// ai operations layer · custom-built
The repetitive work running your teamshould be running itself.
Custom AI agents that take the grunt work off your people, across support, sales, finance, and ops. Built around your stack, hardened like infrastructure. We build it, and we run it with you.
15 minutes, no deck, just the working machine.
// your week
Your best people spend the week on work a system should be doing.
Every business runs on the same hidden tax: repetitive work. Tickets answered, leads chased, invoices keyed, reports stitched together from five tools. It scales with the business, your team doesn't.
Most of it depends on someone remembering, or someone not quitting. The hot lead waits. The invoice sits. The report gets pulled by hand at midnight. And the one person who knows the process is the bottleneck for all of it.
You're working in the business, not on it. That's not a tooling problem. It's a systems problem.
every line above is work an agent handles on its own. the system catches each one.
// the track record
Most AI automation fails. Not because AI can't do the work, because the wrong thing gets automated, rented, and pointed at a generic template.
0%
of enterprise GenAI pilots show no measurable P&L return. The ROI that does exist is in back-office automation, the exact work this replaces, not another sales tool.
MIT NANDA, The GenAI Divide: State of AI in Business, 2025
0%+
of agentic-AI projects get canceled by 2027, killed by cost, unclear value, and “agent washing.” Hardened, scoped, and custom-built is the opposite of a hyped POC.
Gartner, June 2025
// who it's for
Built for your business, whatever your business is.
Every business runs on the same repetitive work: tickets, leads, invoices, follow-ups, reports. We map yours, build the agents that take it off your team, and run them with you. Same custom build, every industry.
Not listed? If your business has repetitive work worth taking off your team, it's a fit. see all solutions →
// build it with ai, live
Describe your business. Watch AI map your automation.
You don't need to know AI. Type one line about the work that eats your week, and watch a tailored blueprint draw itself: the agents, the flow, your ROI. Free, instant, no email wall.
// no black box
No black box. You see every run.
Custom-built for your business, not a tool off the shelf. Built around the stack and tools you already run. Security is the product: hardened from day zero, and risky moves wait for your approval. Every run is visible in your own cockpit, every line of code readable. We build it, and we run it with you, on the rails you define.
- ticket triagesupport questions answered and routed before a human has to touch them
- lead handlingevery lead caught, qualified, and followed up, nothing goes cold
- invoice processinginvoices and bills read, coded, and written straight into your books
- document workdata pulled from PDFs, forms, and emails, no more manual entry
- reportingthe weekly report built from your tools, not by hand at midnight
Everything writes back into the tools you already use, your CRM, your Slack, your helpdesk, your books. Not another dashboard to babysit, and no brittle Zapier glue that breaks silently.
- the repository, every line readable
- architecture + ops documentation
- secrets vaulted, never in the code
- a recorded walkthrough of the build
- a runbook for when something changes
- self-healing debug layer
- ongoing operations, monitored and hardened with you
this is exactly what the build looks like from the inside. nothing hidden.
sample build manifest · rendered preview
// rent vs custom-built
The choice was never expensive tool versus cheap tool. It's a rented black box you can't open or move, against one system built for your process that we run with you.
| rent it · the stack today | custom-built · the sponte layer | |
|---|---|---|
| what's inside | A black box. You can't read it, change it, or see why it did what it did. | Open code you can read and inspect, every line. No black box. |
| who runs it | Ten vendors, each running a piece you can't open or change. | One system, built around the stack and tools you already run. |
| when it breaks | You wait on support, or it breaks silently like Zapier and only you understand it. | Full docs, a self-healing layer, and every run visible in your cockpit. |
| if they vanish | The function dies with the vendor. | Standard infrastructure, fully documented. Any competent engineer can pick it up. |
// security is the product
We built a guard, not a gambler.
A black box touching your customers, your money, or your data is terrifying. It should be. So the system is built to make the risky parts safer, not bet on them. Not a tagline, a set of guarantees you can read and switch off.
RLS as a database guarantee, not app-code hope. One customer's data never bleeds into another's.
Least-privilege role behind a policy gate. The agents only do what they're scoped to. No free-form actions on the systems that touch money or customers.
Append-only and hash-chained. A readable, tamper-resistant record of every action the system takes.
Revokes credentials on demand. “What if it goes rogue” is one sentence and a demo, not a support ticket.
A checkpoint sits before anything irreversible: a refund, a payment, a public reply. The agent proposes, you approve the risky moves.
every task caught, classified, handled, and logged. nothing falls through the cracks, and the risky moves wait for a human.
// the perimeter
Open code. A short list. No black box.
Every line of the build is readable and inspectable, and most third parties never touch the path at all. Our sub-processor list is short, and we publish it in full, every provider, its purpose, its region.
read the published sub-processor list →Blast radius is defined before deploy, not discovered after. The support agent can answer a ticket and draft a reply. It cannot issue a refund, touch billing, or read another customer's data. And one switch revokes its keys.
// the math
Against zero, the price stings. Against what you bleed, it pays back fast.
Every owner lives in payback periods, so do the math out loud. A single hire is €3,500+ a month, every month, before the tools and the work they still can't get to. A build is scoped work with a number you see up front. Drag your real numbers in.
