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AY Automate is an AI automation agency that scopes, builds, and maintains the n8n workflows and AI agents that remove manual work from your operations. One team for strategy, build, and post-launch support, not three separate vendors.
AI automation shipped for teams at






What we build with
n8n handles the cron jobs, webhooks, and glue. Claude Code is the brain for logic a trigger cannot handle. Nothing gets bolted on that you cannot maintain after we leave.





Every engagement starts as one of these, then expands once the first workflow proves itself.
n8n workflows and autonomous agents that handle business logic 24/7, connected to the tools you already run.
API integration and workflow engineering that replaces manual handoffs between your systems.
Custom agents and internal knowledge bases that execute multi-step work, not just answer questions.
Private retrieval pipelines that ground AI answers in your own data instead of a public model's guess.
Need an engineer embedded on your team instead of a project delivered to it? See Forward Deployed Engineers and Engineer Placement.
We do not sell a fixed package before we have seen your systems. Every engagement starts with an audit of what is actually happening today.
We map your current workflow: the manual steps, the tools involved, and where an agent or automation actually pays for itself. Output: a scoped plan, not a sales pitch.
We build the automation or agent in n8n, Claude Code, and your existing stack, sandboxed first, with real usage tested before it touches production.
We ship into your systems, not a demo environment. You see it running on real data before we call it done.
Automations break when APIs change and edge cases appear. We keep watching after launch instead of handing you a workflow and disappearing.
Automations break when APIs change. See Automation Maintenance & Support for what the maintain step covers.
No invented statistics. Every number below is from a published case study.
An honest look at the four ways to get automation built, so you can pick the one that fits your stage.
| In-House Hire | Freelancer | No-Code DIY | AY Automate | |
|---|---|---|---|---|
| Upfront cost | $150,000+ salary plus ~$30,000 benefits | Lower hourly rate, but scope creep is common | Lowest cash cost, highest time cost | Custom, scoped after an audit, no fixed package |
| Time to first workflow | Weeks to hire, then ramp-up time | Days to start, quality varies by person | Days, if you already know the no-code tool | Audit in days, first workflow scoped on the same call |
| Ongoing maintenance | Depends on the person staying | Usually not included, re-hire per fix | You maintain it yourself | Included as an explicit line item |
| Complex, multi-system logic | Depends entirely on the hire's skill level | Depends entirely on the freelancer's skill level | Breaks down past simple triggers | Built for multi-step, multi-system workflows by design |
| Accountability | You manage the output | You manage the output | You own every failure | We stay accountable through the build and after launch |
No-code DIY tools are a legitimate starting point for a single simple trigger. They tend to break down once a workflow needs conditional logic across more than two systems, which is the point most of our clients come to us.
We do not sell fixed packages sight unseen. Pricing is scoped to what you actually need, based on our current engagement types.
Single workflow
Low four figures
One focused workflow, live in one to two weeks, with error handling, retries, and monitoring built in from day one.
Full automation system
Scoped after audit call
AI steps, monitoring, and integrations across multiple systems, typically four to eight weeks. There is no fixed package because the scope depends on how many systems and how much logic is involved.
Embedded engineering placement
From $60,000/year
If you need a dedicated engineer building and maintaining automation full time inside your team, that is placement pricing, starting from $60,000/year against a $150,000+ US salary plus roughly $30,000 in benefits.
Whichever model fits, the first call is free and the audit tells you the real number before you commit to anything.
Comparing options before you commit? See our breakdown of the best AI automation agencies for what to check before hiring one.
Book a free audit call. We will map what is worth automating first and give you a scoped number, not a sales pitch.
In this call, we'll walk through your project scope, timeline, and goals - so we can both check if we're a fit. No obligation, no slide deck, just a working session.
Don't want a call? Email walid@ayautomate.com
“The team is super fast - sometimes we had to slow them down. We managed to scale the company without investing into hiring.”

Elie Salame
COO, Adstronaut.io
We've created products featured in
Walid Boulanouar
View LinkedInShare your use case, then schedule the call directly on this page.
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FAQ
Start with the audit call: a real agency scopes your actual systems before quoting a number, rather than selling a fixed package sight unseen. Check that they can show working builds, not just slides, and that they stay accountable after launch through a maintenance retainer or handover documentation.
An AI automation agency replaces repetitive manual work with systems that run on their own: lead routing, reporting, document handling, support triage, data syncs between the tools you already use. AI matters where judgment is involved, like classifying a message or extracting data from a messy document. We are tool-honest: n8n where it is the fastest reliable path, custom code where the workflow needs more control, and no AI at all where a plain rules-based flow does the job cheaper.
Focused single-workflow builds start in the low four figures and ship in one to two weeks. Full automation systems with AI steps, monitoring, and integrations typically run four to eight weeks and are scoped after the audit call, because the honest answer depends on how many systems the workflow touches. If you need a dedicated engineer embedded full time instead of a scoped project, placement pricing starts from $60,000/year, well under the $150,000+ salary plus roughly $30,000 in benefits a US in-house hire typically costs.
An in-house hire costs $150,000+ in salary plus benefits and takes weeks to recruit before they start producing. An agency engagement starts with a scoped audit, builds against your existing stack, and you are not carrying a full-time salary, payroll taxes, or a hiring pipeline for a role you may only need part of the time.
A freelancer builds the happy path. We build the happy path plus error handling, retries, monitoring, and documentation, and stay accountable for the system after launch. That difference is invisible in the demo and decisive in month three.
No. AI adds cost and variance, so it only goes where judgment is involved: classification, extraction from messy input, or drafting for human review. Deterministic steps stay deterministic.
For a single simple trigger, yes, a no-code tool alone can work. Most teams come to an agency once the workflow needs conditional logic across more than two systems, error handling, or an AI agent making decisions, which is where DIY no-code setups tend to break down.
A single focused workflow is typically live in one to two weeks. A full automation system, with an AI layer, monitoring, and integrations across multiple tools, typically takes four to eight weeks and is timed during the audit call.
Yes. We connect the CRM, database, spreadsheets, email, Slack, and private APIs you already run rather than forcing a new stack. Most builds are integration-heavy by design.
Either a clean handover with documentation and a working session for your team, or a maintenance retainer where we watch the monitors, handle API changes, and extend the system as your process evolves.
They overlap. Agent development is one of the services an automation agency delivers, building autonomous agents for complex logic, alongside workflow automation, API integration, and RAG pipelines. If you already know you need an agent specifically, our AI agent development page covers that scope in detail.