IP Library › Patent Application 19465335
Patent Application
App. No. 19/465,335

MULTI-MODAL ARTIFICIAL INTELLIGENCE PLATFORM FOR BUILDING CONSTRUCTION

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Quick Facts
Patent No.
US None
App. No.
19/465,335
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for a multi-modal artificial intelligence platform for building construction. The multi-model artificial intelligence platform includes various engines that perform various computer-implemented methods. The various engines include a site selector artificial intelligence (AI) engine, a geospatial database, a site compliance analyzer AI engine, a masterplan generator AI engine, a compliance analyzer AI engine, an aesthetic generator AI engine, a schematic generator AI engine, a construction plan generator AI engine, a project timeline generator AI engine, a compliance application generator AI engine, and a financial model generator AI engine. Respective AI engines collaboratively cooperate for end-to-end AI-driven building construction design and development.

Claims (56)

1 . A computer-implemented method comprising:

training a masterplan generator artificial intelligence (AI) software engine of a multi-modal AI platform to automatically generate candidate masterplans for training candidate building sites based on training regulation data applicable to the training candidate building sites and training developer objectives;

receiving, at the masterplan generator AI software engine, developer objectives for a building and candidate building site information comprising constraints for a set of candidate building sites selected by a trained site selector AI software engine and a trained compliance analyzer AI software engine of the multi-modal AI platform;

automatically generating, by the masterplan generator AI software engine, at least one candidate masterplan for each candidate building site;

providing, by the masterplan generator AI software engine, each candidate masterplan to a set of trained design AI software engines of the multi-modal AI platform;

combining, for each respective candidate masterplan, into a combined candidate plan, the respective candidate masterplan and different designs automatically generated by different design AI engines;

analyzing, by the trained compliance analyzer AI software engine, each combined candidate plan to automatically identify compliant candidate plans that comply with legal codes and other rules applicable to a given combined candidate plan; and

providing, in response to receiving the developer objectives, the compliant candidate plans.

2 . The computer-implemented method of claim 1 , wherein the set of trained design AI software engines includes an aesthetic generator AI software engine and a schematic generator AI software engine.

3 . The computer-implemented method of claim 2 , wherein the aesthetic generator AI engine is trained to automatically generate, for each candidate masterplan, at least one aesthetic plan.

4 . The computer-implemented method of claim 3 , wherein the aesthetic generator AI software engine automatically provides aesthetic plans to the schematic generator AI software engine.

5 . The computer-implemented method of claim 4 , wherein the schematic generator AI software engine automatically generates schematic drawings for each candidate masterplan, based on received aesthetic plans and the candidate masterplan.

6 . The computer-implemented method of claim 1 , further comprising:

receiving, as a selected building plan, in response to providing the compliant candidate plans, a selection of a compliant candidate plan; and

providing plan information for the selected building plan to a set of building construction phase AI software engines that include a construction plan generator AI software engine, a project timeline generator AI software engine, and a compliance application generator AI software engine.

7 . The computer-implemented method of claim 6 , wherein the construction plan generator AI software engine is trained to automatically generate a detailed construction plan for the selected building plan.

8 . The computer-implemented method of claim 7 , wherein the construction plan generator AI software engine automatically provides the detailed construction plan to the project timeline generator AI software engine, a purchase order generator, the compliance application generator AI software engine, and a general contractor.

9 . The computer-implemented method of claim 8 , wherein the purchase order generator automatically generates purchase orders for parts for the selected building plan based on aggregate part counts generated from the detailed construction plan.

10 . The computer-implemented method of claim 8 , wherein the project timeline generator AI software engine automatically generates, from the detailed construction plan, a project timeline and a construction project task dependency graph for the selected building plan.

11 . The computer-implemented method of claim 8 , wherein:

the compliance application generator AI software engine automatically generates completed compliance forms specific to a jurisdiction corresponding to the selected building plan;

the compliance application generator AI software engine automatically provides the completed compliance forms to an appropriate entity in the jurisdiction corresponding to the selected building plan;

an approval engine receives construction approval for the selected building plan from the appropriate entity; and

the approval engine automatically provides construction approval information for the selected building plan to the general contractor.

