layerwise

An AI integration firm in Abu Dhabi, working with companies across the UAE.

AI for the systemsyou already run

Layerwise adds AI to your CRM, inbox, WhatsApp, Microsoft 365 and ERP. A person on your team approves anything that matters.

Keep your systems

Two people in an office shaking hands across a desk with signed papers

Why most AI projects stall, and what we do instead.

Most UAE companies already run on tools they trust: a CRM, Microsoft 365 or Google Workspace, WhatsApp Business, an ERP. Their teams already use AI too, usually by pasting client data into chatbots with no rules about what goes where. Layerwise works the other way round. We start from the systems you have, find where the hours go, and add AI inside those tools to draft, sort, answer from your files and report. A person approves anything that reaches a customer, moves money or changes a record. Nothing gets replaced, and you own what we build.

Paste a message.

A demo that runs in your browser to show the approval flow. Nothing you type leaves this page.

Draft reply · WhatsAppWaiting for approval

Nothing is sent until someone on your team approves it.

Every project follows the same three steps, so you know what happens next and what it costs.

How a project runs

First, the Audit. You show us how you work.

You share: Outlook, WhatsApp Business, HubSpot and SharePoint. A team of 14. The same enquiries answered by hand every day.
Systems mapExample
Where time goesAI fit
Repeat WhatsApp enquiriesHigh
Weekly sales report in ExcelHigh
Cleaning new CRM recordsMedium
Supplier paymentsKeep manual

Ends with a fixed-price plan you keep.

Then, the rules. You decide who signs off.

Your rule: customer messages, payments and record changes always wait for a person.
Approval queue3 waiting
Reply to Mariam, Al Noor EventsCustomer message
Update deal stage in HubSpotRecord change
Weekly sales summaryInternal

Finally, it runs. You see what it did every month.

Monthly reportExample figures
Drafts approved as written412
Drafts edited before sending67
Drafts rejected9
Actions logged and reviewable1,906

Illustrative numbers. Your report shows your own.

Safeby default.

These controls come with every project. They are working practices, not a legal certification.

Ask about compliance

Your data stays yours

Every source is classified before AI reads it. Sensitive data only goes where you approve.

  • Data classification
  • Approved regions
  • Your own cloud

A person signs off

Anything that reaches a customer, moves money or changes a record waits for someone on your team.

  • Customer messages
  • Payments
  • Record changes

Built to resist misuse

Agents get only the access their task needs, and are tested against messages written to trick them.

  • Least privilege
  • Misuse testing
  • Staff usage policy

Everything is on record

Every action is logged and reviewable. At handover you own the code, the prompts and the data.

  • Audit log
  • Documented handover
  • No lock-in

Packages

Every project starts with the Audit. It ends with a fixed-price plan, so you know the cost before anything is built.

Compare AI Systems AuditWhere everyone starts Integration SprintAI inside your tools Build SprintA custom AI app or agent Run and GovernAfter any sprint
What you getA map of your systems, data and hours, and a fixed-price planAgents and automations in your CRM, inbox, WhatsApp or ERPA working app or agent, tested and documentedMonitoring, a monthly report and improvements
How long2 to 3 weeks6 to 12 weeks4 to 10 weeksMonthly
PriceFixed quote after the AuditFixed quote after the AuditMonthly fee
You keepThe plan, whoever builds itCode, prompts and dataCode, prompts and dataYour reports and logs
Book the AuditAsk about itAsk about itAsk about it

AI Systems Audit

What you get
A map of your systems, data and hours, and a fixed-price plan
How long
2 to 3 weeks
Price
You keep
The plan, whoever builds it
Book the Audit

Integration Sprint

What you get
Agents and automations in your CRM, inbox, WhatsApp or ERP
How long
6 to 12 weeks
Price
Fixed quote after the Audit
Ask about it

Build Sprint

What you get
A working app or agent, tested and documented
How long
4 to 10 weeks
Price
Fixed quote after the Audit
Ask about it

Run and Govern

What you get
Monitoring, a monthly report and improvements
Price
Monthly fee
Ask about it

Larger companies can add a Fractional AI Lead, a named lead for 2 to 4 days a month, and our Advisory Network of global AI consultancies for big programs.

Who runs Layerwise

Amr Samir Edris, in Abu Dhabi. One owner from the first audit to the monthly report, working in Arabic and English.

The Abu Dhabi skyline across the water on a clear day
Amr is certified in AI and agents and builds AI systems for events, marketing and operations teams, after years of live events and campaigns that had to work on the day.
Based in
Abu Dhabi
Works across
The UAE
Languages
Arabic, English
Starts with
A 2 to 3 week Audit

For large programs we bring in established AI consultancies and stay on as your program owner. Partner firms are named here as agreements are signed.

Amr on LinkedIn

Before you book

Where does our data go? Only to the AI providers and regions you approve in the Audit. Confidential and personal data can stay inside your own cloud account.

Do we have to replace our systems? No. We add AI on top of what you run today, and only suggest replacing a tool when it blocks the work.

Who owns what you build? You do: the code, the prompts, the workflows and the data. Handover is documented so another team can run it.

How fast will we see results? The Audit takes 2 to 3 weeks. A first integration usually goes live 6 to 12 weeks later, depending on access to your systems.

What will AI never do on its own? Make final decisions about people, money or customers. Those limits go into your staff policy and into the agents.

Do you work in Arabic? Yes. Meetings, documents and the AI's drafts can be in Arabic, English or both.

Which tools do you work with? Microsoft 365, Google Workspace, WhatsApp Business, HubSpot, Salesforce, Zoho, Odoo and most tools with an API. The Audit confirms what yours allow.

Is the demo on this page real AI? No. It is a simple demo in your browser that shows the approval flow. Real projects use the models and rules agreed in the Audit.

We are a large company. Where do we start? With the same Audit, usually alongside a Fractional AI Lead who owns the program for you.

Tell us what you run and where the hours go.

Glass towers in Abu Dhabi reflecting an orange evening sky
Ready for an Audit? amrsamiredris@gmail.com Message on LinkedIn

Abu Dhabi, UAE. Arabic and English.