AIOS — AI-operating system for your agency | WeAdapt
AIOS — AI-operating system

AI is no longer a tool.
It becomes part of
your operating system.

AIOS splits your agency into seven domains with their own agents, context and workflows. Built and installed by WeAdapt.

7
DOMAINS
4
PARADIGMS
24/7
RUNNING
~/weadapt-aios/project-sales
project-sales/
├─ CLAUDE.md# instructions for agents
├─ context/# ICPs, playbooks, pricing
├─ agents/# 8 specialised agents
│  ├─ orchestrator.md
│  ├─ qualification.md
│  ├─ enrichment.md
│  └─ proposal.md
├─ skills/# lead-scoring, cold-email...
├─ data/# HubSpot sync, pipeline
└─ .cowork/# team access
One domain = one Claude Code project
7 domains 4 paradigms 24/7 active One AIOS 7 domains 4 paradigms 24/7 active One AIOS
The problem

Loose tools
don't build
an agency.

A typical agency runs on HubSpot, ClickUp, Monday, Slack, Figma, Notion, Google Drive, Fireflies, n8n, Zapier and ten other tools. Each does one thing well. None talk to each other.

The result: data lives everywhere, knowledge disappears in chats, and tasks slip through the cracks. Every new tool fixes one problem and creates two.

AIOS flips that. Not more tools but one AI-operating system that splits your agency into seven independent domains. Each with its own agents, context and workflows. Running together as one agency.


The four paradigms

Four interfaces.
One system.

AIOS runs on four complementary layers, each with its own role. Strategy, agentic execution, team access and deterministic automation. Together they form a complete operational stack.

Claude (Web)
Strategic Interface

The strategic thinking layer. Where founders and operators spar over direction, plans and analysis. Conversational, on-demand, no technical setup required.

Conversational Probabilistic on-demand
Claude Code
Agentic Technical Layer

The agentic intelligence layer. Works directly with files, agents, skills and context. This is where the seven domain projects live with their specialised agents and sub-agents.

Agentic File-aware on-demand
Claude Cowork
Operator Access

The access bridge for non-technical team members. The same projects as Claude Code, but through a desktop app. This is how AIOS scales beyond the founder to the whole team.

Team-ready No IDE needed on-demand
n8n
RPA Backbone

The backbone. Deterministic workflows that always produce the same result. Runs 24/7 on a server, independent of any laptop or session. Triggers agents whenever thinking is needed.

Deterministic Always-on 24/7

Anatomy of an AIOS domain

What a single domain
looks like inside.

Every AIOS domain is a self-contained project with its own agents, skills, context and workflows. Below you see how Sales-OS is built. The other six domains follow exactly the same pattern.

~/weadapt-aios/project-sales
project-sales/
├─ CLAUDE.md# instruction file for agents
├─ context/# persistent knowledge
│  ├─ icp.md
│  ├─ pricing-tiers.md
│  ├─ objection-library.md
│  └─ brand-guidelines.md# synced
├─ agents/# 8 specialised agents
│  ├─ orchestrator.md
│  ├─ qualification.md
│  ├─ enrichment.md
│  ├─ nurturing.md
│  └─ proposal.md
├─ skills/# reusable playbooks
│  ├─ lead-scoring/
│  ├─ cold-email/
│  └─ linkedin-outreach/
├─ data/# live integrations
│  ├─ hubspot.config
│  └─ pipeline.json
└─ .cowork/# team permissions
CLAUDE.md

The instruction file. First thing every agent reads: the purpose of the domain, available agents and skills, decision logic. One file that introduces the whole project.

context/

Persistent knowledge. ICP definitions, pricing tiers, objection library, sales playbooks. Agents don't read from prompts but from these shared files. Brand guidelines are automatically synced from the Design-OS domain.

agents/

The specialised agents. Sales-OS has an orchestrator that directs six sub-agents: qualification, enrichment, nurturing, intelligence, proposal and pipeline management. Each with its own role and boundaries.

skills/

Reusable playbooks that agents can call. Lead-scoring algorithms, cold-email templates, LinkedIn outreach sequences. Skills are version-controlled and tested with evals.

data/

Live data integrations. HubSpot config, pipeline snapshots, lead data. n8n syncs this 24/7 in the background. Agents read it when doing on-demand thinking.

.cowork/

Permissions for non-technical team members through Claude Cowork. Here you define which agents and skills the team can trigger, and what stays read-only. This is how AIOS scales beyond the founder.


Seven AIOS domains

One pattern,
seven implementations.

AIOS splits the agency into seven independent domain projects. Each with its own agents, skills, context and workflows. Below you see per domain which agents run inside and which workflow is the anchor.

Marketing-OS

Content, campaigns, social, ads and SEO. A marketing engine that consistently produces on-brand output.

  • Content Strategy Agent
  • Copywriting Agent
  • Paid Ads Agent
Content Calendar Automation
Operations-OS

Resourcing, finance, onboarding and knowledge management. The internal engine that keeps the agency running smoothly.

  • Resource Management Agent
  • Finance & Invoicing Agent
  • Client Onboarding Agent
Invoice Generation & Follow-up
Project Management-OS

Planning, sprints, status reports, risk and budget. Client projects that run on time and within scope.

  • Project Planning Agent
  • Sprint Management Agent
  • Risk Management Agent
Sprint Automation & Standups
Production-OS

Design, video, content and assets at scale. From briefing to deliverable, quality checked by QC agents.

