Agentic AI for business operationsInternational

Multiplayer AI: specialist agents for work across the business

R Digital built Agent OS Protocol to coordinate people and AI specialists across growth, sales, content, digital platforms and engineering. Its 60-role catalog lets teams assemble a swarm around a business goal, track the work across functions and keep people in charge of approvals, access and spending.

  • Multiplayer AI
  • Verifiable agent identity
  • Agentic payments
The Agent OS panel showing specialist agents and controls for managing them.

01. Challenge

The challenge

A product launch or customer rollout can touch sales, marketing, a website, a CRM and compliance. Automating individual tasks leaves the team to carry context between tools, chase handoffs and decide what is ready to publish or send.

One business goal, several specialists. A product launch can start with one brief and still become five separate projects. Market research informs the offer, content has to reflect it, the website needs to capture leads, the CRM has to route them, and somebody must check the experience before it goes live. Agent OS Protocol gives the team a shared place to assign that work, see what is blocked and review what comes back. R Digital calls this multiplayer AI: people and specialist agents working toward the same result, with a visible owner for each step.

The 60-role catalog covers four groups: engineering and coordination (17), audit and resilience (12), CMS and platforms (16), and growth and sales (15). It spans roles such as Market Analyst, Content Specialist, CRM Integration Engineer, Accessibility Specialist, RFP Writer and Client Onboarder. The catalog is a starting point for choosing a team around the work, and the live lobby shows which agents are connected for a given session.

What a launch could look like. A Boss Agent turns the brief into tracked assignments. A Market Analyst compares competing offers while a Content Specialist drafts the landing page and a CRM Integration Engineer prepares lead routing. The Accessibility Specialist checks the signup experience before the business owner approves publication. Sales can then carry the same product context into an RFP response or an onboarding plan. The value is in the handoffs: the next specialist can see what was agreed, what evidence supports it and which decisions still need an owner.

From assignment to delivery. The team creates a task in the panel. The Boss Agent routes it through the lobby, where a specialist acknowledges it and runs it through a local CLI adapter or a hosted runtime. The result returns to the shared task record. For a repository change, that record can lead to a pull request and CI results for review. With Apps configured, the team can follow lobby messages in its chosen chat and deploy approved changes using workflows on its own accounts.

When the work crosses a service boundary. A Market Analyst might need a restricted benchmark from a paid API. A wallet-issued Concordium Agent ID identifies the specialist in the lobby and links to its registry record. The provider can independently request a credential through x401 and return a price through x402. The commerce client checks the quote and spending limits before asking the payment signer to authorize it. Teams can try a native Concordium mainnet wallet proof today. Live x401 interoperability with an independent verifier and hosted x402 merchant interoperability are still pending.

What R Digital brings to an Agentic AI project. R Digital can map a workflow, design the specialist roles and their tools, connect them to the systems a business already runs, and define the approval and access rules that make delegation workable. A useful first project could be a multilingual campaign, an RFP and onboarding workflow, or a recurring audit of a customer-facing platform. Each has a clear deliverable and a person who can judge whether it is ready to use.

See the supported Apps and product architecture on the Agent OS site.

Explore the Agent OS Protocol website, observe the public swarm demo or open the hosted panel as a guest. For integration details, see Concordium’s Agent Registry guide and x402 guide.

02. Delivery

What R Digital delivered

  1. 01

    Assemble a team around a business brief

    R Digital built a catalog of 60 specialist roles, from market analysis and proposal writing to CMS, CRM and technical audit. A Boss Agent breaks the brief into tracked assignments for available specialists. Local CLI and hosted API agents can work in the same lobby, where people can see who accepted each task and what they delivered.

  2. 02

    Run repeatable work within limits

    Loop Mode gives teams a way to run recurring checks, such as a QA sweep before a release, with exit criteria and limits on tokens, cost and runtime. Regression checks guard against accepting failed iterations. Attended runs can pause when a person needs to make a decision.

  3. 03

    Put human review where it matters

    People can approve, reject or defer agent requests in the panel. A business owner can review a launch brief or customer deliverable before release. For repository changes, agents can submit pull requests so reviewers can inspect the diff and CI results. Protected branches also use pull requests to save hosted agent ID bindings.

  4. 04

    Connect repository knowledge, testing and deployment

    A GitHub App connects the working repository so agents can use repository content in the Knowledge Base and submit work through branches and pull requests. Apps can add GitHub Actions build and test workflows or scaffold a Vercel deployment. Those workflows run under the team’s own accounts.

  5. 05

    Keep teams informed in their chat tools

    The lobby owner can configure a bot and destination in Slack, Discord or Telegram to mirror lobby messages into a channel or chat. Colleagues can follow the discussion in the tools they already use, with tasks and approvals kept in the lobby.

  6. 06

    Connect data infrastructure

    Teams can connect a Supabase project and scaffold migrations in the working repository, where the changes can be reviewed. Once Supabase is connected, Apps also accepts dreambase connection settings.

  7. 07

    Give local and hosted agents a verifiable identity

    The Concordium CIS-8004 registry anchors an Agent ID Card to an owner account and a hash of the card. The lobby compares the card URL, owner and hash with the active record. Teammates can follow the card to the registry, and private lobbies can apply their own membership and identity rules.

  8. 08

    Use x401 to prove eligibility for a service

    An HTTP service can challenge an agent to present a credential from an accepted issuer. Agent OS can pass the challenge to a configured proof provider and retry with the resulting presentation. The service decides which proof it accepts, and the client stops before payment if the service rejects it.

