


L1 queues are overloaded with repetitive queries, slowing response times and forcing skilled engineers to handle routine support requests.
Agent deflects FAQs, triages incidents, enriches context, and hands off only high-value issues to engineers across email and chat.
Lower ticket deflection, faster MTTR, and improved CSAT without increasing IT headcount.

Fragmented onboarding and offboarding across HR, IT, and security causes delays, access gaps, and audit risk.
Multi-agent orchestration across HRIS, Azure AD, ITSM, and security tools to automate access, devices, and approvals.
Productivity from day one for joiners and same-day, compliant offboarding with fewer manual IT tickets.

Security teams face alert fatigue and growing vulnerability backlogs, increasing operational and regulatory risk.
Agent correlates SIEM and EDR alerts, prioritizes by risk, and triggers approved remediation playbooks automatically.
Faster detection and remediation with clearer, risk-based security reporting for CIOs and CISOs.

IT leaders lack fast, trusted answers on spend drivers, demand patterns, and operational efficiency across siloed systems.
Agent synthesizes ITSM, CMDB, finance, and HR data to generate explanations, forecasts, and recommendations.
Quicker, evidence-based decisions on investments, rationalization, and IT transformation priorities.

Bug bounty submissions are noisy, slow to triage, and disconnected from internal vulnerability workflows.
Agent normalizes, deduplicates, enriches, and routes findings directly into ITSM and security tooling.
Faster response to critical issues and improved researcher trust without additional security headcount.

