into scalable AI agents that reduce costs, enforce compliance, and accelerate approvals.

GLIK’s Policy Automation capabilities allow enterprises to codify decision logic from existing documents — such as expense policies, procurement rules, and compliance guidelines — into autonomous agents. These agents apply policy in real time, handle exceptions via LLM fallback, and escalate when ambiguity arises.

<figure><img src="https://3916444914-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FDBilw3zq3DIWtwBIyxN9%2Fuploads%2Fsl6rurrS2t6yXPnIYtL0%2Fimage.png?alt=media&amp;token=10749ee9-6685-42af-8f2d-3e7344374ba6" alt=""><figcaption><p>End-to-End Orchestration in GLIK: A GLIK agent that integrates with SAP/Oracle APIs to retrieve, interpret, and apply enterprise expense policies.</p></figcaption></figure>

* Fetches an expense policy from an external enterprise system
* Uses fallback logic for default policies if retrieval fails
* Applies the policy to uploaded receipts (PDFs/images)
* Returns real-time responses to users with high reliability and low latency

<details>

<summary>📣 Try GLIK </summary>

Explore and deploy your first app at [app.glik.ai](https://app.glik.ai)

</details>

By transforming policies into workflows, organizations reduce decision latency, enforce rules consistently, and save on labor costs — all while maintaining a transparent, traceable audit trail.

### Enterprise Benefits

<table data-view="cards"><thead><tr><th></th><th></th></tr></thead><tbody><tr><td>💸 <strong>Cost Savings</strong></td><td>Reduce time and labor required for manual policy review, especially in finance, HR, and compliance workflows.</td></tr><tr><td>🔍 <strong>Policy Enforcement</strong></td><td>Eliminate human error by ensuring all rules are enforced uniformly across teams and departments.</td></tr><tr><td>⚖️ <strong>Compliance Readiness</strong></td><td>Maintain auditability with traceable agent actions, memory snapshots, and escalation logs.</td></tr><tr><td>🚀 <strong>Scalable Decisions</strong></td><td>Handle high volumes of decisions (e.g. invoices, approvals) without increasing headcount.</td></tr><tr><td>🧠 <strong>Explainability</strong></td><td>Agents explain why decisions were made — citing policy clauses and thresholds with human-like summaries.</td></tr></tbody></table>

### Use Case Categories

* **Finance**: Expense reports, reimbursement approvals, budget threshold checks
* **Procurement**: Purchase requests, vendor validation, cost limit enforcement
* **HR & Operations**: Travel approvals, policy acknowledgment workflows
* **Compliance**: Sanction list checks, policy enforcement logs, exception routing

***

### GLIK Agent Capabilities

GLIK agents can:

* Extract structured data from PDFs or images (OCR-ready)
* Compare extracted values against a memory-stored or uploaded policy book
* Make decisions using threshold rules (e.g. "under $100", "vendor not blacklisted")
* Escalate to a human or LLM reasoning block when unclear
* Log the entire decision path for audit or QA review

<details>

<summary>🛒 GLIK Marketplace (Coming June 2025)</summary>

> **The fastest way to deploy enterprise solutions.**

The [**GLIK Marketplace**](/marketplace/overview.md) is launching in **June 2025** as the central destination for discovering, deploying, and customizing prebuilt AI agent templates. It will allow users to:

* 🔍 **Browse production-ready templates** across industries and workflows
* ⚙️ **Deploy instantly into** [**GLIK Studio**](/glik-cloud/getting-started/glik-cloud-vs.-glik-studio.md) with minimal setup
* 🧠 **Explore** [**logic**](/system-architecture/blocks-and-nodes/logic-blocks.md)**,** [**memory**](/system-architecture/memory-and-variable-scope/memory-slot-injection.md)**, and orchestration patterns** by example
* 🤝 Empowers **partners and service providers** to publish white-labeled templates
* 💼 **Access solutions for real enterprise scenarios**, including SAP integration, expense automation, compliance agents, and more

</details>

### Economic ROI Snapshot

| **Area**             | **Before GLIK**             | **After GLIK Agent Automation** |
| -------------------- | --------------------------- | ------------------------------- |
| Expense Review Time  | 3–5 minutes per report      | <30 seconds per report          |
| Manual Reviewer Cost | $25–$60/hr (Finance/HR)     | Near-zero per case              |
| Error Rate           | Inconsistent (policy drift) | Consistent rule enforcement     |
| Escalation Handling  | Unstructured emails         | Logged, traceable routing       |
| Audit Readiness      | Manual export, inconsistent | Auto-generated logs per case    |

### Real-World Outcomes

> A mid-size organization processing around **3,000 expense reports per month** can save up to **$8,000–$9,000 monthly** by automating first-pass reviews using an AI agent app trained on the company's own expense policy.
>
> These savings are driven by a **70% reduction in manual review effort**, faster turnaround, and the elimination of up to **95% of preventable policy violations** — especially those related to missing documentation, amount thresholds, or disallowed expense types (e.g., alcohol).
>
> By codifying policies into reusable agent workflows, organizations unlock scalable enforcement while significantly reducing operational costs.

<details>

<summary>📊 Supporting Industry Benchmarks</summary>

* **Manual Processing Costs**: According to the Global Business Travel Association (GBTA), the average cost to process a single expense report manually is **$58**, and correcting errors adds another **$52** per report. ([Fyle](https://www.fylehq.com/blog/expense-management-software-roi?utm_source=chatgpt.com))
* **Error Rates**: Approximately **19%** of expense reports contain errors, leading to significant additional costs and time spent on corrections. ([NetSuite](https://www.netsuite.com/portal/resource/articles/financial-management/expense-management-automation.shtml?utm_source=chatgpt.com))
* **Time Savings**: Companies have reported **58% reductions** in hours spent on expense management by implementing AI-powered automation. ([Yokoy](https://yokoy.io/case-studies/case-study-buhler-spend-management/?utm_source=chatgpt.com))
* **Return on Investment (ROI)**: Businesses processing **500 expense reports monthly** have saved over **100 hours of labor**, translating to thousands in cost savings. ([Fyle](https://www.fylehq.com/blog/the-roi-of-expense-management-and-cash-management-automation?utm_source=chatgpt.com))

</details>