Infinity

Publishes new-build real-estate developments automatically, with its own viewer and the client’s brand.

Vertical: Real estate and banking Solid base

What it is for

Turn the scattered documentation of a new-build development — floor plans, prices, gallery, location, specs — into a published commercial viewer carrying the developer’s brand, with no manual layout work.

What it does

Collects the development’s documentation, reinterprets it and strips the source brand, deterministically extracts prices, plans, gallery, location and documents, generates the description and its translations with a proprietary language model, and publishes an interactive viewer and a navigable map for the end client. An admin panel lets you review and approve each development before publishing it.

Sector

New-build real estate: developers, sales agencies, portals and estate agents.

What it improves

Building the digital showcase of a development today is manual layout, translation and review work repeated development after development. Here ingestion is automatic, the description and translations are generated on their own, and a continuous-learning layer improves each new development from previous corrections.

Target client

New-build developers and sales agencies, real-estate portals and agencies that publish their own catalogue.

Status and maturity

Production-ready platform: operational ingestion and publishing pipeline, public viewer and map explorer, admin panel with review and approval, hot-configurable brand and theme, and a proprietary language model running locally.

Differentiator

The continuous-learning layer: every human correction feeds a knowledge base that reduces the work on the next development, and the whole language model runs on proprietary infrastructure with no dependence on external services.

Commercial fit

Subscription per developer plus a price per published development. Clear pain, results visible in hours, and a direct channel to developers and portals.

Architecture

Layered architecture

A single server orchestrating the ingestion, enrichment and publishing of real-estate developments, with the language model isolated in its own process and a continuous-learning layer that improves each development from previous corrections.

01

Ingestion and rebranding

Collects the development’s documentation, organises it by unit and automatically replaces the source brand with the client’s before any processing.
02

Deterministic extraction

A pure, model-free rule layer that obtains prices, plans, gallery, location and documents. It is the stable, predictable part of the result; the model does not intervene here.
03

Language pipeline

Short, specific calls to a proprietary model for the canonical description and its translations, with a fingerprint cache: regenerating without changes consumes not a single call.
04

Isolated model worker

The language model loads once in a separate process and serves requests over a local socket; it never reinitialises per request nor leaves the proprietary infrastructure.
05

Continuous-learning layer

A knowledge base that learns from every decision — folder patterns, synonyms, developer aliases, reference examples — which every component queries and feeds. A deterministic miner proposes rules for human approval.
06

Publishing and viewer

Admin panel with review and approval, interactive public viewer, map explorer and hot-configurable brand and theme, with an optional interface-protection layer.

Inventory

Status per component

A real inventory of the asset’s components with their declared status. We publish capability, never code or internal figures.

Built and testedFunctional with declared debtDesigned, not implementedWired; depends on a third party

Ingestion and publishing pipeline
Built and tested

A complete end-to-end chain: from the source document to the published, approved development.
Deterministic extraction
Built and tested

Model-free pure rules for the fields that admit no ambiguity: prices, plans, gallery, location and documents.
Cached language pipeline
Built and tested

Atomic calls with a fingerprint cache; a no-change regeneration triggers no model calls.
Sovereign language model
Built and tested

A proprietary model running locally, in an isolated process, with no dependence on external services.
Continuous-learning layer
Built and tested

An operational knowledge base that reduces the work of each new development from human corrections.
Model-based rule synthesis
Functional with declared debt

Optional capability off by default: the miner proposes rules deterministically and the model only intervenes if explicitly enabled.
Admin panel and public viewer
Built and tested

The same application for the admin and public viewers, with differentiated routes and themes.

This profile describes capabilities and status, not implementation. Code, architecture documentation and internal figures are shared under a confidentiality agreement during due diligence.

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