Sanciti AI PSAM– Agentic JIRA Ticket Automation

Production support & maintenance, Ticket analysis & reporting,
Log monitoring analysis & reporting.

What Is PSAM?

The Sanciti AI PSAM is a specialized Agentic AI module within the Sanciti SDLC framework.

It autonomously monitors production environments, analyzes system logs, tracks JIRA tickets, and resolves issues—reducing downtime and boosting operational efficiency

Core Capabilities

Log Monitoring & Root Cause Analysis

Continuously scans system logs, detects anomalies, and identifies root causes using AI-driven pattern recognition 

JIRA Ticket Automation

Creates, updates, and closes JIRA tickets based on real-time system events and developer feedback loops

Self-Healing Workflows

Applies automated fixes or recommends remediation steps for recurring issues, reducing manual intervention

Performance & Uptime Optimization

Tracks KPIs, alerts teams to degradation, and suggests infrastructure or code-level improvements 

Compliance & Audit Readiness

Maintains detailed logs and documentation aligned with OWASP, NIST, HIPAA, and ADA standards

Integration & Deployment

Tool Compatibility

Seamlessly integrates with GitHub, JIRA, Jenkins, Confluence, SharePoint, and CI/CD pipelines 

Deployment Options

Available as SaaS (single-tenant VPC) or on-premise, with customizable agents trained on your codebase and standards 

Industry Adaptability

Supports healthcare, finance, manufacturing, and retail use cases with tailored workflows

Business Impact

3x Faster

Incident Resolution Time

20% Boost

Operational Efficiency

Up to 50%

Manual Effort Reduction

Automated

Compliance Coverage

99.9% SLA Support

Uptime Improvement

Built for the Enterprise

Agentic AI Framework

Autonomous agents that learn, adapt, and execute across production environments 

Governance & Traceability

Human-in-the-loop oversight, audit trails, and explainable AI outputs 

Scalable Architecture

Modular design supports phased rollout and integration with legacy systems

Use Cases

FAQ's

What is Sanciti AI PSAM?

Sanciti AI (PSAM) is a specialized Agentic AI, part of Sanciti SDLC framework, focused on production support and automation. PSAM examines log data from the production environment, builds enhanced system logs, tracks and manages JIRA tickets, and resolves issues in real time. PSAM more or less becomes an intelligent assistant to minimize or alleviate downtime and improve operational efficiency.

How does Sanciti AI PSAM reduce the amount of support required in production?

PSAM can consolidate and automate redundant or time-consuming production tasks. PSAM can continuously watch logs for anomalies and identify root causes utilizing AI-based patterns. By creating JIRA tickets, adding updates to JIRA tickets, closing JIRA tickets, and recommending or even applying fixes for repetitive issues, PSAM is a force multiplier and reduces manual effort and time to incident resolution.

Can Sanciti AI PSAM handle complex or high-volume environments?

Absolutely. In production terms, Sanciti AI PSAM was designed for enterprise level. PSAM can manage operational production environments that are high-volume or enterprise-scale with many applications, services, or components of the infrastructure in place. Its architecture is inherently scalable in order to integrate seamlessly and provide consistent monitoring, rapid issue detection and effective remediation across complex deployments – even with legacy systems.

What kind of monitoring and analysis can I expect PSAM to provide?

PSAM offers log monitoring, root cause analysis and performance monitoring in your production environment. It scans the log for persistent discrepancies, identifies the root causes of recurring issues, tracks the Key Performance Indicator (KPI), and recommends infrastructure or code-level reforms to adapt to the uptime and performance of its system.

How is PSAM different from traditional production support tools?

Traditional tools rely on manual ticketing or analysis while PSAM uses Agentic AI to automate monitoring, ticketing, and self-healing workflows. It learns from past events, adapts to changes in environment, and provides prescriptive insights so you can resolve incidents faster with minimal human involvement and increased operational efficiency.

Who can use Sanciti AI PSAM?

PSAM is designed for the DevOps team, production support engineers, IT managers and even business stakeholders. PSAM makes it simple to monitor system health, investigate anomalies, manage tickets, and review suggested remediations for both technical and non-technical users. You do not need to be a technical expert to understand how to use PSAM!

Can PSAM work with existing toolsets and workflows?

Yes, indeed. PSAM offers logging monitoring, root cause analysis, and performance monitoring across your production environments. It continuously scans logs for anomalous events, identifies root causes of recurring incidents, and monitors Key Performance Indicators (KPIs) of your systems and will recommend infrastructure or changes to your code that enable you to achieve higher uptime and performance levels.

Is PSAM secure and compliant?

Yes. PSAM can be deployed as either a SaaS solution within a secure single-tenant VPC, or it can be deployed on your premises. It adheres to enterprise-grade and large service provider security standards, produces detailed logs compatible with OWASP, NIST, HIPAA, and ADA standards. PSAM will automate the adherence to those standards will allow you to be audit-ready at any time.

Can it scale to enterprise environments?

Yes. PSAM is designed to deliver on enterprise-level workloads, including large applications and infrastructure. PSAM’s modular architecture allows for phased rollouts, existing legacy systems integration, and high-volume incident management as well as being a reliable, continuous, and scalable production support solution.

How do we get started?

Getting started with PSAM is easy. Simply deploy the module into your desired environment, connect to your production systems and your JIRA instance, and start monitoring! With excellent documentation and onboarding assistance, your team will quickly begin to decrease incident resolution time, improve performance and increase operational efficiencies.

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Sanciti AI PSAM

Production support & maintenance,
Ticket analysis & reporting,
Log monitoring analysis & reporting.