# Dual CX

> Dual CX is customer experience where either side of a service interaction can be represented by AI. Dual CX is published by Neos Wave (https://neoswave.com) and led by Maria McCann. It is a resource for leaders getting their operation ready for customer AI agents.

## Key concepts

- **Dual CX**: CX has two designers now. The brand designs one side; customers are the other designer, arriving with their own AI, on their own terms.
- **The four modes of service**: every service interaction now sits in one of four interaction modes.
  - Mode 1, Human ↔ Human: the model we know. Declining as a share of all interactions.
  - Mode 2, Human ↔ Brand AI: the model most companies are building. Chatbots, IVR, self-service. Customer still human.
  - Mode 3, Customer AI ↔ Human: the model almost nobody is designing for. The customer's AI calls your contact centre. Already happening.
  - Mode 4, Customer AI ↔ Brand AI: two AI agents negotiate outcomes on behalf of their principals, with no human in the loop. Without shared structure, every interaction is a negotiation from scratch.
  - Most CX investment is in Mode 2. Most CX risk is in Modes 3 and 4, where the customer brings AI to the conversation.
- **The Service Handshake**: an open, vendor-independent standard (CC BY 4.0, SH-1.2, DOI 10.5281/zenodo.23181969) that defines each party's authority and declarations before any AI-involved service interaction: how AI agents identify themselves, declare authority, escalate, and hand off.
- **State of Dual CX**: an audit of 100 UK brands across 17 sectors (DOI 10.5281/zenodo.20475323). None had declared scope, declared authority, or a designed fallback for AI in the conversation.

## Answers

- [What is Dual CX? Customer experience when both sides have AI — Dual CX](https://dualcx.com/answers/what-is-dual-cx): Dual CX is customer experience where either side of a service conversation can be AI. CX has two designers now: the brand, and the customer arriving with their own AI.
- [The four modes of service: how people and AI now meet in customer service — Dual CX](https://dualcx.com/answers/four-modes-of-service): Every service interaction now sits in one of four modes: human to human, customer to brand AI, customer AI to human, and customer AI to brand AI. Most risk is in Modes 3 and 4.
- [What is Mode 4? When a customer's AI talks to a brand's AI — Dual CX](https://dualcx.com/answers/what-is-mode-4): Mode 4 is service between two AI agents, the customer's and the brand's, with no human in the loop. Fast and efficient, but without shared structure every interaction is a negotiation from scratch.
- [What is the Service Handshake? The open standard for AI in service conversations — Dual CX](https://dualcx.com/answers/what-is-the-service-handshake): The Service Handshake is an open, vendor-independent standard. Before an AI-involved service interaction, each party declares six things: goals, options and constraints, data permissions, fallback rules, cost and authority.
- [How to get your contact centre ready for customer AI agents — Dual CX](https://dualcx.com/answers/ready-for-customer-ai-agents): Assume customer AI already reaches you, then design for it: make your AI declare itself, give agents a protocol, check delegated authority, publish your terms and design the hand-off to a person.
- [Are UK brands ready for customer AI agents? State of Dual CX findings — Dual CX](https://dualcx.com/answers/are-uk-brands-ready-for-ai-agents): No. A Q1 2026 audit of 100 UK brands across 17 sectors found none had declared scope or authority for AI agents, 73% had no fallback path, and an AI agent passed 17 verification flows undetected.

## Pages

- [Service Handshake — the open standard for service conversations when AI joins in](https://dualcx.com/service-handshake): Service only works when every party knows who they're dealing with and what each side can agree to. The Service Handshake sets those terms whenever AI is part of a service conversation. SH-1.2, CC BY 4.0, vendor-independent.
- [State of Dual CX — 100 UK brands, 17 sectors, 0% ready](https://dualcx.com/state-of-dual-cx): A field audit of how 100 of the UK's best-known brands behave when a customer's AI agent shows up. None had declared scope, declared authority, or a designed fallback for AI in the conversation.
- [Proof — what we found when we built a customer-side AI](https://neoswave.com/proof/): We built and ran an AI on the customer side of real orders and real problems, into real contact centres. Field-tested findings on agent-to-agent CX and escalation.
- [Mode 4 demo — when a customer's AI meets a brand's AI](https://dualcx.com/mode-4-demo): Watch what happens when a customer's AI agent contacts a brand's AI agent directly and both speak the Service Handshake. Aligned and misaligned paths, with voiceover.
- [Dual CX Diagnostic — eight questions, where does your service break?](https://dualcx.com/diagnostic): A two-minute honest assessment across the four modes of service. Get a scored readiness view for customer AI agents and a recommended starting point.
- [Thinking — field notes from the shift in service](https://dualcx.com/thinking): Essays on service design, AI in customer operations, and what breaks when both sides of the conversation have machines. Written for operators, not conference audiences.
- [Dual CX workshops — register your interest](https://dualcx.com/workshops): Paid workshops and consulting built around the Dual CX framework and the Service Handshake. Small groups, senior rooms, focused on the decisions leaders are deferring.
- [Dual CX library: articles, briefs, essays and audio on customer AI agents](https://dualcx.com/library): Search articles, briefs and essays on customer AI agents, agentic commerce and contact centre readiness, plus Dual CX in your pocket audio and the Your Next Customer Is A Bot live sessions.
- [The Service Handshake: who may agree to what? Pre-webinar brief](https://dualcx.com/service-handshake-brief): Martin Hill-Wilson's brief for customer contact leaders on the Service Handshake: goals, boundaries, permissions and authority when AI agents act for customers.
- [Your next customer is a bot — LinkedIn Live series](https://dualcx.com/series): A LinkedIn Live series with Maria McCann and Martin Hill-Wilson on what changes when both sides of a service interaction can have AI.
- [Answers — Dual CX in plain answers](https://dualcx.com/answers): Plain answers to the questions leaders ask about customer AI agents: what Dual CX is, the four modes of service, Mode 4, the Service Handshake and how to get ready.

