From the team

Writing

Intent HQ publishes only when it has something worth adding: a sharper view of the market, a deeper explanation of the technology, or a clearer argument about the consequences of how intelligence is built and used.

Edge AI

Essays

How Deep Signal Turns Noise Into Intelligence

Raw customer data is messy, stale, fragmented across sources that were never designed to be unified. Deep Signal treats data quality, freshness, privacy, and coherence as first-class engineering requirements.

4 min read

Training Models Without Seeing the Data: Intent HQ’s Privacy-Preserving Pipeline

Models trained on real individual behavioural data, at production scale, without any personally identifiable information ever being processed, transmitted, or seen.

5 min read

What Telco-Grade Scale Actually Means

320 million active profiles. 250 billion events per day. 25 terabytes ingested every 24 hours. These are not aspirational benchmarks. They are operational realities.

3 min read

The Agentic Layer: When Intelligence Becomes Action

Marketing Agents close the gap between intelligence and activation. Not by making humans faster, but by removing them from the latency-sensitive decision loop entirely.

3 min read

The Single Pane: What Happens When Intelligence Has Nowhere to Hide

A unified operating layer that connects the full intelligence stack into a single interface where every operational task can be completed without switching context.

3 min read

Recent

The Age of Intent: What Happens When Brands Can Finally Tell the Difference Between Interest and Readiness

Marketing has always tried to infer readiness without being able to see it directly. This piece explores what changes when real-time behavioural signals make the difference between interest and readiness newly visible.

9 min read

The Exploitation Economy: How the Internet Monetised Attention at the Cost of Trust

The internet was supposed to be free. That was the promise. Free search. Free email. Free social networking. The currency was attention, and the implicit contract was simple: you use the product, we show you ads. But the bargain changed.

9 min read

The Homogenisation Risk: How AI Could Make Humanity Less Human

AI personalisation promises relevance, but at scale it can also narrow taste, reduce serendipity, and push billions toward identical behavioural patterns. The popular becomes more popular. The different becomes invisible.

8 min read

The Banking Paradox: More Digital. Less Human. And Why That’s Costing Banks Growth.

For decades, banks have been told a simple story to grow and be more profitable:

Explores: Click here to continue the conversation at Fintech America

5 min. Read

Sovereign AI Is Not a Moral Position. It Is a Competitive One

By Jonathan Lakin – CEO, Intent HQ

5 min. Read

See what this thinking built.

The essays describe the philosophy. The product is where it becomes intelligence that organisations can act on.

See the product

Writing

The Intelligence That Lives on the Device

Behavioural Exhaust: What 250 Billion Events Tell You About Human Intent

From Noise to Meaning: How Intent AI Reads the Shape of a Decision

The Twin That Protects You: Privacy by Mathematical Design

How Deep Signal Turns Noise Into Intelligence

Training Models Without Seeing the Data: Intent HQ’s Privacy-Preserving Pipeline

What Telco-Grade Scale Actually Means

The Agentic Layer: When Intelligence Becomes Action

The Single Pane: What Happens When Intelligence Has Nowhere to Hide

The Age of Intent: What Happens When Brands Can Finally Tell the Difference Between Interest and Readiness

The Exploitation Economy: How the Internet Monetised Attention at the Cost of Trust

The Homogenisation Risk: How AI Could Make Humanity Less Human

The Banking Paradox: More Digital. Less Human. And Why That’s Costing Banks Growth.

Sovereign AI Is Not a Moral Position. It Is a Competitive One