Why OpenAI won't build Neural Voice (and why that's exactly the opportunity)
Explore why large AI models like OpenAI's won't replicate specialised voice AI solutions like Neural Voice, highlighting the unique opportunities for startups.
24 April 2025

Why OpenAI won't build Neural Voice (and why that's exactly the opportunity)
"Why won't OpenAI just build Neural Voice?"
It's a question that comes up almost every time we talk to investors.
And it's a fair one.
At first glance, it feels obvious. OpenAI has the models, the talent, the funding. Why wouldn't they eventually build every AI company's product into their platform?
But here's the thing:
We win by moving faster, going deeper, and caring about the problems the giants won't touch.
There's an image we've been using to explain this, and it's stuck with us.
The Ocean Liner and the Coastal Navigator
Picture a massive ocean liner charting a course across the open sea.
It's enormous, powerful, capable of carrying vast amounts of cargo (like data and general models) between major continents. It follows the established shipping lanes, efficient and predictable.
But the world's coastline is intricate.
- The ocean liner's deep draft prevents it from entering shallow bays and complex harbors.
- It's too slow and cumbersome to navigate tight channels or explore hidden coves.
- It doesn't specialise in delivering specific goods to the smaller, unique ports along the coast.
That's where the agile Coastal Navigator comes in.
Our job as a startup?
- Be the nimble vessel that knows the specific coastlines (the niche customer problems).
- Navigate the shallow waters and tricky inlets the liner can't reach (the complex integrations and operational details).
- Deliver specialised cargo (tailored voice AI solutions) directly to the ports that need it most.
By expertly navigating these coastal routes, understanding the local conditions, and serving the ports the liners bypass...
We don't just survive in the liner's wake.
We build essential local trade routes and become the go-to service for those specific shores.
It's Happened Before: Focus Wins
Think about this: You know who didn't build Shopify?
Google.
Even though they have the tools, the cloud, the marketplace. Why not?
Because obsessing over SMB sellers, specific integrations, inventory quirks, and checkout conversions? That's not their game. That wasn't the open ocean; it was the complex coastline.
That's where Shopify sailed ahead, navigating those specific needs, and kept going.
Neural Voice is doing the same in voice AI.
We're the Coastal Navigator, serving the ports the Ocean Liners bypass.
We're obsessing over the operational details and tricky integrations the giants won't touch.
And that's not just fine. It's the whole opportunity.
History is full of examples:
- Amazon didn't build Etsy
- Apple didn't build WhatsApp
- Microsoft didn't build Figma
- Adobe didn't build Canva
- IBM didn't build AWS
- Google didn't build OpenAI (even after inventing the Transformer!)
The "Last Mile" is Where the Magic Happens
OpenAI isn't going to integrate with every legacy phone system still holding down a contact centre.
They're not going to build infrastructure that works across models and lets you swap in Claude, Gemini, or your own fine-tuned LLM in minutes.
And they're not going to obsess over helping businesses deploy production-ready voice agents without needing an army of engineers.
But we will.
Because that's not a distraction to us.
It is the product.
Real-Time Voice Breaks Differently
The more people experiment with LLMs, the more obvious it becomes: voice is different.
It's not just transcription bolted onto ChatGPT.
It's real-time.
It's fragile.
It breaks in ways you only notice when a customer says, "Hello?" and the bot fumbled the handoff.
That's why we're so focused on the operational layer.
Every glitch is feedback.
Every awkward silence is a roadmap item.
Every "that was weird" moment from a user is something we fix.
It's not glamorous, but it's where great products are built.
We're Building for the Gaps the Giants Leave Behind
Neural Voice isn't trying to be the next foundation model.
We're the layer that makes those models actually useful in a phone call, a customer support queue, or a multilingual sales conversation.
So no — OpenAI won't build Neural Voice.
And that's the opportunity.
They're the steamroller.
We're picking up the gold they miss.
And if we keep at it, we won't be sprinting forever.
We'll be paving our own way.
Want to see what Neural Voice can do for your business? Let's talk.
Keep Reading
- Engineering Insights: Why Infrastructure Is the Secret Weapon of AI Startups
- Meet Our Lead Software Engineer: What It Takes to Build AI Agents
- It's Black Friday! Here's how Neural Voice is helping customers maximise sales today!
- Voice Communication History: Tracing the History from Caveman Speech to AI Interaction with Neural Voice
- Neural Voice – The Future of AI Communication
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