APJ Solutions presents SwitchAI

Why are your customers switching?

SwitchAI helps businesses uncover the patterns behind customer feedback, reviews, and complaints, so you can identify experience gaps, prioritise what to fix, and make better decisions before customers switch.

CHOOSE A CUSTOMER VOICE

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Customer voice selected

Google Maps Review

Actionable insights from Google Maps Review

What customers say about each location

See location-specific service patterns and reputation risks in public reviews.

Signal analysed

Location experience

Repeated mentions of wait time, staff and service quality

Branch-level risk

Locations and customer groups showing weaker sentiment

Local reputation

Review patterns connected to visits, churn and revenue risk

Improve each branch

Focus teams on the locations and moments needing action

Select a customer voice above to explore the signals.

See how it works

local_grocery_store

Customer voice selected

Lazada

Actionable insights from Lazada

What marketplace customers say after purchase

Connect product, delivery and service feedback to repeat purchase risk.

Signal analysed

Purchase experience

Product quality, fulfilment and delivery themes

Buyer segments at risk

New customers and repeat buyers showing dissatisfaction

Sales impact

Ratings and review themes affecting conversion and repeat orders

Fix the buying journey

Prioritise product, delivery and support improvements

Explore SwitchAI See how it works

Secure. Private. Your data is always protected.

chat

Customer voice selected

Surveys

Actionable insights from Surveys

Where expectations are not being met

Turn structured responses into clear priorities across the customer journey.

Signal analysed

Expectation gaps

Communication and billing falling below customer expectations

New customer friction

Early journey issues affecting new and premium customers

Customer effort

Survey responses revealing avoidable effort and churn drivers

Redesign the journey

Prioritise stages with the lowest confidence and satisfaction

Explore SwitchAI See how it works

Secure. Private. Your data is always protected.

group

Customer voice selected

Support Tickets

Actionable insights from Support Tickets

Why customers need help repeatedly

Surface contact drivers, response bottlenecks and opportunities to reduce effort.

Signal analysed

Contact drivers

Response time and communication creating repeated tickets

Repeat contact

New customers returning for help with the same issue

Cost to serve

High-volume tickets increasing effort and operational cost

Improve first response

Prioritise clearer answers and faster resolution paths

Explore SwitchAI See how it works

Secure. Private. Your data is always protected.

local_grocery_store

Customer voice selected

Facebook Groups

Actionable insights from Facebook Groups

What customer communities discuss together

Find emerging concerns and shared needs in peer-to-peer conversations.

Signal analysed

Community themes

Repeated discussions about communication and service quality

Influential segments

Member groups shaping wider customer perception

Conversation impact

Shared concerns influencing trust, effort and retention

Engage the community

Address visible issues and rebuild confidence with clear action

Explore SwitchAI See how it works

Secure. Private. Your data is always protected.

AI-powered

Human-validated

Actionable insights

Secure and private

The problem and the insight

Too much feedback. Clear patterns.

Customer feedback comes from many places but the real reasons are often hidden in the noise.

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Customer voices

Too much feedback. Too little insight.

Reviews, surveys, complaints, chats, emails and support tickets each hold part of the story.

Reviews

Surveys

Complaints

Chats

Emails

Actionable insights

Clear patterns. Better decisions.

SwitchAI brings the signals together so teams can focus on what matters most.

Identify recurring issues
Understand what matters most
Prioritise actions that drive impact
Reduce churn and protect revenue

How Switch AI works

From customer voices to business impact.

Select each step to see how customer feedback moves from context to practical action.

SwitchAI workspace

Customer signal analysis

Live

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Step 01

Understand

We learn about your business, customers and the questions you need answered.

SwitchAI workspace

Customer signal analysis

Live

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Step 02

Analyse

SwitchAI analyses customer data to uncover patterns, friction points and signals.

SwitchAI workspace

Customer signal analysis

Live

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Step 03

Prioritise

We identify what's happening, how often, who it affects and the potential business impact.

SwitchAI workspace

Customer signal analysis

Live

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Step 04

Act

You receive practical insights and recommendations that drive meaningful improvement.

Who we help

Designed for industries where experience drives revenue.

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Hospitality & F&B

Improve guest experience, online reviews and repeat visits.

Healthcare

Identify experience gaps across the patient journey.

Membership & Loyalty

Increase member engagement, retention and lifetime value.

Multi-location Businesses

Discover patterns across branches, locations and customer segments.

Case Studies

See how customer signals become business outcomes.

Top signals

AI SIGNAL ANALYSIS

Breakfast & F&B

28%

Room cleanliness

21%

Staff service

18%

Hospitality

How SwitchAI helped a leading hotel group improve guest experience

Leading hotel group · 50+ properties across Southeast Asia

Challenge

Guest feedback scattered across five review platforms, with no clear view of what to fix first.

SwitchAI

Grouped the issues, scored sentiment, benchmarked competitors and ranked what to fix first.

25,000+

guest reviews analysed

80%

faster insight generation

Top signals

AI SIGNAL ANALYSIS

Slow service

36%

Food quality

28%

Portion size

17%

Food & Beverage

How a restaurant chain discovered why customers don’t return

Multi-branch restaurant chain

Challenge

Different branches with different problems, and no visibility for HQ into why.

SwitchAI

Grouped complaints, compared branch against branch and surfaced the fixes with the most upside.

60%

faster insight generation

key issues prioritised

The SwitchAI impact

One clear signal. Five business outcomes.

From customer voices to business impact.

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Reduce customer churn

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Improve customer experience

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Protect and grow revenue

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Make data-driven decisions

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Empower teams with clear priorities

Explore your customer signals

What are your customers trying to tell you?

Start a conversation with APJ Solutions and explore how Switch AI can uncover the patterns behind your customer experience data.

Talk to APJ Solutions

Customer voices into patterns, insights and actions.