
Insights
Strategies and lessons from the frontier of product intelligence.
Stay ahead of the curve
Get insights on product intelligence, AI companions, and what's next — straight to your inbox.


Why Connected Appliances Create More Customer Questions and How to Solve Them

The Death of the IVR: Why Businesses Are Moving From "Press1" to AI Voice.
Businesses are moving from traditional IVR systems to AI voice because customers want faster, more natural, and personalized support. Unlike “Press 1, Press 2” menus, AI voice understands natural language, customer intent, context, and multilingual conversations. Discover how AI voice is transforming customer service, improving customer experience, and becoming the next evolution of business communication.

What a Viral AI Misunderstanding Teaches Every Business About Building Trust in AI
Artificial intelligence is becoming more powerful every day, but technology alone isn't enough. A recent AI misunderstanding involving the U.S. Department of Defense highlights an important lesson for every business: customers don't just need intelligent AI—they need AI they can trust. Discover why trust is becoming the most valuable competitive advantage and how Aura – The AI Voice Product Companion helps businesses deliver clear, reliable, and confidence-building customer experiences.

3 Metrics Every CX Leader Should Track in an AI-First Support Model
Average Handle Time is obsolete. The 3 metrics CX leaders need for AI-first support — and how they turn service from a cost centre into a value engine.

How AI Companions Are Turning Customer Support into an Upselling Engine
Support has always been a cost centre. How AI companions turn every product question into a personalised upsell opportunity — without the hard sell.

Your FAQ Page Is Not a Support Strategy
An FAQ page is a content artifact, not a support strategy. Why static self-service fails modern customers — and what intelligent companions do instead.

AI COMPANIONS FOR OEMs
OEMs no longer compete on hardware alone. How AI product companions turn the post-purchase experience into brand loyalty, repeat revenue and higher NPS.

Breaking the Language Barrier in Customer Support with Multilingual AI
Your product ships to 40 markets; your support covers four. How multilingual voice AI closes that gap without hiring a team in every single country.

Why Voice AI Companions Are Replacing IVRs in Consumer Electronics
Your product learned. Your phone menu didn't. Why voice AI companions are replacing IVR trees in consumer electronics support, and what changes next.

Why Every Consumer Electronics Brand Needs an AI Companion — Not Just a Manual
Products got smarter; setup didn't. Why consumer electronics brands need an AI companion, not another manual, to protect the critical first hour.

Why Leading Companies Are Using AI Product Guidance to Scale Customer Support
Support scales by hiring; everything else scales with software. How AI product guidance breaks that pattern and absorbs repetitive how-do-I volume.

Why Talking Is Faster than Typing
Customers never asked for more channels — they asked for less effort. Why voice AI companions are replacing tickets, forms and chat windows in 2026.

What Is an AI Product Companion? A Complete Guide for Modern Brands
A complete guide to AI product companions: what they are, how they differ from chatbots, and why brands use them to cut support costs and lift adoption.

5 Reasons Gen Z Wants Instant Customer Support
54% of Gen Z drop a brand after one bad experience. Five reasons this generation treats slow support as a dealbreaker — and what it takes to keep up.

The Cost of Resistance
In 1995 the debate was the internet. Today it's AI. Why waiting for certainty is the costliest call leadership can make — and what late adopters forfeit.

The Sale Is Not the Win. The Post-Purchase Experience Is Where You’re Losing Customers
Products rarely fail — experiences do. Why the post-purchase gap quietly drives churn in consumer electronics, and how to close it before support does.

The Market Won't Wait for Your AI Strategy
Every quarter spent evaluating AI is a quarter a competitor spends compounding. Why the market moves long before your strategy deck is ever finished.

The Future of Consumer Electronics Is Conversational
Your device already knows what's wrong. It just can't say it. Why conversational AI is the next competitive battleground in consumer electronics.

7 Customer Signals Consumer Electronics Brands Ignore Until It’s Too Late
Churn rarely announces itself. The 7 quiet disengagement signals connected-device brands miss — and how to catch them before the customer is already gone.

How AI Helps Brands Understand Usage Fatigue Before Customers Switch to Competitors
Customers disengage long before they churn. How AI detects usage fatigue early enough for brands to win people back while it still actually matters.

Why Customers Trust Fast Brands More Than Big Brands
Size no longer signals trust — speed does. Why response time has replaced brand legacy as the credibility metric customers now judge you by.

What Your 3-Star Reviews Are Really Saying (And Why AI Reads Them Better Than You Do)
One-star reviews are loud. Three-star reviews are leaving. How AI surfaces the quiet dissatisfaction buried in your most-ignored customer feedback.