  • Design Production Agent
  • Video Production Agent
  • Quality Control Agent
Production Job Queue → QC
Design-OS

Brand strategy, design systems, creative direction. The master brand guidelines that feed all other AIOS domains.

  • Brand Strategy Agent
  • Design System Agent
  • Creative Direction Agent
Brand Guidelines Sync (cross-domain)
Website-OS

Frontend, CMS, SEO, performance and analytics. Sites that monitor and optimise themselves.

  • Frontend Development Agent
  • SEO Technical Agent
  • Performance Agent
Deployment Pipeline (GitHub → Vercel)

How it works

Strategy becomes code,
code becomes execution.

Founder thinks
Claude Web
Plan becomes code
Claude Code
Team executes
Claude Cowork
n8n keeps running
24/7 backbone
Output lands
Telegram & Slack
Data flows continuously through all four paradigms

Concrete goals

What AIOS
aims for.

AIOS is measured on how deeply AI is integrated into your operation. No promises of 100% autonomy, but concrete goals WeAdapt commits to for every implementation.

AI inside your recurring processes
Every process that keeps coming back is handled by agents. Lead qualification, content production, onboarding, reporting, QA. AI doesn't become another tool, it becomes part of how the work gets done.
Tools, docs and data talking to each other
HubSpot, ClickUp, Monday, Google Drive, Figma, Fireflies and your knowledge base. All connected through n8n and shared context files. No more islands, one source of truth.
0%
Recurring tasks automated
A realistic target is 40 to 50 percent of routine work running through n8n or Cowork. The team keeps room for strategic work, AIOS handles the repetition.
0
n8n keeps running
Data syncs, monitoring, alerts and agent triggers run 24 hours a day, 7 days a week. Independent of who's at the keyboard, even when your team sleeps.

Optional: away-from-desk workflows via Telegram or Slack. Daily briefings, approvals and agent triggers available on your phone, so the agency stays manageable on the move. Not required, but an option that fits founders who travel.


Who it's for

Built for agencies
that want to scale.

AIOS is designed for agencies and specialised firms. The architecture is generic enough to adapt to other verticals such as events, music and specialised SMB.

Primary — Agencies
Creative, marketing and development agencies growing without doubling headcount

The seven AIOS domains map 1-to-1 onto how an agency works. Sales, marketing, operations, PM, production, design and website. Immediately recognisable, immediately usable.

WeAdapt installs AIOS as the operational backbone of the agency.
Adaptive — Other verticals
Events, music labels and specialised SMB with recurring operational structures

The architecture is deliberately generic. Domain names change, the stack and pattern stay the same. What works for an agency works for an events firm.

WeAdapt translates AIOS to the specific domains of your vertical.
Founder-led teams
Founders getting operationally stuck, looking to scale without more people

The problem isn't more people. The problem is that everything runs through one head. AIOS unloads that head and gives the rest of the team more ownership through Claude Cowork.

WeAdapt makes AIOS accessible to non-technical team members through Cowork.

The approach

How WeAdapt builds
your AIOS.

Step 01
Audit & blueprint

WeAdapt maps your operation, identifies the seven domains for your agency, and delivers a blueprint of the stack that matches your scale and tooling.

2 weeks
Step 02
Foundation setup

The foundation is set up: shared context files, GitHub as single source of truth, the n8n backbone, and first integrations with existing tools.

3 to 4 weeks
Step 03
First domains live

One or two domains are fully delivered, including agents, skills and n8n integrations. The team already works inside AIOS while the rest is being built.

4 to 6 weeks
Step 04
Scale to seven

The remaining domains come online, the team is trained on Cowork, and away-from-desk via Telegram is activated. AIOS runs in full.

8 to 12 weeks
Ready to start

Build your agency
as one system.

In a strategy call, WeAdapt maps your operation and determines whether AIOS is the right route. No pitch, no sales talk. Just a concrete picture of what becomes possible for your agency.

  • 30 minutes, no commitment
  • Concrete blueprint per domain
  • Usable right away, also without follow-up
  • With Robin, founder of WeAdapt
Book a strategy call →

Robin Calor
Robin Calor
Founder — WeAdapt
robin@weadapt.co

Frequently asked questions

What you need to know
before you start.

Loose automations solve one problem at a time. AIOS solves the structure. Instead of twenty workflows that know nothing about each other, you get seven domains with their own agents, context and workflows that talk to each other. The difference between a toolbox and an AI-operating system.

No. WeAdapt builds AIOS and delivers it with Claude Cowork as the access layer for non-technical team members. The team triggers agents and runs workflows without code, while the underlying architecture stays managed by WeAdapt.

The blueprint is designed for agencies, but the architecture is deliberately generic. The seven domains are replaceable with your own, the six building blocks stay the same. Events, music labels and specialised SMB get a tailored mapping.

First domains run within 6 to 8 weeks. A full AIOS with all seven domains live is a 12 to 20 week trajectory. After that, AIOS keeps growing based on what the team uses and what n8n picks up.

Perfect. AIOS doesn't replace tools, it orchestrates them. Existing HubSpot, ClickUp, Monday, Slack and Figma accounts are connected through n8n. Your data stays where it is, AIOS adds the intelligence and automation layer on top.

WeAdapt manages the architecture and stays available for expansions, new agents and domain adjustments. Daily use happens through your team via Cowork. Operational ownership sits with you, technical continuity with WeAdapt.

The investment depends on the number of domains, existing tooling and desired scale. During the strategy call, WeAdapt maps your situation and delivers concrete scoping including timeline and pricing per phase.