Outcome-Driven L2
Support Automation

The AI Competency Agent Is a Reasoning-First, Trusted Middle Layer That Acts Like Your Most Skilled L2 Engineer — Diagnosing and Resolving Complex Problems While Ensuring Only Critical Issues Reach Human Agents. Book a Demo Talk to an Expert
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What sets AI Competency Agent Apart

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Dynamic Reasoning Framework

Leverages a dynamic reasoning approach that optimizes performance across varying problem complexities ensuring efficient and context-aware decisions.
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Adaptive Stepwise Resolutions

Handles complex cases with flexible, stepwise troubleshooting that adapts in real time to deliver clear, precise, and effective solutions.
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Self-Learning

Anticipates needs and case urgency to proactively manage incidents while continuously learning from every interaction to enhance future outcomes.
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Consistent Support Quality

Maintains consistent, unbiased resolutions across a broad spectrum of case types and situations—so quality never drifts —ensuring sustained CX.
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Automated Case Resolution

Independently diagnoses, analyzes, and resolves multi-step technical issues using data from tickets, logs, and monitoring systems.
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The Future of Support Engineered Today

01

L1 Handoff Validation

Acts with precision by checking incoming cases for required details, requests missing information, and confirms priority—accelerating reliable resolutions.

02

Smart Swarm Activation

Activates focused swarms—only when human expertise is necessitated, ensuring every case moves forward with clarity and speed.

03

Deep Contextual Intelligence

Uses full case history, past resolutions, and customer profile to craft personalized responses.

04

Telemetry Grounded Decisions

Correlates ticket context with metrics, logs, and traces to produce fact-backed diagnoses and verifiable resolutions.

05

Runs automated RCAs to prevent repeat issues, and facilitates augmented service quality.

06

Actionable Handoffs Insights

Delivers concise handoff packs with history, diagnostics, and proof points—so human agents have full context to progress—when required.

Measurable Support Outcomes & ROI

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Higher Customer Satisfaction

Keeps customers happy with clear updates and fewer repeat issues.
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Smarter Resource Utilization

Eases your teams’ workload, allowing them to tackle high-value cases.
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Efficient Case Handling

Accelerates case resolution, shortening response and turnaround times.
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Scale Support Capacity

Enables greater support throughput with intelligent automation.
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Consistent & Accurate Resolutions

Delivers reliable outcomes on routine tasks with consistent execution.
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Always-On Support

Operates 24/7 without fatigue, facilitating uninterrupted service coverage.

Industry Recognitions

MAJOR PLAYER

in IDC MarketScape for General-Purpose Knowledge Discovery Software, 2025

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STRONG PERFORMER

in The Forrester Wave: Knowledge Management Solutions, Q4 2024

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CHAMPION

in Enterprise Search Emotional Footprint Report, 2025

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LEADER

in G2 Grid® Report for Enterprise Search for 5 Years (2020-2025)

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GOLD MEDALIST

in Enterprise Search Data Quadrant Report: 2024, 2025

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Begin your AI Transformation

Try It Free - No Strings Attached. Explore SearchUnify’s platform capabilities with a risk-free trial-see the value firsthand.

Featured Resources

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Frequently Asked Questions

Still Need Assistance?

In enterprise support, L2 agents bridge self-service and complex resolutions with deep technical expertise, contextual understanding, and precise, action-oriented troubleshooting. Automating L2 workflows necessitates chaining automated steps so problems get diagnosed and fixed without unnecessary human handoffs.

The AI Competency Agent automates customer support L2 workflows by validating L1 handoffs, pulling telemetry, delivering stepwise remediation, and—when needed—mobilizing human swarms. Every action is secure and logged, reducing workload on human agents, and cutting MTTR.

In customer support automation, the SearchUnify AI Support Agent handles self-service and L1 resolutions at the first touchpoint. For deeper, technical cases, the AI Competency Agent steps in—diagnosing, remediating, and coordinating multi-step fixes autonomously. In scenarios where critical issues demand human expertise, it seamlessly hands off verified, context-rich cases to L3 engineers for final resolution.

By preventing handoffs and handling L2 tasks autonomously, the AI Competency Agent meaningfully cuts escalation volume and L2 load. It’s outcome-driven, reasoning backed, approach with a constant tap on user sentiment analysis, offers optimal resolutions amplifying CX, reducing escalations and the eventual load on Human agents.

SearchUnify AI Agents for customer support handle everything from self-service to complex L2 workflows—automating diagnosis, remediation, and escalation—so human experts can focus only on truly critical cases.

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