## Thinking (essays)

- [The transparency deadline has passed. What Article 50 actually changes for a contact centre. — Dual CX](https://dualcx.com/thinking/eu-ai-act-article-50): Article 50 of the EU AI Act came into force on 2 August 2026. The Commission's final guidelines dropped on 20 July. Here's what changes on the queue, and what a contact centre leader needs on the record now.
- [The Dual CX Shift: When Both Sides Have AI — Dual CX](https://dualcx.com/thinking/dual-cx-shift): Customer-side AI is already in market. An AI voice agent called a real contact centre, passed security, and resolved a complaint. Most companies aren't ready.
- [The Four Roles Your Organisation Actually Plays — Dual CX](https://dualcx.com/thinking/four-roles): Most leaders can recite their values and vision. Almost none can articulate the role their organisation actually plays in employees' lives. A working theory in four parts.
- [Stop Hiring Chatbot Implementation as a Personality Trait — Dual CX](https://dualcx.com/thinking/hiring-for-ai): Rolling out a chatbot isn't leadership. It's procurement. The real value of AI in customer service isn't the interface, it's what you do with the data underneath.
- [The Middle of the Sentence — Dual CX](https://dualcx.com/thinking/redundancy-paralysis): There's a particular kind of paralysis that settles over an industry in the middle of a technological shift. People stop making decisions, not because they don't know what to do, but because every option feels wrong.
- [Agency, Autonomy, and the AI That Speaks for You — Dual CX](https://dualcx.com/thinking/agency-and-autonomy): Most CX leaders are focused on the company's AI. But the real disruption is the customer's AI. When your customer sends their agent to deal with yours, the relationship changes fundamentally.
- [The Outsourcing Model Nobody Wants to Talk About — Dual CX](https://dualcx.com/thinking/outsourcing-volume-trap): Most outsourcers aren't incentivised to fix customer problems. Their business model depends on volume. More contact, more revenue. AI is accelerating the same broken logic.
- [Measuring Movement Without Meaning — Dual CX](https://dualcx.com/thinking/measuring-movement): When things wobble, sales dip, call volumes spike, NPS flattens, the instinct is to act visibly. But without a social contract, the numbers are untethered.
- [CX and Customer Service Are the Same Promise — Dual CX](https://dualcx.com/thinking/omotenashi): In the Japanese tea ceremony, the person who designs the experience is the person who serves. There is no 'CX designs, Service delivers' split. Customers don't experience that split either.
- [Standing Outside the Circle — Dual CX](https://dualcx.com/thinking/standing-outside-the-circle): On going to a CX conference, being called aloof, and realising the difference between disengagement and clarity. What happens when you've been in an industry long enough to see through its cycles.
- [Your AI Is Only as Good as What You Feed It — Dual CX](https://dualcx.com/thinking/the-information-diet): Most companies rush to deploy AI on top of bad data. The conversations your team has with customers are training data. Quality in, quality out.
- [What If Mumsnet Sold Products? — Dual CX](https://dualcx.com/thinking/mumsnet-and-the-social-contract): A thought experiment about trust, social economics, and why most organisations don't fail because of their data, they fail because they never define the deal with their customers.
- [One Engine, Six Deployments — Dual CX](https://dualcx.com/thinking/service-engine): The Neos OS thesis: the same platform engine serves both company services and human services. The difference between deployments is configuration, not architecture. Build the engine once.

## Optional

- [Neos Wave](https://neoswave.com/): the managed customer service company behind Dual CX.
- [Sitemap](https://dualcx.com/sitemap.xml)