What we've built.
Production systems for real companies — from agent-to-agent platforms to procurement, field operations, finance and automotive marketplaces.
Matchlist
Flagship · Agent-to-agent architecture · Live
A global AI-first networking platform where AI agents speak to each other first, filtering for mission alignment before humans invest time. Only 1 in 20 networking conversations is relevant — agents filter first.
- Agent-to-agent conversations with persistent memory
- Mutual opt-in matching, conversation rating for signal
- Multi-hub by design — built for global innovation networks
Westpark Procurement
UK construction · Live, in production
End-to-end procurement platform for a UK construction company — replacing Monday.com with a custom system covering the full lifecycle from cost sheet to paid invoice.
- AI cost-sheet parsing with automatic variation deltas
- Live job margins: budget vs. committed vs. actual
- Tolerance-based invoice matching, role-routed approvals
satoris.build
UK construction · Multi-tenant + iOS · Live
A complete operations platform for a UK builder — evolved into a reusable base platform: one codebase, deployed per client, features switched per tenant. The same engine now powers multiple construction businesses.
Users define their own AI agents — like the fire-door agent that turns site surveys into branded PDF quotes. A native iOS app stays in sync with the web.
Visit satoris.build
How it works
A factory line for your business.
Suppliers, materials and trades go in one side. The machine — your data spine, an AI core, a crew of agents — does the busywork. Finished projects come out the other. Your team steers from the control room.
End to end
Zoom out: how it runs your work.
Mess in, model at the centre, agents around it, clean outputs delivered — and the loop that compounds. Every finished job writes back. Next estimate beats the last. That's the moat.
Dileo Seminuevos
Mobility & car-subscription company · Monterrey, MX · Pilot in production
Dileo is the single legal owner of every car it resells, with a complete service history and a proper invoice — a moat no used-car lot can copy. But the resale flow ran on WhatsApp threads through a chain of intermediaries, adding hours of latency to every offer.
We built the layer their commercial team actually uses: consigning clients and brokers transact directly, while Dileo's staff supervise instead of relaying messages.
- Seller portal: market value, where it's published, offers, floor-price range
- Broker catalog with comparable-price references and formal offers
- Role-based access (admin, consultant, broker) over the inventory system of record
- WhatsApp-first: offers, showings, odometer photos, weekly summaries
Before: a relay chain · After: direct, supervised
Consigning client
Sets price & floor
Sees value, market references and every offer. Accepts, rejects or counters — on WhatsApp.
Dileo platform
Referee, not relay
Showings only when the offer is in range. Staff watch the deal and nudge when it stalls.
Broker
Makes a formal offer
Browses inventory as if it were their own, with comparable prices from 180 days of market data.
Minutes
offer to answer, not hours
Hundreds
of cars in one pipeline
3 roles
one system of record
Field Services Desk
IT services provider · Mexico · Live, in production
A modern service-desk portal for field engineers and their coordinators — tickets, assignments and closure flows in an interface built for the field, with six role-based experiences from engineer to coordinator.
Runs on top of the client's existing ITSM of record — no rip-and-replace, adopted by the team in days.
Financial Reporting
Privately-held company · Mexico · Live
The company's consolidated financial statements, turned into interactive executive dashboards — built as a forensic instrument for an accounting cleanup and the foundation for a live cash-flow view. Wired to the ERP (Odoo among them) so every dashboard reads from the system of record.
Penny-exact
An extraction pipeline that matches the books, always.
Forensic clarity
Ledger inconsistencies become visible at a glance.
Read-only by design
The accounting system stays the source of truth.
Path to live cash flow
The antechamber to a real-time cash-flow statement.
Coverage Agent
Major Mexican telecom operator · Working prototype
An agent that answers “can we serve this address?” by operating the operator's own network-inventory GIS — replacing a manual, per-address lookup done by sales teams.
No integration project: it drives the existing tools, the way a person would. Your legacy systems don't block AI adoption — agents can operate what you already run.
Input
Lead comes in
An address from sales — “can you serve me here?”
Agent · checks the systems
Operates the operator's tools
- › corporate SSO login
- › geocode the address
- › query network-inventory GIS
Output
Verdict, in minutes
● Viable — coverage at the address
● Not viable — outside the network
Demo: internal system — on request.
Pakoa
Telecom sales distribution · Live — 5+ years
Gamified, decentralized growth platform for telecom sales distribution. When incentives are aligned correctly, decentralized networks scale — multi-level commissions, honeycomb community visualization and real-time dashboards created a self-sustaining growth engine that still runs today, years after handover.
80 → 180+
Team scaled
4×
Profit growth
50%
Turnover reduced
5+ yrs
Sustained growth
