When no tool fits,
we build the one that does.
Custom AI agents designed around your workflow and wired deep into your stack.
Some problems do not fit a box. The workflow is yours, the systems are yours, and every off-the-shelf tool gets you eighty percent of the way and stops. We design and build bespoke agents from the ground up, integrated deep into your data and tools, to run the end-to-end work nothing on the market handles, then test, document, and maintain them for you.
Start with Maggie for €3.99. Built around your workflow, your data, and your stack.
The tool doesn’t exist, so the work stays manual.
When your workflow is genuinely unique, generic tools leave gaps, and your team quietly fills them by hand. These are the signs you have outgrown off-the-shelf.
Every tool gets you 80% there
You have tried the platforms, and each one almost fits before it hits a wall your business cannot work around. The last stretch is exactly where the value is, and it is the part nothing off the shelf handles.
Your workflow is genuinely yours
The way you do this is a real advantage, not a quirk to flatten into someone else’s template. A bespoke agent is built around how you actually work, not the other way around.
The value is locked in your systems
The data and context that would make an agent powerful live in your own database, internal tools, and documents, exactly where generic products cannot reach.
A multi-step process eats real time
A long chain of steps across several systems runs by hand every day. It is too specific for a simple automation and too valuable to leave manual.
Experts stuck running the machine
Your most capable people spend hours executing a complex process instead of improving it. A custom agent runs the process so they can do the thinking.
Your tools refuse to talk
The systems that would need to work together simply do not, so people become the integration. A custom build wires them into one coherent workflow.
Agents shaped to your problem.
When the work is unique, the agent should be too. These are the kinds of bespoke systems we build from the ground up.
Agents around your workflow
Designed from the ground up to run your specific process, not bent to fit a template built for someone else’s business.
Deep integrations
Wired into your CRM, your database, your internal tools, and your APIs, so the agent works across the whole stack instead of one corner of it.
Multi-step automation
Agents that carry a long, branching process end to end, making decisions and handing off cleanly where a human is needed.
Works with your data
Grounded in your own documents, records, and domain knowledge, so the agent reasons with the context that actually matters to you.
Domain-specific assistants
An assistant that understands your field and your operation, trained and tuned on how your business really runs.
Yours to own
You own the agent, the code, and the data. No lock-in to a platform that can change the rules or the price on you later.
Custom doesn’t mean starting with code. It starts with the process.
The temptation with a hard problem is to jump straight to building. That is how teams end up with an expensive, clever agent that automates a broken process beautifully.
The code was never the hard part. Understanding the workflow, the edge cases, and where a human has to stay in the loop is. An agent built on a process nobody mapped just fails in more sophisticated ways.
So we learn how the work really happens first, fix the process underneath, and only then build the bespoke agent around it, deep into your stack.
That is why we scope before we build, every time.
Jumping straight to a custom build
You commission a clever agent before anyone maps the real workflow, and it automates a broken process at a high price. Money spent, the underlying problem untouched.
Process first, then the bespoke build
We map the workflow, fix what is broken, and scope it honestly, then build, test, and document an agent that fits the real process, integrated deep into your systems.
Wired into whatever you run.
A custom build is not limited to a list of connectors. If your team can reach a system, we can usually wire an agent into it.
If your team can reach it, we can almost certainly integrate with it. The audit confirms it.
Powerful, but yours and accountable.
A bespoke agent with deep access to your systems has to be built responsibly. We design for ownership and safety from day one.
You own what we build
The agent, the code, and the data are yours. We build it around your business and hand it over, with no lock-in to a platform that can change the terms on you later.
Security and access, handled
Deep integrations are built with least-privilege access, clear logging, and a human in the loop where it counts, so a powerful agent stays a safe one.
We build practical guardrails, not legal advice. On security and compliance we work alongside you and your own counsel.
Your AI guide for scoping a custom build.
