Knowledge stays trapped.
The best judgement lives in a few experienced people. The company cannot use it unless they are in the room.
Your company, thinking as one.
We build the AI-native operating system for your company.
Your knowledge, decisions and repeatable work become company memory, operating agents and one command centre.
Register interest
Your company keeps starting again.
The work gets done. But too much of the company disappears into people, inboxes, meetings and disconnected tools.
Work resets each time.
Every brief, proposal and project begins by rebuilding context the company has already paid to create.
AI sits at the edge.
Your team uses AI tools, but those tools cannot see the whole company or act within clear rules.
We build your Nexus.
A Nexus is the operating architecture that makes the company searchable, usable and able to improve its own work.
Company memory
Your knowledge, decisions, standards and past work in one living source of truth.
Decision system
Clear rules, context and advisers that help leaders prepare, decide and review.
Operating agents
Purpose-built agents for repeatable work, with defined limits and human approval.
Command centre
One calm interface for asking questions, directing work and seeing what is happening.
Companies whose value lives in people.
Agencies, consultancies and specialist firms share the same problem: their most valuable knowledge lives in people and disappears between projects.
Make every project build the next.
Keep the company's judgement, client context and delivery method alive across every piece of work.
- Start new work with the context the company already has.
- Turn senior judgement into reusable standards.
- Build agents for research, proposals, delivery and handover.
- Make each finished project improve the next one.
Build beside the company. Transfer only what works.
We do not replace the current business overnight. We find the strongest starting point, build the new system beside it and move work only after it earns trust.
Diagnose
Find where the company loses time, knowledge and profit.
Company mapDesign
Define the architecture, rules, agents and first high-value workflows.
Nexus designBuild
Install the memory, agents and command surface around real work.
Working systemTransfer
Train the team, document the system and leave the company able to run it.
Client ownershipBuilt from a system we use ourselves.
Dreamwith grows from the operating architecture behind melis.ai and Sean's own work.
This is how the company remembers, decides and acts. Written rules give agents context. Clear authority keeps people in control. Every finished job adds to the company’s memory.
Nexus anatomy / melis.aiillustrative operating extract / v0.3
01 / Company memory
melis.ai/
├── COMPANY.md
├── MISSION.md
├── STRATEGY.md
├── CONSTITUTION.md
├── NOW.md
├── 00-INBOX/
│ ├── briefs/
│ └── unclassified/
├── 01-LEADERSHIP/
│ ├── decisions/
│ ├── meeting-rhythm/
│ └── advisers/
├── 02-COMMERCIAL/
│ ├── offers/
│ ├── pipeline/
│ ├── proposals/
│ └── customers/
├── 03-DELIVERY/
│ ├── playbooks/
│ ├── active-work/
│ ├── handovers/
│ └── quality-reviews/
├── 04-MARKETING/
│ ├── campaigns/
│ ├── content/
│ └── distribution/
├── 05-FINANCE/
│ ├── forecasts/
│ ├── invoices/
│ └── margins/
├── 06-PEOPLE/
│ ├── roles/
│ ├── capacity/
│ └── hiring/
├── 07-LEGAL/
│ ├── contracts/
│ ├── approvals/
│ └── data-controls/
├── 08-KNOWLEDGE/
│ ├── company-memory/
│ ├── methods/
│ ├── evidence/
│ └── pattern-library/
├── 09-AGENTS/
│ ├── coordinators/
│ ├── specialists/
│ └── schedules/
├── 10-WORKFLOWS/
│ ├── triggers/
│ ├── approvals/
│ └── handoffs/
├── 11-CONNECTORS/
│ ├── mail/
│ ├── calendar/
│ └── client-systems/
├── 90-SYSTEM/
│ ├── audit-log/
│ ├── permissions/
│ └── [REDACTED MODULE]
└── COMMAND-CENTRE/
02 / Agent architecture
People set direction. Agents organise the work.
Human authority sits above the system. Each level beneath it has a written job, bounded context, permitted tools and a clear point where work must return to a person.
Memory gives the system context. Authority sets its limits. Workflows turn decisions into repeatable action.Selected architecture only · private modules redacted
Most AI projects improve the old company. We design the next one.
Training people to use ChatGPT is useful. It is not the same as designing a company that can remember, reason and act through one connected system.
The old company, faster.
AI helps people inside the current process. The tools and roles remain largely the same.
The work itself changes.
Agents join the workflow. Steps collapse. People move from completing every task to directing the system.
The company itself changes.
A separate successor is designed around shared memory, agents and new economics from the beginning.
Be one of the first companies we build with.
We are preparing a small number of founding engagements for expert-led service companies. Tell us where your company loses time, knowledge or momentum. We will contact the strongest fits when delivery opens.
Read the founder manifesto