# Every developer and AI coding tool knows the client, the scope and why.

> Scope, decisions and client context that every developer and AI coding tool reads first.

Source: https://dienox.com/solutions/software-studios  
Last updated: 2026-10-11

For dev shops, app builders and product studios running several client projects. We help you deliver the AI-first way, with agents that check requests against the scope and draft the maintenance report, and Hivemind, our flagship, as the knowledge base every developer and AI coding tool reads.

**Built for** dev shops, app builders, product studios

[Join the beta](https://dienox.com/beta) [Talk to us](https://dienox.com/contact)

## Sound familiar.

### The why lives in one developer's head.

The client asked for that odd export three sprints ago and only one developer knows why. When they leave, the next person ships a fix that breaks the client's month-end close.

### Change requests slip in as small favours.

A quick tweak arrives in Slack on a Friday. Nobody checks it against the SOW, the hours go to the fixed-price project and the margin is gone by launch.

### AI coding tools work for a client they don't know.

Cursor reads the code. It doesn't know the client's terms, the integration that must not change or the decision from the kickoff, so review catches the same mistakes every week.

[Start with the product **Use Hivemind.** Your team's knowledge in every AI tool it already uses, from this week. Set it up yourself, with the beta. Meet Hivemind](https://dienox.com/hivemind) [Enterprise Problem Solving **Work with us.** We find the problems, show the solution, build the agents and train your people. With agentic AI, on Hivemind. Book a call](https://dienox.com/contact)

## Everyone works from the same company.

What changes once Hivemind, our flagship, is the knowledge under every AI tool and agent your team uses.

### Onboarding in a day.

A developer joining mid-project asks their AI how the client works, what was decided and what is out of scope, and gets the answer from the project page.

### Scope that holds.

The SOW, the assumptions and the exclusions sit next to the work. Anyone can check a request against them before it turns into unbilled hours.

### Fewer surprises in review.

Cursor, Claude Code and Copilot read the same conventions and client context, so pull requests start closer to how your team builds for that client.

[See how Hivemind works](https://dienox.com/hivemind)

## Agents that do the work.

Agents like these we build with you. Each has a toolbox: what it may read, what it may change, and what waits for a person.

**Scope check, every weekday · 09:00:** Reads new requests in the client channels, checks each one against the SOW and posts a list of out-of-scope items for the project lead to quote.

**Maintenance report, first working day of the month:** Gathers last month's tickets, hours and incidents per client, drafts the report against the SLA and holds it for the account lead to send.

Connects today

- Knowledge base
- Slack
- Gmail

Next to what you already use

- Issue trackers such as Jira or Linear
- Time tracking and agency tools such as Simplicate, Productive or Harvest
- AI coding tools such as Cursor, Claude Code or Copilot
- Documentation in Notion or Confluence

A system without a connector yet gets one: we build it as part of Build.

## We set it up with you.

### [Implement](https://dienox.com/services/implement).

We interview leads and developers, fill every client and project page and connect Cursor, Claude and ChatGPT

### [Automate](https://dienox.com/services/automate).

Scope checks, maintenance reports and decision logs that run every week without a reminder

### [Build](https://dienox.com/services/build).

A connector to your issue tracker, or a client prototype built on your own conventions

### [Learn](https://dienox.com/learn).

Training for developers on AI coding with your standards, and for leads on AI for scoping and quotes

## Questions.

### Does our clients' code or data end up in the knowledge base?

No. The code stays where it lives. The knowledge base holds what surrounds it: scope, decisions, conventions, contacts and how the client works. You choose what goes in, and personal data from client systems stays out.

### We already have Notion or Confluence. Why this?

A wiki is written once and read by few. Hivemind is what every AI tool reads before it answers or writes code, and people and AI update it as decisions are made. Agents can also read your Notion pages through the Notion connector.

### Can each developer keep their own AI tool?

Yes. One developer uses Cursor, another Claude Code, the project lead uses ChatGPT. They all connect to the same knowledge base, so the answers about the client and your conventions are the same whichever tool asks.

## More in Creative and digital.

[Creative and marketing agencies Design, branding, social and performance agencies Every client's brand, voice and history in one place, for every account and AI tool See the page](https://dienox.com/solutions/agencies) [Film, TV and content production Production houses, video and podcast studios Budgets, crew, locations and delivery specs from every past shoot, ready for the next one See the page](https://dienox.com/solutions/production)

[All solutions](https://dienox.com/solutions)

## Put your team ahead with AI.

[Join the beta](https://dienox.com/beta) [Talk to us](https://dienox.com/contact)