PERSPECTIVES

On conversation, voice, and the future of brands.

13 articles on voice assistants, conversational experience, and the platform to run them over time.

Conversational AI Promised Everything, And Delivered Almost Nothing

Conversation was going to revolutionize commerce. Two years later, most brands have a bot they don't know what to do with.

10 June 2026→

Market Reality#02

The Wrapper Trap: Why Copying ChatGPT Destroys Your Brand

90% of 'brand AI assistants' are wrappers. Fast to deploy, easy to copy — and incapable of building a real relationship.

3 July 2026→

Market Reality#03

Digital Teams and Voice: Between Fascination and Paralysis

Agencies, CTOs, CMOs — all convinced that voice is the future. Yet concrete projects lag. Frameworks are missing.

8 July 2026→

Expertise#04

Multimodal Is a Craft, Not an API

Adding a voice/text toggle doesn't make a multimodal experience. The real question: how does the agent know what the user is looking at?

10 July 2026→

Expertise#05

When to Use Voice, and When to Stay Silent

Voice everywhere, all the time — that's the temptation. But voice occupies mental space. Used poorly, it frustrates more than it helps.

15 July 2026→

Expertise#06

Perceived Latency: The Invisible KPI Killing Voice Experiences

Teams measure conversion rates, not assistant response times. It's a costly mistake.

17 July 2026→

Voice Engineering#07

STT, LLM, TTS: The Full Stack Behind a Voice Assistant

Non-technical teams see an assistant that talks. Technical teams see a three-layer pipeline with dozens of decisions to make.

22 July 2026→

Voice Engineering#08

Realtime vs Separate Pipelines: Choosing the Right Architecture

GPT-4o Realtime creates hype — 200ms latency, fluid conversation. But it costs more and supports less voice customization.

24 July 2026→

Voice Engineering#09

Voice Prompt Engineering: A Discipline of Its Own

Transposing ChatGPT prompts to a voice assistant is the first mistake. No markdown, no bullet points, short sentences.

29 July 2026→

Long-term Governance#10

Why Most AI Projects Stop at V1

POCs multiply — but rarely become living products. The question 'who maintains this?' kills more projects than technology does.

31 July 2026→

Long-term Governance#11

Conversational Versioning: Deploy Without Breaking

Changing one sentence in the production prompt can radically alter the assistant's behavior — with no way to roll back.

5 August 2026→

Long-term Governance#12

Multi-Model: The Strategy to Break Free from OpenAI

Concentrated risk, uncontrolled costs, unilateral pricing changes. AI vendor lock-in is the trap no one sees coming.

7 August 2026→

Intelligence & Data#13

Connecting Your Catalog to an Assistant: Far More Than an API

E-commerce teams think plugging Shopify into an assistant takes a few hours. The reality is much richer — and more interesting.

12 August 2026→

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