[Product Update] Introducing AI Playground for Hyper-Contextual Customization

Every organization’s compliance program is unique. It’s shaped by specific frameworks, risk tolerance, infrastructure, and team workflows. Yet most GRC tools still expect teams to adapt to rigid templates or pre-defined automations. This mismatch creates a frustrating reality marked by partial automation, duplicated effort, and ongoing manual oversight.

Sprinto AI changes that dynamic. With Hyper-Contextual Customization powered by the new AI Playground, Sprinto AI lets you design, test, and deploy intelligent compliance agents that understand your business context. These agents intelligently automate the exact tasks that slow down your team, all without requiring a single line of code.

What’s New

Sprinto AI’s new AI Playground introduces a revolutionary approach to automating compliance. Instead of relying on one-size-fits-all automation, you can now build custom AI agents trained on your organization’s data, workflows, and risk posture.

These agents execute complex compliance tasks from evidence verification to vendor analysis with continuity and contextual awareness. With the AI playground, you’re not just automating checklists; you’re creating compliance intelligence that evolves with your business.

How Sprinto AI Playground Works

The Sprinto AI Playground provides a flexible, no-code environment for experimenting with and deploying intelligent compliance agents. The process unfolds in straightforward steps.

• Select a task to automate. Select from categories such as ‘Evidence’, ‘Policy’, ‘Vendors’, or ‘Risk.” The options expand as your needs grow.
• Define the context. The AI agent learns your organization’s frameworks, naming conventions, and data sources. This contextual foundation ensures accuracy specific to your environment.
• Train and test the agent. Observe how it performs on sample data and fine-tune its logic. No engineering support is required. You maintain complete control over the agent’s behavior.
• Deploy and monitor. Once you are satisfied with the performance, deploy the agent across your live GRC setup. Real-time monitoring allows you to track effectiveness and make adjustments as needed.

Examples of Custom Agents

Here are some examples of custom agents that can be created in the AI Playground. All agents operate within Sprinto’s governance framework, ensuring explainability, auditability, and human control at every step:

1. Vendor Document Assessment Agent

Evaluates vendor security documentation to assess overall security posture and provide recommendations.

2. Pentest Executive Summary Agent

Creates a concise, non-technical executive summary from a penetration test report for leadership review.

3. Recurring Vulnerability Pattern Generator Agent

Provides a strategic summary of vulnerabilities and highlights recurring patterns or systemic weaknesses.

Use Cases Across Teams

For Risk and Compliance Teams, build a “Risk Scoring Agent” that analyzes live control data, correlates it with policy requirements, and updates your risk register automatically. This transforms risk management from reactive to proactive.

For Security Teams, use the “Storage Threat Advisor” to continuously evaluate asset configurations and flag potential storage misconfigurations. The agent runs continuously, catching issues in real-time.

For Operations Teams, create an “Evidence Reminder Agent” that automatically notifies asset owners when evidence is about to expire or go stale. This reduces the burden on your team to track manual reminders.

Each of these agents adds autonomy to a layer of your compliance system, enabling teams to work faster and focus on higher-value, strategic tasks rather than repetitive operational work.

Why It Matters

Compliance programs face a significant paradox today. They must scale rapidly while maintaining precision and accuracy. Manual processes or simple automation cannot keep pace with organizational growth and regulatory complexity.

And generic automation presents its own problems. It lacks the nuance to understand your organization’s unique configurations, naming structures, or risk definitions. Sprinto AI Playground solves that gap by training agents on your actual GRC data.

With the Sprinto AI Playground, you can automate with precision by building agents that understand your compliance DNA and requirements. Rather than relying on static, one-dimensional automation, organizations now gain access to intelligent, contextual compliance engineering. Every compliance leader gains the ability to design their own AI system, one that grows smarter with every audit, framework adjustment, and risk scenario.

This is not template automation. It’s intelligent compliance built by you, for your organization.