12 . The computer-implemented method of claim 8 , wherein:

combined plan information for the selected building plan is provided to a financial model generator AI software engine; and

the financial model generator AI software engine automatically generates, based on combined plan information for the selected building plan, a financial model for the selected building plan that includes a standardized projected balance sheet, a projected income statement, and a projected cash flow statement.

13 . The computer-implemented method of claim 1 , wherein:

the compliance analyzer AI software engine identifies at least one non-compliant combined candidate plan;

the compliance analyzer AI software engine automatically identifies a first non-compliant candidate plan that can be modified to become compliant by including one or more new constraints; and

the compliance analyzer AI software engine automatically provides the one or more new constraints to at least one of the masterplan generator AI software engine or one or more design AI software engines for a next AI iteration for modifying non-compliant combined candidate plan to be compliant.

14 . The computer-implemented method of claim 1 , wherein the trained site selector AI software engine is trained to automatically identify candidate building sites based on training developer objectives.

15 . The computer-implemented method of claim 1 , wherein

the compliance analyzer AI software engine is trained to automatically determine whether a set of training combined candidate plans that include training masterplans and training design plans comply with training regulations and training construction rules applicable to the training combined candidate plans.

16 . The computer-implemented method of claim 1 , wherein

the trained site selector AI software engine automatically evaluates a geospatial database to identify candidate building sites that have criteria that meet constraints specified or implied in the developer objectives.

17 . The computer-implemented method of claim 16 , wherein

the trained site selector AI software engine provides candidate building site information to the compliance analyzer AI software engine.

18 . The computer-implemented method of claim 17 , wherein

the compliance analyzer AI software engine automatically evaluates, for each candidate building site, the developer objectives and legal codes and other rules of a jurisdiction application to a location of the candidate building site to filter the candidate building sites to include candidate building sites that comply with the legal codes and other rules.

19 . A system comprising one or more computers and one or more storage devices on which are stored instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:

training a masterplan generator artificial intelligence (AI) software engine of a multi-modal AI platform to automatically generate candidate masterplans for training candidate building sites based on training regulation data applicable to the training candidate building sites and training developer objectives;

receiving, at the masterplan generator AI software engine, developer objectives for a building and candidate building site information comprising constraints for a set of candidate building sites selected by a trained site selector AI software engine and a trained compliance analyzer AI software engine of the multi-modal AI platform;

automatically generating, by the masterplan generator AI software engine, at least one candidate masterplan for each candidate building site;

providing, by the masterplan generator AI software engine, each candidate masterplan to a set of trained design AI software engines of the multi-modal AI platform;

combining, for each respective candidate masterplan, into a combined candidate plan, the respective candidate masterplan and different designs automatically generated by different design AI engines;

analyzing, by the trained compliance analyzer AI software engine, each combined candidate plan to automatically identify compliant candidate plans that comply with legal codes and other rules applicable to a given combined candidate plan; and

providing, in response to receiving the developer objectives, the compliant candidate plans.

20 . One or more computer-readable storage media encoded with instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:

training a masterplan generator artificial intelligence (AI) software engine of a multi-modal AI platform to automatically generate candidate masterplans for training candidate building sites based on training regulation data applicable to the training candidate building sites and training developer objectives;

receiving, at the masterplan generator AI software engine, developer objectives for a building and candidate building site information comprising constraints for a set of candidate building sites selected by a trained site selector AI software engine and a trained compliance analyzer AI software engine of the multi-modal AI platform;

automatically generating, by the masterplan generator AI software engine, at least one candidate masterplan for each candidate building site;

providing, by the masterplan generator AI software engine, each candidate masterplan to a set of trained design AI software engines of the multi-modal AI platform;

combining, for each respective candidate masterplan, into a combined candidate plan, the respective candidate masterplan and different designs automatically generated by different design AI engines;

analyzing, by the trained compliance analyzer AI software engine, each combined candidate plan to automatically identify compliant candidate plans that comply with legal codes and other rules applicable to a given combined candidate plan; and

providing, in response to receiving the developer objectives, the compliant candidate plans.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 9, 2026
From: X DEVELOPMENT LLC
To: ANORI, INC.
Reel/Frame 074897/0910 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 21, 2026
From: CONNAUGHTON, SPENCER JAMES; WALKER, ADRIAN JAMES
To: X DEVELOPMENT LLC
Reel/Frame 074432/0571 →