Can AI Reduce Your Electricity Bill? The Answer Is More Interesting Than You Think
Households lose hundreds a year to appliances that simply guess. How AI-connected devices cut electricity bills by learning when — and when not — to run.

From Manuals to AI Companions: How AI Is Redefining Product Guidance, Customer Support, and Post-Sale Experience
Time-to-value is where customer relationships go to die. How AI companions replace manuals and ticket queues to shorten it across the post-sale journey.

10 Reasons "Just Looking" Never Becomes "I'll Take It"
Most lost sales aren't about price — they're about confidence. 10 reasons shoppers leave empty-handed, and how to close the certainty gap on the floor.

Why Customer Experience Matters After the Sale
A 5% lift in retention can raise profits 25–95%. Why post-sale experience, not acquisition, is where brands actually win — and how to invest in it.

Customer Loyalty Starts After the Sale
The closed deal is a starting line, not a finish line. Why post-sale experience decides repeat revenue — and how brands quietly lose customers after checkout.

From Manuals to AI Assistants: The Future of Product Guidance
Fewer than 25% of customers ever read the manual. How manufacturers are replacing static documentation with always-on AI guidance people actually use.

You Have Perfected the Product. You Are Losing the Customer.
Manufacturing optimised everything up to the sale and neglected all that follows. Why post-sale service is now a competitive asset, not a cost centre.

Chatbots Aren’t Fixing Customer Support. They’re Exposing Its Weakest Links
73% of customers start with self-service; only 14% resolve anything there. Why chatbots expose the weak links in support instead of actually fixing them.

After-Sales Service: 10 Strategies to Keep Customers Hooked (In the Best Way)
Retaining a customer costs up to 25x less than acquiring a new one. Yet most brands ghost their customers the moment the deal is done. Don't be that brand. Our latest newsletter covers exactly what to do after the sale.

Every Product Deserves a Voice — Aura Is Now Open
Every Product Deserves a Voice — Aura Is Now Open...

The Knowledge Gap: Why High-Tech Equipment is Outpacing the Modern User
The Knowledge Gap: Why High-Tech Equipment is Outpacing the Modern User...

The $40 Billion AI Sinkhole: Why 95% of Enterprises Are Drowning in Their Own AI adoption failure.
The $40 Billion AI Sinkhole: Why 95% of Enterprises Are Drowning in Their Own AI adoption failure....

AI Agents: Bridging the Knowledge Gap Between Equipment and Users
AI Agents: Bridging the Knowledge Gap Between Equipment and Users...

AI Agents: Seeing, Understanding, and Solving Problems at the Speed of Light
AI Agents: Seeing, Understanding, and Solving Problems at the Speed of Light...

The Real Cost of Building AI Projects In-House: A Reality Check for Enterprises
The Real Cost of Building AI Projects In-House: A Reality Check for Enterprises...

America's AI Action Plan: A Roadmap to Global Leadership
America's AI Action Plan: A Roadmap to Global Leadership...

AI Agents: The Operating System of the Modern Enterprise
AI Agents: The Operating System of the Modern Enterprise...

How Multi AI Agent Systems Are Transforming the Future of Manufacturing
How Multi AI Agent Systems Are Transforming the Future of Manufacturing...

Can Millennials and Gen Z Be the Architects of Your AI-First Future?
Can Millennials and Gen Z Be the Architects of Your AI-First Future?...

AI-First: The Mindset Shift That Redefines Everything
AI-First: The Mindset Shift That Redefines Everything...

The Real Cost of troubleshooting Delays: A Quantified Impact
The Real Cost of troubleshooting Delays: A Quantified Impact...

ZippiAi : Your Intelligent AI Engine for Equipment Troubleshooting
ZippiAi : Your Intelligent AI Engine for Equipment Troubleshooting...

The next generation of AI factories and Interoperability
The next generation of AI factories and Interoperability...

Welcome to the Factory of the Future: AI Agents at Work
Welcome to the Factory of the Future: AI Agents at Work...

Meet the Future of Troubleshooting with Voice AI
Meet the Future of Troubleshooting with Voice AI...

Your Factory Speaks Plain English Now: Conversational AI for Manufacturing
Your Factory Speaks Plain English Now: Conversational AI for Manufacturing...

How AI is Supercharging Manufacturing Efficiency
How AI is Supercharging Manufacturing Efficiency...

AI Agents: The New Guardians of Enterprise Knowledge
AI Agents: The New Guardians of Enterprise Knowledge...

Manufacturing is going to look different in the Future
Manufacturing is going to look different in the Future...