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Feb 5, 2026
X min read

From 20% to 60% Deflection: How a Global Fitness Brand Improved AI Support Quality

From 20% to 60% Deflection: How a Global Fitness Brand Improved AI Support Quality

Growth can be a great problem to have

As long as you have the right team.

Get started
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From 20% to 60% Deflection: How a Global Fitness Brand Improved AI Support Quality

From 20% to 60% Deflection: How a Global Fitness Brand Improved AI Support Quality

Case Study
February 5, 2026
X min read
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Case Study
February 5, 2026
X min read

About

Challenge

SupportNinja Services

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Results

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The Full Story

A global fitness and wellness subscription company was ready to accelerate growth with AI. They needed seamless automation for scalable efficiency, without sacrificing CX quality.

As part of their AI rollout, the company deployed a chatbot to handle customer inquiries at scale. However, early automation covered only 20% of tickets, and they saw a steep decline in CX quality, with scores falling to 20-30% on automated interactions.

SupportNinja embedded specialized AI QA agents to bridge the gap between what the bot was doing and what it should be doing. Through continuous quality review, targeted training interventions, and structured feedback loops, we systematically improved AI performance across every major customer use case.

AI-Powered CX Transformation

To deliver sustained growth and make everyday support more efficient, SupportNinja developed a focused AI-driven CX initiative.

Our solutions included:

  • Dedicated AI QA Coverage — Trained each Ninja in product knowledge and AI-specific QA methodology on the conversational bot platform. Within a week, they were actively supporting ticket flagging, identifying response gaps, and retraining the AI model to improve accuracy.

  • Use Case Assessment & Prioritization — Evaluated 21 categorized customer use cases, identifying stability levels, surfacing critical accuracy gaps, and prioritizing interventions based on impact. Selected 10 high-complexity, high-risk cases as the core focus to accelerate performance improvements.

  • Human-in-the-Loop Quality Control — Ninjas reviewed bot responses for accuracy and clarity across chat and email, flagged errors to the appropriate Slack channels, updated knowledge bases, and validated improvements in sandbox before they went live.
    ‍
  • Prompt Engineering — Helped refine prompts and decision paths to reduce ambiguity, redesigned with better content and more accurate responses, and increased successful deflection of low-complexity inquiries.

Delegating repetitive interactions to AI freed up skilled agents to resolve unique, complex issues, while structured feedback and validation ensured accuracy.

Results include:

Arrume
Volume Deflection at Scale

Automated solutions managed 60% of recurring support issues, resulting in substantial savings.


Improved Accuracy

We expanded from two to 13 Ninjas within a short period as the client saw increased QA scores from bot responses. Daily output validation and structured feedback reduced incorrect responses and unnecessary handoffs to human agents, improving overall efficiency.


Faster AI Iteration Cycles

With dedicated testing and annotation support, new AI features and improvements moved to production faster and with greater confidence.


Bot CSAT Improvement

Customer satisfaction with bot interactions improved from 2.5 to 3.6 after SupportNinja implemented structured QA for bot responses.


AI Resolution Rate

The bot now resolves 92% of interactions it handles, significantly reducing unnecessary handoffs to human agents.

AI-Enabled CX Without Compromise

SupportNinja provided the AI Data Enablement Services this global fitness brand needed to achieve cost efficiency without sacrificing CX quality.

If your organization needs a true transformation partner to optimize your operations and unlock efficiency with AI while maintaining a human touch, SupportNinja can help.

Let’s balance automation and human touch to unlock scalable, sustainable growth. Get started.

Growth can be a great problem to have

As long as you have the right team.

Get started
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