Loading service...
Loading service...
We build the AI agent and n8n logic for one process your team still runs by hand, test it on your real cases, then connect it to your stack. Most builds take a few weeks, depending on how many systems they touch. Only need your existing tools to share data? See workflow automation across the tools you already run.
Free 30-min call. Not sure it is worth automating? We tell you if it should be a workflow, an agent, or stay manual.
Built for a sample of 40+ named companies. See the client list.
Teams we ship for






The new AI software engineering
The bottleneck moved to orchestration. Claude Code is the brain, MCP plugs into your stack, E2B sandboxes every action. One of our engineers ships like three normal hires. See how we build, automate, and ship on every engagement.





Generic automation platforms limit you to templates and task caps. When your processes are not generic, you need workflows built for your logic, your data, and your scale.
At AY Automate, one senior engineer directs a fleet of AI agents using n8n and custom code to build systems that run your critical business logic around the clock, tested against real cases before they touch production. When the build includes an agent, it goes through our AI agent deployment process: scoped permissions, secrets handling, eval gates and rollback.
Production-grade workflows with custom nodes and error handling
Multi-step logic that executes without manual triggers
Your processes run day and night, not just business hours
These are the recurring places we find hours of manual work hiding, across the teams we build custom automation for. Support is a common first build, and our customer support automation workflow shows how triage and drafted replies roll out with human review first.
Order routing, inventory sync, and return processing that stops manual entry between your storefront and fulfillment tools.
Client onboarding, reporting, and status updates handled without a project manager copying data between tools by hand.
Account provisioning, welcome sequences, and usage alerts triggered the moment a signup or upgrade happens.
Numbers pulled from every system into one dashboard or document on a schedule, with no manual export and import.
Form parsing and API syncs replace people retyping the same information into a second system.
Ticket routing, escalation logic, and follow-ups handled by agents that read context before acting.
We map your value chain, find the choke points, and replace them with automation built to hold up under real load. The result: fewer errors and ROI you can actually measure.
| Focus Area | What We Build | Outcome |
|---|---|---|
| n8n Automation Experts | Custom nodes, error handling, and scalable execution | Production-grade workflows |
| Autonomous Agents | Multi-step logic that runs without manual triggers | 24/7 business logic |
| Bottleneck Elimination | Process mapping and targeted automation | Measurable ROI |
The same four phases apply whether the build is a single n8n workflow or a multi-agent system. Support after launch can continue on our automation maintenance and support plan.
01
We map the current process end to end, find where time and accuracy leak, and score which steps are worth automating first.
02
We design the workflow or agent logic in n8n or custom code, matched to what the process needs instead of a fixed template.
03
We connect the automation to your CRM, database, or internal tools and test it against real cases before it touches production.
04
We monitor the automation after launch, fix edge cases as they show up, and extend it as the process changes.
An honest look at the three routes teams take, and where each one holds up.
| Approach | What you get | Where it breaks down |
|---|---|---|
| No-code templates | Fast setup for a simple, single-tool task | Breaks down once the logic branches, needs conditional steps, or has to talk to more than two systems |
| Hiring in-house | Full-time ownership of automation and maintenance | Slow to hire, expensive to keep senior enough to build past basic scripts, and a single point of failure when they leave |
| Custom automation (our approach) | Workflows built around your logic, connected to your existing stack, tested before launch | Costs more upfront than a template and needs a scoping call to size correctly |
Your business logic is not simple, so we do not build simple workflows. We engineer n8n systems that handle conditional branches, retries, webhooks, and integrations with your existing stack, so one workflow replaces dozens of manual steps.
Do not take our word for it. These are custom automations and n8n workflows we built that saved thousands of hours for B2B teams.
Bring one repetitive task. We tell you if it should be an n8n workflow, an agent, or left alone.
Related
n8n design, audits and handover.
Roadmap first, build second.
Estimate hours saved and payback.
Don't take it from us
Real founders. Real cameras. No scripts. Different scales, same agent stack.

