We build systems that work. From agents that resolve tasks to modular, intelligent platforms that hold your whole operation. Operational dashboards, automation, customers management — your entire business logic in one place.
The system has three stretches. In: chat, web, payments and calendar arrive on one bus. Core: agents read, decide and act, querying RAG over your documents and memory over what already happened with that customer, while workflows execute the repeated steps; everything writes to a single database holding one version of each customer, each payment and each booking. Out: a dashboard to look at and a set of actions to charge, book and notify. What gets resolved travels back up the right-hand side into memory and retrieval.
Right now your data lives in different places: the chat, the spreadsheet, the payments system, the form on your site, the calendar. We bring it in, reconcile it, and leave it in one dashboard that tells you what you need in order to run the place.
Five sources feed the core — chat, spreadsheet, payments, web form and calendar. The core normalises and de-duplicates, and the dashboard shows active customers, payments this month, occupancy by time slot, and recent activity.
Support, scheduling, follow-up and notification, directly in our platform. With memory, tools and continuous evals, so you know what the agent does, how it answers, and when it needs work. Agents live in WhatsApp, Slack, Discord, Telegram, email, or internal channels built into our systems.
We turn scattered processes into a platform designed around how your business actually works. Your experience with what we build is what matters most to us.
When you need to go beyond what exists — add AI, or extend what our systems already do — the ground is already laid: products, integrations, agents and internal systems built to grow.
We ship AI agents with access to virtual machines, evals, observability, live monitoring, automated processes, internal assistants, and tools for you to create and change your own agents and internal workflows.
An academy with evening classes. The enquiry lands when there is no longer anyone watching the phone, and the system carries it all the way to payment without waking anyone. This is that run, step by step.
Finished
The customer's channel
Hi! I'd like to start. Are there classes on Tuesday evenings?
Yes. Tuesday at 7:00pm or 8:30pm. Which suits you better?
8:30pm works for me
Done — you're booked for Tuesday at 8:30pm. Here's the link for the first instalment.
What the agent did
The steps, over time
Run total3.26 s2.8k tokensUS$ 0.010
The academy's dashboard
Sofía G.Tuesday 8:30pmPaid
Industry by industry, the system you need built.
Members, per-class attendance, belts and gradings, recurring dues and automatic overdue reminders. Who stopped showing up, before they are gone.
Sign-upAttendanceDues
Enquiries arriving on any channel, quoted and followed up without losing one. Itineraries, deposits, instalments, and the state of every booking on one board.
EnquiryQuoteBooking
Per-term enrolment, seats per workshop, attendance and dues. An agent answers schedules and availability so nobody interrupts a class to reply.
EnrolmentCapacityDues
Qualified leads, viewing calendar, a record per property, and follow-up on every prospect. The agent filters and books; the advisor only steps in where there is real intent.
LeadViewingListing
Briefs, content calendar, client approvals, and per-account reporting. Less back-and-forth in chat, one source of truth per project.
BriefCalendarApproval
Appointments with reminders, automatic rescheduling, payments and records. Fewer no-shows, and a calendar that refills the slots that open up.
AppointmentReminderRecord
Catalogue, sellers, moderation, payments and commissions. Agents that review listings and answer questions before they reach a person.
ListingModerationCommission
Class booking, seats per time slot, passes and plans, and several locations under one operation. Built for independent functional trainers too.
BookingCapacityPass
Calendar per professional, deposits, reminders and rebooking. The agent replies, offers the next open slot and confirms, while the salon works.
AppointmentDepositRebooking
Production pipeline, deliveries, reviews and client approvals. Every project with its status, its files and its history in one place.
ProductionReviewDelivery
If your industry is not on the list, it probably still fits. Write to us and we will look at it.
We know systems; you know your business. So we work side by side on every decision: to understand how your operation actually runs, head in the right direction, and end up with the product you need rather than the one we imagined.
You walk us through your operation as it really is: what you do, with which tools, and where it breaks.
We propose the smallest system that solves that, and tell you what is being left out and why.
You review the scope with us. No business decision gets made without you at the table.
We deliver it running, you use the product with your own data, and we adjust from your experience rather than from what we assumed.
We do not pretend to know your industry. We learn it with you and bring the engineering.
Seven specialist agents and one human, building software.