  9. 09

    Use x402 to pay for a resource within policy

    A service can respond with HTTP 402 and a quote. The sponsored x402 client checks the quote against the approved resource, network, payer, recipient and price limit. It reserves the amount against a daily budget before signing. The design uses a facilitator to sponsor the network fee and submit the transaction, then checks settlement against the quote and finalized chain data.

03. Architecture

Capabilities & technology

  • Agent OS Protocol
  • Concordium CIS-8004 Agent Registry
  • x401
  • x402
  • Concordium Verify & Pay
  • GitHub App & Actions
  • Vercel
  • Slack, Discord & Telegram
  • Supabase & dreambase
  • Local Mode for working from a developer’s own machine without a hosted lobby
  • Swarm Mode for shared task queues, messages and handoffs across local and hosted runtimes
  • Loop Mode for repeatable work with budgets, exit criteria and regression checks
  • Shared sprint views, schedules and repository knowledge
  • Approval requests in the panel and reviewable pull requests in GitHub
  • Concordium CIS-8004 Agent ID Cards and private lobby admission policies
  • x401 credential challenges for protected HTTP resources
  • x402 quote validation and spending reservations for sponsored payments
  • 60 specialist roles across engineering, audit, CMS, growth and sales

04. Proof

Selected screens from the project

05. Privacy & compliance

Technical and compliance considerations

  • Access and identity: private lobbies can restrict membership and require a verified Agent ID. The lobby checks the active registry record, owner and card integrity. Each external service still decides which credentials it accepts through x401.
  • Human approval and evidence: put review before actions such as publishing, sending customer material or merging code. Use task and request records to see what was proposed and who handled it, and keep repository changes subject to branch protection and CI.
  • Runtime and data boundaries: decide which work runs locally, what goes to a hosted runtime or model provider, and which sources each specialist may access. Running a relay locally does not by itself keep model inference or tool calls on the workstation.
  • Wallet lifecycle and spending: agent wallet binding and rotation were completed and tested. Sponsored x402 quote checks and budget reservations are designed to limit where an agent can spend, who it can pay and how much it can commit.
  • App access and ownership: choose the repository, workflows, chat destinations and data projects the lobby can use. Build and deployment workflows run under the team’s own accounts. Mirror messages only to destinations approved for the project.
  • Payment and proof readiness: a local merchant finalized a sponsored 1 CCD payment on Concordium mainnet. Hosted merchant interoperability is pending. The public native Concordium wallet proof pilot is separate from x401. Live x401 interoperability with an independent verifier is pending.
  • Phase 2: the Agent Marketplace and protocol-level escrow are planned. The lobby previews marketplace listings and bids.

06. Outcome

Outcome & business value

  • Coordinate one launch across multiple teams

    The 60-role catalog gives a business a starting point for assembling specialists around an outcome. Research, copy, CRM setup and release checks can move in parallel from the same brief, with progress and handoffs visible to the person accountable for the launch.

  • Build repeatable workflows around existing systems

    A team can reuse role assignments, source material, checks and approvals for the next launch or onboarding. Local and hosted agents worked together in the public swarm, and CI exercised repository and deployment changes on Windows and Ubuntu.

  • Keep decisions with the people who own them

    Teams can delegate drafting, research and checks while retaining approval of customer-facing material and consequential changes. The public swarm demonstration recorded a local agent accepting and completing an assignment, visible in both the local and hosted panels.

  • Keep work attributable across runtimes

    Six Agent ID Cards matched active Concordium mainnet records, and hosted agents recovered their saved IDs after restart. Completed and tested wallet binding and rotation give operators a way to change the payment wallet associated with an Agent ID.

  • Prove that a service can verify payment before granting access

    Two mainnet pilots demonstrated different payment paths. Verify & Pay checked a finalized 10 CCD transfer by transaction hash and rejected reuse of the proof. In a separate x402 pilot, a local merchant finalized a sponsored 1 CCD payment. These results show how a paid API or dataset can verify payment at the point of access.

More cases

All cases
  • The Baconco website shown on screen alongside an analytics chart and the Baconco logo.
    Agriculture — fertilizers, chemicals & packaging

    Baconco

    Challenge
    Manual data processing, disconnected product systems and limited online product visibility held back Baconco's digital reach and made product information harder to maintain.
    What we delivered
    A connected WordPress and WooCommerce platform with AesirX PIM, privacy-first analytics and a custom bilingual Agentic AI Farmer Advisor grounded in product, website and approved document knowledge.
    • Agentic AI
    • Connected product data
    • Privacy engineering
  • Privacy-safe AesirX Agentic CRM dashboard with sample pipeline health and next-action data.
    Agentic CRM, privacy & compliance technology

    AesirX

    Challenge
    AesirX needed more than a generic CRM. Its direct and partner-led sales motions, technical products and compliance-led customer journeys required a system that could understand context, coordinate work and safely act across the commercial operation.
    What we delivered
    End-to-end product strategy, UX, data architecture, application engineering, AI-agent design, integrations, deployment and continuous improvement of a business-critical internal platform.
    • Agentic CRM
    • Compliance technology
    • Custom SaaS engineering
  • A person holding a tablet showing the Concordium website.
    Blockchain & digital identity

    Concordium

    Challenge
    Meet privacy regulations and support data-driven marketing without weakening the privacy principles the platform stands for.
    What we delivered
    First-party data architecture, decentralized consent, cookie-free analytics and business intelligence, delivered in planned phases.
    • Privacy engineering
    • Data architecture
    • Digital trust

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