Elie Salame
COO · Adstronaut.io







Elie Salame
COO · Adstronaut.io




Book a free 30-min call and we will map the highest-ROI automation opportunities in your operation. You leave with a practical workflow roadmap, not a sales deck.
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 workflow context, then schedule the call directly on this page.
Recommended services
Custom Workflow Automation
Connect the tools you already run with API workflows, retries and alerts.
AI Agent Development
Build autonomous agents that execute business processes.
Automation Maintenance
Keep your automations monitored, updated, and reliable.
RAG Pipeline Architecture
Connect automations to private company knowledge safely.
FAQ
We build automation around your own processes: n8n workflows and AI agents that route data, update systems and handle repeat tasks. It is custom because we scope your real systems first instead of selling a template.
Yes. Most first builds are one narrow workflow. The free call tells you whether it should be a workflow, an agent, or left manual.
We map your current workflow, identify the highest-friction manual steps, and show which processes are worth automating first.
No. We use n8n where it is the fastest reliable path, then add custom code, APIs, agents, and infrastructure when the workflow needs more control.
Yes. We usually connect CRMs, internal databases, spreadsheets, Slack, email, payment tools, and private APIs rather than forcing a new stack.
Simple workflow builds can ship in days. More complex automation systems usually take a few weeks depending on integrations, data access, and testing requirements.
Yes, same work. Custom automation and custom AI automation services describe the same engagement: workflows and agents built around your specific processes, not a fixed template applied to every client.
Both. n8n is our default for orchestration, but the solution is whatever fits: custom code, direct API integrations, or an AI agent layered on top, scoped to what your process actually needs.
A template automation applies the same pre-built steps to every customer regardless of how their process actually works. Custom automation starts from your process, your edge cases, and your data, then builds the workflow or agent logic to match, instead of forcing your business into someone else's template.
Pricing is scoped after the audit call, based on how many systems the automation touches, how much logic it needs to handle, and how much testing the workflow requires before it goes live. There is no fixed package price because no two processes need the same amount of engineering.
We only connect to the tools you grant access to, credentials live in the platform you choose (self-hosted or cloud n8n, or your own infrastructure), and nothing built for one client is reused or shared with another.
Yes. We monitor the automation after it goes live, fix edge cases that show up under real usage, and extend the workflow as your process changes. See our automation maintenance service for details on ongoing coverage.
Custom automation is for one process that needs bespoke logic or an AI agent built around it, such as ticket triage that reads context before acting. Custom workflow automation connects the tools you already run so data moves between them without manual copying. If the pain is judgment inside one process, start here. If it is data stuck between apps, see our custom workflow automation page.
Use an agent when a step needs to read context before acting, like a support ticket, an inbound email or a messy form. Use a fixed n8n workflow when the rules never change. Most builds mix both: the workflow handles triggers, retries and system updates, and the agent handles the one step that needs judgment.
If the task is simple and lives in a single tool, a no-code template is faster and cheaper. Custom work pays off when the logic branches, needs conditional steps, or has to talk to more than two systems. Sometimes the honest answer on the call is that a process should stay manual for now, and we will say so.
We run it against real cases from your process before it touches production, including the edge cases your team already knows about. Failures get retries and error handling in the build itself. After launch we keep monitoring, fix edge cases that show up under real usage and extend the logic as the process changes.
An in-house hire is slow to find, expensive to keep senior enough to build past basic scripts, and a single point of failure when they leave. With us, one senior engineer directs a fleet of AI agents through audit, build, integration and support, and the automation stays monitored after launch instead of depending on one person.
Bring a plain description of the process: what triggers it, which tools it touches, who does it today and where it goes wrong. Screenshots or a sample record help. You do not need a spec. On the call we map the process with you and score which steps are worth automating first.
Yes. Most first builds are one narrow workflow, and the same four phases (audit, build, integration, support) apply when you extend it into a multi-agent system later. Because we monitor it after launch, new edge cases and process changes feed straight into the next iteration instead of a new project from zero.
No. It takes over the repeat steps, such as data entry between systems, ticket routing and scheduled reporting, so your team spends its hours on the work only humans should do. Where a decision is risky, we set the agent to draft and a person approves before anything is sent or changed.