// your numbers, monthly
hours your team loses to tasks an agent could do, at a loaded rate
the apps you rent to patch the gaps between systems
manual tasks you pay someone else to do every month
the headcount you add when the work scales
your assumption · the real number is scoped on the call
// what you bleed
payback€4,200 / mo
recurring spend the system absorbs
the build pays for itself in
1.2 mounder 3 months
custom-built around your stack, hardened like infrastructure, and we stay to run and harden it with you.
this is your cost math with your numbers. we never state how many meetings you book or what your clients close. we guarantee the build, not a pitch.
// how a build works
We fix it before we automate it.
Four steps, ending with a system built around how your business actually runs. And we stay to run it with you.
- // audit01
Map the flow, find what's broken
A paid workflow audit. We map how the work actually runs in your business and surface what's leaking before anyone writes a line of code.
paid front door - // fix02
Repair the process first
We fix the broken handoffs before we automate them. You don't 100x a broken process, you fix it, then wire the machine to it.
- // build03
Built around your stack, hardened
Wired into the tools you already run, RLS and deny-by-default from day zero, an audit trail on every action and a kill switch you hold.
- // run04
We run it with you
Repo, docs, a recorded walkthrough, the runbook. Then we stay: monitored, hardened, and improved on the rails you define.
run with you
// pricing logic
Priced by scope. Fixed before we build.
Every build is custom, so a list price would be a guess. The number follows the scope, set on the call, before anything gets built.
scope → number → fixed
Scoped to one workflow, custom-built for how your business actually runs. Hardened like infrastructure, and we run it with you. The exact investment gets set on the call, from the scope, and fixed before we build.
- scoped to your highest-pain workflow first
- built around your stack and tools
- hardened: RLS, deny-by-default, audit trail, kill switch
- no black box: code, docs, and every run visible
- scoped on the call, before anything is built
A paid workflow audit
Start here. We map your workflow, find the leaks, and scope the first build. No commitment to build past it.
We build it, we run it
Monitored, hardened, and improved on the rails you define. Nothing changes without your approval, and you see every run.
// proof
No client logos yet. That's the deal, and it's the honest one.
You'd be early. So instead of a testimonial slider you can't verify, the proof runs live on your real data on the call. You decide from what you see, not from what we claim. When the first builds ship, real before-and-after numbers land right here.
No stock logo wall. No testimonials from companies you can't find. When proof exists here, it'll be named, linkable, and yours to check.
$ ls proof/builds
// no client builds shipped yet
$ book --audit-call
→ a working agent runs on your.workflow
this section swaps in named builds with before/after numbers the day they exist. never faked, never borrowed.
// the objections, named
The fears you'd raise on the call, answered before it.
Every one of these is a real thing operators say. We name it in your words, then point at the structural fix, not a reassurance.
A black-box AI touching my customers or my money is terrifying.
Good. It should be. That's why the risky moves, a refund, a payment, a public reply, sit behind a human checkpoint, and every agent is scoped before deploy so it can't act outside its lane. We make the fragile parts safer, we don't gamble with them.
I've been burned by AI before. The last tool we tried was a toy.
That was a rented black box pointed at a generic template. We agree most of it is slop. We don't pitch it, we build a working agent on your real process first and you decide from what you see.
Can I even maintain a custom system? I'm not technical.
You don't have to. We run it with you: monitored, hardened, and improved on the rails you define. And because the code is readable, documented, and built on standard infrastructure, with a recorded walkthrough and a self-healing debug layer, any developer could pick it up.
It's too expensive.
Against zero, sure. Against a hire's monthly salary, the overlapping tools you rent, and the work you outsource, the math changes fast. Drag your real numbers through the calculator and see where it lands for you.
I could just build it myself in n8n or Zapier.
You could. Then you've bought yourself a maintenance job, and it breaks silently the day an upstream API changes. We build it, harden it, document it, and run it with you, so it keeps running without eating your week.
What if it goes rogue near my customers or my money?
One sentence and a demo: a kill switch that revokes credentials on demand, plus a deny-by-default policy gate so the agents only do what they're scoped to. Irreversible actions wait for a human. Not a support ticket.
Is my data safe?
RLS tenant isolation as a database guarantee, vaulted secrets, an append-only hash-chained audit trail, and a published sub-processor list. One customer's data never bleeds into another's, and most third parties never touch the path at all.
How are you different from a generic AI-agent agency?
Three ways. One, we build for your actual business, accounting, legal, e-commerce, automotive, agencies, whatever you run, not one off-the-shelf template. Two, it's custom-built around your stack, hardened like infrastructure, and we run it with you, not a rented black box. Three, our sub-processor list is published in full, every provider, its purpose, and its region. You can read every line before you commit.
Who actually touches my data, and where does it live?
We publish the full sub-processor list, every provider, its purpose, and its region, in the data processing addendum, so there's nothing to guess. The list stays short, because the architecture keeps most third parties out of the path entirely.
// of your own accord
Built around your stack. Runs on its own.
15 minutes, no deck. We build a working agent on your real workflow and you decide from what you see. You'd be early, and that's the whole offer.
sponte.ioSponte.io is Latin for of your own accord. A system that runs on its own.