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AGPP: Deterministic generation of enterprise‑grade software

5× faster to a finished application
50% lower development costs
100% enterprise‑grade quality

AI inspires - AGPP delivers.

AGPP is our model‑driven platform that generates enterprise software deterministically — fully reproducible, auditable, and free from probabilistic AI risks. AI supports only where it creates real value: in analysis, structuring, and suggestions. Architecture, logic, and all code are generated rule‑based from a clearly defined, versioned model — always traceable and under human control.

The limits of traditional development

Companies face rising costs, long development cycles, and increasing AI‑related risks. Traditional software development is too slow, too expensive, and too unpredictable — especially in regulated, security‑critical, and complex environments.

Expensive & slow

Months to market, high development costs, and constant rework slow down innovation and delay delivery.

AI risks & lack of control

Probabilistic AI tools generate code that is not reproducible, hard to audit, and potentially unreliable.

Manual architecture & missing standards

Every application is built from scratch — without consistent architecture, without reuse, and without guaranteed quality.

How AGPP solves these problems

​AGPP replaces manual, error‑prone, and expensive development processes with a deterministic, model‑driven system. Instead of unpredictable code, software is generated reproducibly, auditable, and with consistent enterprise‑grade quality.

Model over chaos

AGPP generates applications from a clearly defined, versioned model — not from unstructured code.

Deterministic over probabilistic

Every build is reproducible. No AI hallucinations, no randomness, no black‑box risks.

Architecture guaranteed

AGPP automatically produces a consistent, scalable, and maintainable enterprise architecture — for every application.

Speed & quality combined

5× faster to a finished application, 50% lower costs, 100% enterprise‑grade quality — without compromise.

The AGPP process:
From user story to finished application

AGPP starts with a business user story and uses deterministic AI‑assisted configuration to assemble the solution from existing IT building blocks. The AI does not write code. It configures. The code is generated deterministically from the building‑block library.

How AGPP Works: The Four‑Step Engineering Process

01 Capture the user story

Together with the customer, we define the functional requirements, processes, roles, and rules. The user story becomes the foundation for architecture, configuration, and later code generation.

03 Deterministic code generation

With a single click, AGPP generates the complete application code from the configuration.

The AI does not write code — it assembles building blocks. The generation is reproducible, auditable, and free from randomness.

02 AI‑assisted configuration

The AI interprets the user story, selects the appropriate IT building blocks, and configures frontend, backend, data models, processes, and API integrations — fully rule‑based and without generating code.

04 Deploy anywhere

The generated code can be deployed to any infrastructure — cloud, on‑premise, or hybrid. The application remains fully regenerable from the original user story and can be re‑generated whenever requirements change.

The AGPP Architecture:
Four layers for deterministic software generation

The AGPP architecture is built on four distinct layers that ensure applications are generated deterministically rather than probabilistically. Each layer has a precise role — from interpreting the user story to assembling the final application code.

1. User Story Interpretation Layer

This layer analyzes the business user story, extracts processes, roles, rules, and data structures, and transforms them into a structured, machine‑readable model. It forms the bridge between business language and technical architecture.

2. AI Configuration Layer

Here, the AI configures the application — not by writing code, but by selecting and parameterizing existing IT building blocks. Every decision is rule‑based, transparent, and fully reproducible.

3. Building Block Library

A curated collection of enterprise‑grade building blocks for frontend, backend, data models, processes, and API integrations. Each block is versioned, tested, and guaranteed to fit into the overall architecture.

4. Deterministic Generation Engine

The engine assembles the configured building blocks and generates the complete application code — deterministic, auditable, and free from randomness. It ensures that any application can be regenerated identically at any time.

The key features of AGPP

AGPP combines deterministic AI‑assisted configuration with a curated enterprise‑grade building‑block library. The result: applications that are reproducible, auditable, and fully derived from the user story.

User story interpretation & backend generation

AGPP analyzes the business user story, extracts processes, rules, and data models, and generates the backend structures of the application.

Frontend generation

UI layouts, components, and interactions are automatically derived from the user story and the building blocks — consistent, responsive, and extensible.

Rule‑based building‑block

configuration

The AI does not write code. It deterministically configures existing IT building blocks, ensuring transparency and reproducibility in every decision.

AGPP supports full business process execution according to BPMN 2.0 — including orchestration, monitoring, and adaptation.

Automatic API integration

Internal and external systems are integrated automatically. AGPP generates API structures, endpoints, and data flows deterministically.

Enterprise building‑block library

A curated collection of tested building blocks for frontend, backend, data models, processes, and integrations — versioned, secure, and fully compatible.

Model‑based re‑deployment & enhancement

Changes to the user story do not result in patches — the entire application is regenerated cleanly and consistently.

Deterministic code output

AGPP produces complete, readable, auditable code.

No black‑box AI, no randomness!

What you can build with AGPP

AGPP is not limited to specific industries, markets, or technologies.

The platform generates any type of application — from enterprise software to complex integration and orchestration solutions. If it’s software, AGPP can generate it.

Enterprise applications

AGPP creates complete business applications that model processes, data structures, and role concepts — including frontend, backend, and API layers.

Examples:

  • ERP modules

  • CRM systems

  • HR and recruiting solutions

  • Ticketing and support systems

  • Workflow and task management

Industry solutions

AGPP is fully industry‑neutral. The platform can model any business domain and deterministically transform it into software.

Examples:

  • Finance and insurance applications

  • Construction and real‑estate solutions

  • Healthcare and care‑management platforms

  • Logistics, transport, and fleet systems

  • Energy and utility processes

Integration & orchestration platforms

AGPP connects systems, orchestrates processes, and automates data flows — fully rule‑based and BPMN‑compliant.

Examples:

  • API hubs

  • Process orchestration (BPMN 2.0)

  • Data pipelines

  • Multi‑system integrations

  • IoT backends

AGPP in Action - Interface Insights

This is what model‑driven software engineering with deterministic AI support looks like in practice. AGPP unifies modeling, orchestration and execution in one coherent interface.

 

The screenshots illustrate how requirements, processes and applications are created and executed within AGPP.

AGPP - Creating Entities Example
AGPP - Frontend Interface Example
AGPP - API Configuration Example

FAQ

How is AGPP different from low‑code or no‑code platforms?

AGPP does not assemble visual components. It generates complete, deterministic applications based on models, processes, and rules. The platform is model‑driven, not drag‑and‑drop, and produces enterprise‑grade software with clear architectures, APIs, and data structures.

How is the code generated in AGPP?

AGPP generates all application code deterministically from user stories, data models, BPMN processes, and configuration rules. There is no stochastic AI involved — every decision is traceable, repeatable, and auditable.

Is AGPP limited to specific industries or use cases?

No. AGPP is fully industry‑agnostic. The platform can model any business domain and generate software for it — from enterprise applications to integration and orchestration solutions.

Can AGPP integrate with existing systems?

Yes. AGPP generates APIs, orchestrates data flows, and connects internal and external systems. Integrations can be rule‑based, process‑driven, or data‑driven.

How flexible is the generated software?

The generated applications are modular, extensible, and versionable. Changes to models or processes result in consistent, deterministic updates across the entire application.

Who is AGPP designed for?

For organizations that need to model and automate complex processes, data structures, or integrations — regardless of industry or size. AGPP is especially suited for enterprise IT teams requiring consistency, speed, and scalability.

Ready to build your first application with AGPP?

Let’s explore how AGPP can transform your software development.

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AGPP is a model‑driven development platform that generates enterprise‑grade software up to 5× faster and 50% more cost‑effective through deterministic AI code generation.

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