ES
Recent use cases

Our process, put to work.

Agri-genetics · Colombia
A shared operating system for a production and export business, run by people and agents together
One source of truth behind every dashboard, bot and report. Inputs from three partner organisations pass through a single gate and are accepted or quarantined, never slipped in. Staff and partners work from their own seats alongside nine agents mapped to real team leads; a request approved in the team chat is built, tested and deployed by an agent, with a one-tap revert.
26M+
Units tracked across 3 countries
9
Agents working alongside the team
Architecture · Portugal
Nightly tender and lead scanner for an architecture practice
Public procurement portals and industry news across Europe, Latin America, Africa and the Middle East, scanned every night. A model scores each opportunity for fit and value. When the partner flags a miss, the flag becomes a training example and, once a pattern repeats, a new filter. A ranked digest lands before the working day starts.
30
Sources monitored
7,800+
Opportunities ranked
Sports Events · Switzerland
Operating platform for a global running event, built ahead of the raise
One source of truth feeds seven audience views, from the public site to the founders' room, and a build check stops any confidential fact reaching the wrong audience. An investor-relations agent answers from the same source; a club and host-city CRM, a daily intel email and a founders' bot run alongside it.
590+
Running clubs mapped
18
Host cities in one CRM
Sports Media · Spain
Live-graded prediction game for a football world tournament
Players predicted scores and scorers in private pools and staked virtual coins. Live score feeds and AI web search graded every match automatically, re-scoring whenever late data corrected a result. Built by a five-agent team, with a person approving every deploy.
104/104
Matches graded automatically
3,500+
Predictions scored
Consumer E-commerce · United States
Launch stack for a direct-to-consumer brand: waitlist, store, wholesale portal and B2B prospecting
An age-gated waitlist with bot protection, referrals and automated welcome emails, live ahead of launch. Behind it, a store with inventory reservation and card checkout, a volume-priced wholesale portal, and a B2B prospect engine that only sends once a person arms it.
3,700+
Wholesale prospects mapped
1,700+
Contacts enriched
Holding Company · Dubai
AI operating layer for a multi-brand holding group
Twenty-plus agent roles, each scoped to one brand or function, share a mailbox and one command channel. Files, receipts and voice notes sent from a phone are routed to the right agent, and expenses post straight to the ledger. Nothing is saved as a document until a person approves it word by word.
20+
Agent roles in production
3
Sectors run from one system
Carbon Markets · UK
Contract and cash-flow back office for a carbon project developer
Signed contracts, credit earnings and payments in one pipeline, with 30-year forecasts of credits and cash. Bank lines are tied to entity ledgers across two jurisdictions, and every row carries its invoice.
30-yr
Credit and cash-flow horizon
12
Contracts in one pipeline
Biotech · Colombia
Unified data management across a vertical supply chain
Research, production, exports, warehousing, sales — five departments, five methodologies, over 50 document types integrated and standardized into a single system with role-based endpoints.
50+
Document types standardized
0%
Efficiency gain in man-hours
Carbon Finance · UK
Market intelligence database for carbon credit investment and trading
Scraped the entire landscape — issuance records, pricing, project ownership, specs — and structured it into a searchable database built for investment and trading decisions. Queryable by any parameter, conclusions on demand.
0+
Data points structured
10+
Research hours saved per week
Luxury Events · Dubai
End-to-end BD automation for a luxury marketing events company
Automated market intel, opportunity identification, proposal generation, outreach, and follow-up. From manual prospecting to a pipeline that runs itself. Converted leads into sales in week one.
100+
Man-hours saved per month
300%+
Outreach volume increase
Government Affairs · Washington DC
Autonomous OSINT monitoring and reporting engine for a government client
Runs overnight, fully autonomous. Aggregates, verifies, and formats open-source intelligence to exacting specs — right sources, right format, never late. One human review layer before submission.
0%
Cost and man-hour reduction
0%
Human error eliminated
Legal Tech · Spain
Process automation across seven stages for a legal services firm
Thousands of concurrent legal processes — administrative filings, case management, documentation. Automated seven stages end to end, re-architected the database.
28 → 4
Staff required
0 stages
Automated
E-Commerce · Miami
Warehouse management and customer service automation for a dropshipping operation
Fulfillment, inventory, QR labeling, customer service — all automated. Auto-replies, ticket generation, SQL-driven routing, and warehouse workflows running end to end.
6 → 2
Staff required
0%
Ticket response time reduction
EdTech · Miami
Concept2Live — open-source curriculum platform for an education NGO
Fully operational website supporting teachers across ages and subjects. AI-assisted curriculum creation, follow-up metrics by educational style, and analytics — from concept to live product.
$25K
Development costs saved
1 month
Time saved vs traditional build
FinTech · Dubai
Personal finance app with Telegram interface and multimodal input
Rewrote and streamlined the backend — PostgreSQL, security, automated graph generation. Built a mobile-first Telegram bot for data input and output with speech-to-text, image-to-text, and natural language queries.
30 → 3
Days to implement
0%
Development cost reduction
E-Commerce · Miami
360° e-commerce build — branding to backend to launch
Full-stack from scratch. Branding, content, product imagery, front-end, back-end, CRM, stock management — everything except payment processor integration. Eliminated dependency on multiple SaaS tools and services.
Full
End-to-end build
Live
Production site
Forestry · UK
Automated content engine with intel gathering and Telegram control
Replaced the social media community manager role entirely. Intel gathering, content production, distribution across networks — all automated, managed by the marketing director through a Telegram bot.
1 → 0
Staff replaced
Auto
Content production
Open Source · Dubai
Self-improving judge engine for competitive AI coding challenges
Autonomous evaluation engine that judges coding agent battles — scores submissions, ranks performance, and refines its own criteria over time. Hundreds of hours of code, monitoring, and looping that simply couldn't be done manually.
Live
Always-on engine
Auto
Self-improving
Enterprise IT · Mexico City
Context-aware IT support agent for internal helpdesk
AI agent trained on company systems, configurations, and internal documentation. Employees talk to it directly — diagnoses issues, walks them through fixes, resolves tickets without escalation.
3x
Self-fixed ticket ratio
3 → 1
IT support staff