AI Application Development
Build, ground, and ship enterprise AI applications on Microsoft Foundry.
Microsoft Foundry (formerly Azure AI Foundry) is the unified platform to build, ground, evaluate, and deploy enterprise AI applications — with 11,000+ models, retrieval and grounding on your data, prompt orchestration, evaluation, and content safety built in. Faltrox helps you build AI applications on Foundry and, critically, secure and govern them.
Overview
What AI Application Development is
Enterprises want to build AI applications on their own data, but doing so securely — grounding models on trusted content, evaluating output quality, and applying safety and governance — is hard to assemble from parts. Microsoft Foundry is the unified platform that brings model access, grounding, orchestration, evaluation, and safety together to build enterprise AI applications.
It provides access to 11,000+ models, retrieval-augmented grounding on your enterprise data, prompt and workflow orchestration, evaluation tooling to measure quality and safety, and built-in content safety — from one platform and SDK. Faltrox helps you build AI applications on Foundry and applies the security lens: securing the data grounding, evaluating for prompt-injection and jailbreak, and governing the deployment. AI red-teaming is delivered through our AI/LLM penetration testing service.
Coverage
What it protects
The platforms, threats, and surfaces this product is built to defend.
Model Access
Access to 11,000+ models from one platform and SDK.
Data Grounding
Retrieval-augmented grounding on your enterprise data.
Orchestration
Prompt and workflow orchestration for AI application logic.
Evaluation
Evaluation tooling measures output quality and safety.
Content Safety
Built-in content safety filters harmful input and output.
AI Red-Teaming
Faltrox red-teams AI apps for prompt-injection and jailbreak.
How it works
The mechanism
How the product moves from signal to protected state, step by step.
- 01
Choose a Model
Select from 11,000+ models in the Foundry catalog for the use case.
- 02
Ground on Data
Retrieval-augmented grounding connects the model to trusted enterprise data.
- 03
Orchestrate
Prompt and workflow orchestration builds the application logic.
- 04
Evaluate & Secure
Evaluation and content safety measure quality; Faltrox red-teams for prompt-injection.
- 05
Deploy & Govern
The application is deployed with governance, and Faltrox secures and monitors it.
Capabilities
Key capabilities
Unified AI Platform
Build, ground, evaluate, and deploy AI applications from one platform.
11,000+ Models
Access a large catalog of models from one SDK and console.
Data Grounding
Retrieval-augmented grounding on trusted enterprise data.
Orchestration
Prompt and workflow orchestration for AI application logic.
Evaluation Tooling
Measure output quality, safety, and groundedness before shipping.
Content Safety
Built-in filters for harmful input and output.
Security Lens
Faltrox secures data grounding and red-teams for prompt-injection and jailbreak.
Enterprise Deployment
Deploy AI applications into production with governance and monitoring.
Works with
Part of the platform
Microsoft products this pairs with, and the Faltrox services that operate it.
Delivery
You buy the outcome, not the console
Managed by Faltrox
Faltrox licenses, deploys, and tunes Microsoft AI Application Development for your environment, then runs it as part of a managed service, so you get the protection without staffing another security console.
FAQ
Common questions
01What is Microsoft Foundry?
Microsoft Foundry (formerly Azure AI Foundry) is the unified platform to build, ground, evaluate, and deploy enterprise AI applications and agents — bringing model access (11,000+ models), data grounding, orchestration, evaluation, and content safety together in one platform and SDK.
02How does grounding work?
Retrieval-augmented grounding connects the model to your trusted enterprise data, so the AI application answers from your content rather than only its training data — improving accuracy and reducing hallucination. Securing that data connection is part of what Faltrox does.
03What is Faltrox’s role if Microsoft provides the platform?
Microsoft provides Foundry; Faltrox helps you build AI applications on it and, critically, applies the security lens — securing the data grounding, evaluating for prompt-injection and jailbreak, and governing the deployment. AI red-teaming is delivered through our AI/LLM penetration testing service.
04How do you test AI applications for security?
Our AI/LLM penetration testing service red-teams AI applications for prompt-injection, jailbreak, data leakage, and unsafe output — the AI-specific risks that traditional testing misses. We pair that with Foundry’s built-in content safety and evaluation.
05Does it support many models?
Yes — Foundry provides access to 11,000+ models from one platform and SDK, so you can choose the right model for each use case and switch as needs change, without re-plumbing your application.
Start an engagement
Secure what’s next.
Speak with the engineering team to define scope, walk through the methodology, and decide whether Faltrox is the right team to test and run your environment.
Contact us