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Work — five competencies

Selected systems. Built to work.

Five competencies, five working systems. Each preview below is running live on this page.

01 Real Estate Technology

Real Estate Technology

Estate Radar: developer feeds, owner submissions and imports become one property record behind the marketplace, AI search and Cockpit/CRM.

Estate Radar

  • Marketplace
  • AI Search
  • Cockpit/CRM
  • Data Platform
  • property database
Open the system
Sources → intake → discovery → operationsRossi · natural language“sea-view villa, 4 beds, Limassol, under €1.6M”matchedDeveloper feednightly exportOwner sourcedirect submissionStructured importpartner sheetIntakeone door inNormalisefields resolveDeduplicate2 records → 1Source keptorigin attachedreal listing mediaCanonical propertyER-2481TypeVilla · 4 bedsPrice€1.45MAreaLimassolStatusAvailableSources attachedfeedownerimportEnquireMarketplace4 beds · 1.2–1.6M · LimassolVilla · 4 bedsLimassol · €1.45MApartment · 3 bedsGermasogeia · €690KPenthouse · 2 bedsAmathus · €980KMapER-2481Limassoldistrict · source locationCockpit / CRMPERSONLEADOPPORTUNITYDEALER-2481brokerfollow-upOne property system, end to end.

02 AI Factories

AI Factories

Harley Factory: multi-model orchestration, agents and production pipelines, with independent review before anything ships.

Harley Factory

  • Multi-model orchestration
  • Governed AI workflows
  • Agents
  • Production pipelines
Open the system
Intent → lanes → review → verify → releaseWork orderWO-114Acceptanceexercised at runtimereviewed by a second personreview record kepttestsruntime readbackread at runtimeArchitecture boundaryOrchestratorbounded tasksArchitectFrontendBackendDataReviewQABrowserchange #4186 files · reviewableIndependent reviewsecond reviewerfinding FF-7 routed backrework before releasecorrectionfinding applied · re-testedIntent → reviewed release.

03 Telegram Systems

Telegram Systems

Groups, bots and mini apps become one managed network with policy, human review and operator control.

  • Telegram infrastructure
  • Bots
  • Mini Apps
  • Publishing & payment systems
  • Moderation
  • Network analytics
Open the system

Telegram Systems as one system: groups, channels, bots and Mini Apps form the network; policy and moderation classify events; uncertain cases wait for a person; publishing, payments and CRM data act on the same network; audience, overlap, activity and reach are read separately.

04 Automation Systems

Automation Systems

One run token moves through trigger, context, creation, review, approval and delivery — and leaves a receipt.

  • CRM
  • Databases
  • Integrations
  • Workflows
  • Operational automation
Open the system
Trigger → context → rules → review → delivery → readbackOne run, one token: every state it passes through stays visible.TriggerContextDataRulesAIHuman reviewCRM / DBExternalDeliveryReadbackdestination draft Brejoins before deliveryapproval gateReceiptrun id · destinationsattached to the runWork moves, and leaves a receipt.capability patternsLead routingCRM workflowContent pipelineApproval flowData processingNotifications

05 Marketing & Creative

Marketing & Creative

Real campaign creative in native formats, connected to campaign structure, validated leads and broker follow-up.

  • Meta & Google
  • Campaigns
  • Creative production
  • Video & motion
  • Content systems
Open the system
Real 4:5 feed creative produced for a property campaign
4:5 feed
Real square campaign creative from a carousel set
1:1 carousel
Authorized property campaign hero frame
campaign frame
  • Distribution
  • Instagram
  • Meta
  • Google
  1. Distribution
  2. Lead form
  3. Validated · deduped
  4. CRM
  5. Broker follow-up
  6. Delivery

One property → positioning → native creative → distribution → validated lead → CRM follow-up.

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Work — five competencies

Built to work.

Five competencies. Open one to see the system running.

Have something to build?

Start a project