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SailPoint: AI-Driven Identity Governance with Xalient's Martina

Sailpoint
05/07/2026
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TL;DR

  • Xalient built Martina, an AI-driven monitoring platform that uses SailPoint Atlas APIs to detect, predict, and remediate identity governance issues before they impact operations
  • The platform operates across observe-resolve-remediate levels, providing contextualized alerts that explain downstream impacts rather than isolated errors, with support for ISC and NIRM workflows
  • Xalient's managed services leverage Martina alongside complementary Atlas-based solutions for identity data orchestration, ServiceNow integration, and ITSM-like functionality within ISC
  • The roadmap includes autonomous agentic resolution for low-risk issues and human-approved fixes for higher-risk scenarios, plus expanded governance for non-human identities created by AI proliferation
  • Deployments have achieved measurable improvements in mean time to detection, response, and remediation, with one implementation supporting over one million identities

Martina: AI-Powered Identity Monitoring and Response

Xalient's Martina platform represents an evolution of AI-driven monitoring originally developed for network security and now adapted for identity governance. Built on SailPoint's Atlas APIs, Martina consumes identity data, account information, source connections, and system events to detect anomalies and predict issues before they impact operations. The platform operates across three levels: observe (identifying issues like failed aggregations or disconnected sources), resolve (triaging and coordinating responses through ITSM tools like ServiceNow), and remediate (autonomous or human-approved fixes). Martina supports all baseline ISC functionality plus NIRM workflows, providing contextualized alerts that explain downstream impacts rather than just reporting isolated errors.

Managed Services Enhanced by Predictive Intelligence

Xalient leverages Martina to deliver differentiated managed services for SailPoint customers, including a deployment supporting over one million identities with NIRM. The platform's machine learning capabilities enable it to establish baselines for what a healthy implementation looks like and detect deviations that could signal problems. Beyond monitoring, Xalient has built complementary solutions using Atlas workflows and APIs, including identity data orchestration (publishing identity changes to enterprise service buses), ServiceNow integration for emergency terminations, and interactive forms that replicate ITSM functionality within ISC for organizations without external ticketing systems. This holistic approach delivers measurable improvements in mean time to detection, response, and remediation.

Roadmap: Autonomous Agents and Non-Human Identity Governance

Xalient's development roadmap focuses on expanding Martina's autonomous capabilities through agentic AI. For low-risk issues with established playbooks, agents will resolve problems without human intervention and simply notify customers post-resolution. For higher-risk scenarios, agents will gather context, propose fixes with supporting evidence, and route to human approval. The team is also addressing the governance challenges created by AI proliferation, particularly non-human identity management for AI agents and service accounts. As implementations mature, Xalient envisions a future where most operational issues are resolved autonomously overnight, with customers receiving morning summaries of problems detected, diagnosed, and fixed while they slept.

Chapters

0:00 - Introduction and Partner Recognition
0:56 - What is Martina?
1:55 - Atlas APIs and Platform Integration
3:25 - Observe, Resolve, Remediate Framework
6:07 - Real-Time Monitoring and LLM Capabilities
8:51 - Customer Deployment Examples
11:00 - Operational Improvements and Outcomes
11:42 - AI Trends and Non-Human Identity
13:01 - Future Roadmap and Agentic AI

Key Quotes

1:05 "Martina is an AI-driven tool that we've created. It was actually born as part of our network security part of the business, focused on monitoring network security for across our clients, being able to detect, being able to predict, and even been able to actually fix certain scenarios before they become real issues."
2:38 "SailPoint has the platform covered from the operational capability of the platform, but really, Martina, what it does is that once it's implemented the solution, what a good solution looks like for the customer, what pieces of the solution need to work, and when some of these pieces is not working as expected, what could be the possible impact to the solution for the customer."
4:06 "With enough data and with the machine learning that we have in the platform, we should be able to predict some of these issues before they even hit the overall solution the customer has."
7:52 "When there is a low risk issue, there is something that we already have seen in the past that we have a playbook for it. The agent itself could, you know, just respond to the issue and support the autonomous resolution of the problem."
10:25 "The Atlas platform is becoming so powerful right now with flexibility and customization that we're using the capabilities provided in interactive forms and workflow to be able to give the same, almost the same solution to our customers, right, all within the ISE framework."
14:26 "There is really information coming out to the customer of, yeah, there was an issue, but you didn't even notice it, right? An issue in the middle of the night, right? That happened that could impact your provisioning, but the agent is smart enough to say, well, this is more likely a password issue."
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  • Identity & Access
  • AI & Machine Learning
  • Technical Deep Dive
  • Best Practices
  • AI-driven identity monitoring
  • SailPoint Atlas platform extensibility
  • Identity Governance as a Service
  • IGAaaS
  • Predictive analytics for identity security
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