Maggie is the friendly AI assistant who kicks off your project. She asks smart questions about the workflow, the systems, and the edge cases, so our human experts arrive already up to speed and can scope the build quickly. Already know exactly what you want? Skip straight to the brief.
- Asks the right questions about the workflow you want an agent to run
- Maps the systems, data, and edge cases a custom build has to handle
- Works at your pace, with no pressure and no jargon
- Hands a complete brief to our experts before your call
From “where do I start?” to shipped systems.
Three clear phases. First we audit and plan, then we build, test, and deliver, and finally we maintain and keep improving what is live.
Find where AI actually fits, and leave with a roadmap you can act on.
- Register, then chat with Maggie solo for €3.99
- Bring the team in for full discovery at €15 per seat for a deeper interview
- A 1-hour expert advisory call is included once team discovery passes €75
- Receive your written roadmap with priorities, timeline, and a quote
Turn the scoped plan into a working custom agent, built from the ground up, integrated into your stack, and tested.
- You pick which agents and integrations to build first
- We send a scoped proposal with fixed, project-based pricing
- We build across milestones with regular check-ins
- You receive a working, documented custom agent ready to run
Once you are live, we keep everything running and keep improving it.
- We fully manage everything we ship for one flat monthly fee
- Token usage is billed at cost with no markup
- Monitoring, fixes, and small improvements are included
- Plans scale with your workload
Scoped to the problem, priced up front.
Discovery is where we figure out whether a custom build is even the right call, and what it would take. You start small with Maggie, and only commit to a build once we both agree it is worth it. Start with Maggie for €3.99, then bring the team in when you are ready.
Start solo
One person sits down with Maggie and maps how the work runs today, no call, no commitment.
- Guided discovery with Maggie, at your own pace
- Maps your process and tools so nothing gets missed
- See exactly where AI could fit
- Upgrade to full discovery anytime
Full discovery
1-hour expert advisory call included past €75
Bring in everyone who runs the work. The interview goes deeper, so your roadmap is built on the whole operation, not one view of it.
- A deeper, more in-depth interview for every seat
- Map every workflow, not just one
- A 1-hour expert advisory call once you pass the threshold
- A sharper, more complete roadmap as a result
Then: your full audit
Around €1,200–€1,800, scoped to your operation
After discovery, your complete tailored roadmap for your custom agent, delivered in writing. We scope and price it to your operation, and only get to work once we both agree the opportunity is real.
- A clear scope of what the agent will and will not do
- A step-by-step build roadmap with timeline
- The exact systems and data it will integrate with
- A fixed, project-based quote to build and run it
Frequently asked
How is this different from the configurable agents you deploy?+
For many needs, a proven third-party agent platform tuned to your workflow is the faster, cheaper answer, and we will tell you when that is the case. A custom build is for when your problem is genuinely unique and the off-the-shelf options leave real value on the table. The audit is how we figure out which one you actually need.
I already know exactly what I want built. Can I skip ahead?+
Yes. If you have a specific agent in mind and know the systems it needs to touch, tell us what to build and we will scope it directly. Discovery with Maggie is there for when the problem is clearer than the solution.
Do I own the agent and the code?+
Yes. You own the agent, the code, and the data. We build it around your business and hand it over, with no lock-in to a platform that can change the price or the rules on you later.
How do you handle access to our systems safely?+
Deep integrations are built with least-privilege access, clear logging, and a human in the loop where it matters, so a powerful agent stays a safe one. We work alongside your team and your own counsel on anything sensitive.
Do I need to be technical?+
Not at all. Most of the teams we work with are not technical. Our experts handle the architecture, the integrations, and the jargon while you stay focused on the outcome you want.
How long does a custom build take?+
It depends on the scope, which is exactly what discovery and the audit establish. You get a written roadmap with a timeline and a fixed, project-based quote before any build begins, so there are no surprises.
Have a problem no tool solves? Let’s build the agent that does.
In a few short steps you will know whether a custom build is the right call, what it would do, and what it costs. Start today with Maggie for €3.99.