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Getting Qubi ready.
Technology · Agent interoperability

Connected agents.
Clear handoffs.

AI agent interoperability lets an agent in one system hand work to an agent in another, so a customer request that crosses teams keeps its context and its owner. The Agent2Agent (A2A) protocol standardises that exchange; MCP connects an agent to tools and data. A useful integration also needs identity, clear ownership and a result someone can verify.

Map your agent handoffs

Reviewed 19 September 2026 · Protocol and integration guidance

All Technology & Model Stack →

Introduction transcript. Qubi: When a request crosses teams, it often gets retyped or loses its owner. We agree a task contract first: what goes across, and what evidence comes back. Each handoff carries a reference and a deadline, and the receiving side checks permission. The evidence returns, and the service owner approves the reply before it goes.

Why this month matters

The platform boundaries are opening.

On 2 September 2026, Genesys announced an expanded enterprise agent ecosystem, including A2A interoperability with Salesforce Agentforce and ServiceNow. Its release says capabilities with these platforms are available and will expand, while describing the A2A work in forward-looking terms. Confirm the exact handoff, region and entitlement before treating it as ready for your project. Genesys announcement and availability notes.

A2A itself predates this announcement. The new enterprise relevance is the prospect of connecting existing customer-service, CRM and operations investments. The first buyer question is concrete: which request currently gets retyped or loses its owner when it moves between systems?

A2a and mcp

Choose the interface for the job.

Agent2Agent (A2A) standardises communication between agents. Model Context Protocol (MCP) connects agents to tools and data. A2A can carry an ongoing task between systems without exposing an agent’s internal implementation; MCP gives an agent access to a specific capability. They can be used together. Official A2A overview.

Our design rule is to use the smallest interface that meets the need. Reading an order status is usually a tool call. Asking another team’s agent to investigate a delivery exception may require a task with progress, clarification and an eventual result. A stable business API remains a good choice when all the steps are already known.

Proposed customer-service flow

ONE REQUEST, EXPLICIT OWNERS
  1. 01
    Service agent

    identify the request

  2. 02
    Access policy

    identity + permitted data

  3. 03
    Operations agent

    investigate exception

  4. 04
    Verified result

    evidence + task status

  5. 05
    Service owner

    approve the response

Illustrative architecture, not a claim of a shipped QQuantum.ai integration or universal vendor compatibility.

Three useful handoffs

01

Delivery exceptions

A support agent asks an operations agent to reconcile order, warehouse and carrier evidence. The reply includes the case reference and next owner, rather than an unsupported promise to the customer.
02

Employee onboarding

An HR workflow hands an approved starter request to an IT agent. Track each access request separately, verify completion and leave exceptions with the responsible team.
03

Supplier evidence

A procurement agent asks a specialist reviewer to assess a document pack. Return the required fields, evidence references and unresolved questions. Approval stays with the named procurement owner.

Worked example

Keep the delivery promise grounded.

Proposed pilot: a customer asks why an order is late. The service agent passes an authorised order reference and a bounded investigation request. The operations agent checks approved sources and returns the latest confirmed event, its timestamp and any uncertainty. The service agent drafts a response from that evidence.

A timeout must leave a visible pending case. A retry must not create a second refund or replacement. Give every handoff a correlation identifier, a deadline and a clear owner; enforce allowed actions at the receiving service. An incoming agent’s request is context, not authority to expand permissions.

Test missing orders, stale carrier data, duplicated messages and a customer withdrawing the request. Measure resolved cases, repeat contacts, manual corrections and elapsed time against the existing workflow. If a single API lookup solves the problem, retain that simpler design.

What to agree first

A task contract before a connection.

Define the input, expected evidence, status transitions and failure behaviour with both system owners. Decide what may be stored, who can cancel work, and how a person resumes a partially completed case. Shared context should contain only what the receiving agent needs.

A platform announcement does not establish interoperability for every pair of agents. Verify supported protocol versions, authentication and task behaviour in a small integration test. Our multi-agent architecture guide covers orchestration choices, while managed runtimes address how an individual agent’s work is executed.

Questions

Questions about Agent-to-Agent Interoperability.

Does A2A replace MCP?

No. A2A concerns communication between agents; MCP connects an agent to tools and data. A workflow may use both.

Is A2A new in September 2026?

No. This month’s relevance is enterprise platform adoption and integration announcements. The protocol already existed.

Can we connect every agent immediately?

