Understand the work. Build the foundation. Fit the intelligence. Make it stick.
How it’s really done
What comes in, who does what, where delays and errors happen, who approves, and what “finished” means. We sit with the person who does it best.
Records and systems in order
Data, integrations and platforms in your name, connected to the tools you already use. A clever tool on a shaky base just makes a mess faster.
AI where it adds something
AI for reading, judgment support and noticing. Fixed logic for anything that must be exact. A person confirming every result that matters.
Used, measured, handed over
We build with the people who’ll use it, measure the difference against how the work was done before, and hand over the know-how.
Four things you can count on.
Scoped before we start
You know what you’re getting and what isn’t included, in writing, before work begins.
Built in your name
Your methods, data, code and accounts are yours from the first day. We never resell hosting or software.
People stay in charge
Automate what can be safely defined. Assist where judgment helps. Keep human authority where responsibility demands it.
Handed over with the know-how
We teach as we go. The job is done when your people can run it without us.
Find the workflow. Make the intelligence specific. Measure the outcome.
The strongest first project isn’t a company-wide AI program. It’s one real workflow where generic AI isn’t enough, and where better execution can be shown.
Identify: Find a meaningful workflow: recurring work, avoidable cost or a missed follow-up that matters enough to fix.
A good first workflow has
A situation that comes back often
Clear inputs and a named owner
Real consequences for quality or cost
Enough real examples to test on
Clear exceptions and approval rights
An outcome you can measure
How a Specific AI engagement is structured
Your first workflow: Start with one workflow. We build it around your real work, you try it, and you only pay if it works. After that, an engagement has up to three parts, each agreed in writing:
Design and implementation (one-time):mapping the work, setting up Bleno, connecting your systems, testing and onboarding.
Bleno subscription (recurring):access to your configured workflows, agents and the platform.
Usage, support and expansion (as agreed):AI processing, support, new workflows and integrations.
Software your business can own and depend on.
Specific AI needs good software underneath it. When nobody can vouch for that software, we make sure the business can: a review of its health and risks, safety rules for software your own team builds, deployment in your own name, and everyday tools you own instead of rent.
Start with one urgent problem: a software review, a deployment that depends on one person, or a tool you could own.
Put the right controls in place: releases, access, backups, code quality and who’s accountable.
Add regular reviews as your software grows.
Active support after handover.
Your first product, the same way.
Foundation Sprint
We learn your market, your users and your idea, and agree what to build first.
Build
A full team in your Slack and standups. Your first version is live in 8 to 12 weeks.
Guide
We help you decide what to build next and what to skip, including where Specific AI belongs in your product.
Hand over, or keep going
When you hire your own team, everything transfers to them.
We measure the difference in the work, not just the output.
Before we build, we record how the work is done today. Afterward, we test the same work the same way, including the review and correction it still needs.
A good demonstration shows what a workflow did. A good business case shows whether it produced a better result, on how many cases, at what quality and at what total cost. We aim for the second.
We hold our own work to a written standard.
Rules the computer enforces: who can see what, how money is calculated, whether backups actually restore. Not left to memory.
Reviewed by someone else: nothing we build is reviewed only by the person who built it.
Anything that goes wrong twice gets an automatic check, so it can’t happen a third time.
Uncertainty is shown, not hidden: missing data, mismatches and failed connections are flagged instead of covered by a confident answer.
Seven rules that decide what we do on a normal Tuesday.
A small business isn’t a small enterprise
We work from what an owner-led business actually is: tight budgets, no IT team, and a crew that has watched tools get bought and abandoned.
Trust comes before training
Meet people where they already work, prove something early, and let them shape the system. People stand behind what they helped build.
Foundations before AI
Reliable records first, then written methods, then workflows, then agents.
No AI for the sake of it
Where plain software is enough, we use plain software, and we’ll say so.
Out of the owner’s head
How the business runs moves out of one person’s memory and into a system that works when they’re not in the room.
We hand over the keys
The job is done when you can run it without us.
Weeks, not years
You should see a working first result in weeks, on a real budget. If the first result is a year away, the plan is wrong.
Said up front, so there are no surprises in month three.
We don’t decide what gets built.That’s always your call.
We don’t make professional judgments for you.Your engineers, accountants and managers decide. Our systems flag and route.
We don’t certify calculations or financial statements.Your named expert signs off, and the system records it.
We don’t do penetration testing or security certification.We’ll tell you when you need one.
We don’t give legal advice.
We don’t take work where the technology itself is the hard part, like very high-scale or real-time systems.
The ones we hear every time.
Do we need an AI strategy first?
No. You need one real gap and the person who owns it.
Do we have to replace our software?
No. We connect to the systems you already use. Where a system is missing or can’t be trusted, we can build it.
What if we have nobody technical?
That’s most of our clients. You need one person who can make decisions about the work.
Can we try it first?
Yes. Construction workflows run at constructions.bleno.io, finance workflows at finance.bleno.io, and export workflows at exports.bleno.io.
Will AI make decisions without us?
No. Some well-defined steps can be automated. Anything involving money, contracts or customers waits for a named person.
What does it cost?
Your first Specific AI workflow is scoped with you, and you only pay if it works. Own Your Stack work and founder products are scoped and priced before anything starts.
Who owns what you build?
You do. The methods, data, code and accounts are yours.
What happens when we want to stop?
You stop. Everything stays yours, with the documentation to carry on.
Start with one conversation and one real gap.
Which recurring piece of work would you most like to make faster, clearer or more consistent? Or what do you need built? Tell us, and we’ll tell you the first step and whether we’re the right people for it.