No universal compatibility is assumed. Confirm the concrete product capability, protocol version, authentication and rollout status with each provider, then test the handoff.

Shipped & in build

Real work. Check it yourself.

What we built, what stage it is at, and a link to the live thing wherever there is one.

The unOpen.AI homepage introducing Roxy, a private AI assistant that remembers who you are.
The unOpen.AI homepage on a mobile viewport.
unopen.ai — homepage, 1440×900
Prototype · closed beta

unOpen.AI

In closed beta: Roxy, a private AI assistant with permanent memory running on infrastructure the user owns. Brand, site, product, backend and conversational design.

What we built
  • Brand
  • Site
  • Product
  • Backend
  • Conversational design
Read the case study →
The updated yourOS homepage: Roxy’s open ring surrounded by bento cards for calls, voice, translation, building, design, apps and more.
The yourOS homepage on a phone, with its compact navigation, welcome film button and bento cards.
youros.tech — the homepage bento hero
Our own · coming soon

yourOS

yourOS is an operating system with an AI at its heart. You talk to it like a person, out loud or typed. It makes your calls, plans your days and works on your projects with a crew of agents, on your own private server. Our own product, built from the first commit; the waitlist is open.

What we built
  • Operating system
  • Roxy
  • Agent crew
  • Voice calls
  • App store
  • Website
Meet yourOS →
The Sonora homepage on desktop: a full-bleed dune landscape behind the headline “Transform Your Life with Sound”, with App Store and Google Play download buttons.
The Sonora homepage on a mobile viewport, showing the same hero reflowed to a single column.
sonora.com — homepage, 1440×900
Live · iOS · Android

Sonora

Website, backend and app assets for Sonora, a free AI sound-therapy app on iOS and Android published by Cognitive AI.

What we built
  • Website
  • Backend
  • App assets
Read the case study →
The updated Podswap homepage on desktop: “Grow on Instagram and TikTok for free, with real engagement from creators your size”, beside a tilted wall of exchange, tool and guide cards on a violet gradient.
The updated Podswap homepage on a phone, with its floating navigation, Instagram and TikTok engagement headline and tilted tool cards.
podswap.app — homepage, 1440×900
Five platforms

Podswap

Brand, website, prototype, apps on five platforms, the AI backend and the algorithm-intelligence pipeline for Podswap, a social growth engine that runs without a human in the loop.

What we built
  • Brand
  • Website
  • Prototype
  • Apps on five platforms
  • AI backend
  • Algorithm pipeline
Read the case study →
coherence.com on desktop, headed "Intelligence that moves in phase with people".
coherence.com on a mobile viewport, reflowed to a single column.
coherence.com — homepage, 1440×900
Live

Coherence

Live at coherence.com: brand identity generated with AI agents we directed, the motion system and website for the group behind Sonora, AboutAI, WakeUp and MudShadows. Agent work remains in build.

What we built
  • Brand identity
  • Motion system
  • Live website
  • Agent work — in build
Read the case study →
The new Domain Booth homepage on desktop: the headline “Premium Domains. Serious Buyers. Proven Results.” beside the animated DB monogram.
The new Domain Booth homepage on a phone, reflowed to a single column.
Our build of the Domain Booth homepage — 1440×900
Live

Domain Booth

Live at domainbooth.com for DomainBooth, a premium domain brokerage: a new animated mark, every page redesigned and rebuilt with designed mobile layouts, and a custom CMS for its sales record, featured names, press and enquiries.

What we built
  • Animated mark
  • Every page redesigned
  • Designed mobile layouts
  • Custom CMS
Read the case study →
Who we have built for

Twenty-one years. Names you know.

See all of our work →
  • BBC Good Food logo
  • Charities Aid Foundation logo
  • GAME logo
  • NatWest logo
  • Next logo
  • NSPCC logo
  • Tesco logo
  • Worldpay logo
  • Samsung logo
  • Sony logo
  • Land Rover logo
  • UAP Limited logo
  • Netflix logo
  • Amazon Prime Video logo
  • Mercedes-Benz dealerships logo
  • San Miguel logo
  • Biovene Barcelona logo
  • Seventy7 logo
  • Littlewoods logo
  • Smile logo
  • The Co-operative Bank logo
Let’s talk

Fix the handoff
that loses the work.

Bring one process that crosses your CRM, service desk or operations systems. We will map ownership, data boundaries and a testable integration.