ProductAI, built for Finance

Fontana AI

Agentic AI that builds automation robots

Unlike typical AI, Fontana doesn't build AI that tries to solve your problems for you. We build advanced AI agents that understand your data and create fully deterministic workflow automation robots — fast, testable, and capable of processing millions of rows with 100% accuracy and replayability.

Traditional vs Fontana AI

Understanding the difference between AI that solves problems and AI that builds automation robots.

Feature	Traditional AI Solutions	Fontana AI
Core Approach	AI directly solves problems with unpredictable results	AI builds fully algorithmic automation robots
Reliability	Hallucinations and unpredictability	Fully deterministic workflows — robots execute exactly as designed
Processing Speed	Variable times, hours for large datasets	Millions of rows in seconds, not hours
Accuracy	Inconsistent results, potential errors	100% accuracy, never makes mistakes
Testing & Validation	Difficult to test thoroughly, black box behavior	Every workflow testable and replayable with identical results
Audit & Compliance	Audit trails difficult, decisions opaque	Complete audit trails, down to every atomic decision
Scalability	Performance degrades with scale	Scales effortlessly from hundreds to millions of records

Focused, single-responsibility AI Agents

Fontana builds specialized AI agents, each with a single area of responsibility to ensure reliability, transparency, and optimal performance.

Validation Agent

Adds validation steps to the workflow, checking for incorrect, malformed, or missing data to ensure only high-quality information is processed.

Transformation Agent

Implements fully testable transformation steps, including formatting, sanitizing, filtering, aggregations and calculations to ensure seamless integration between OMS and fund administrator systems.

Synthetic Data Agent

Generates artificial data that mimics the patterns, structure, and statistical properties of real-world financial data—without containing any actual or sensitive information. Enables safe and realistic testing and validation of workflows.

Critic Agent

Reviews and critiques workflow designs before deployment. Identifies potential issues, compliance gaps, and suggests improvements for optimal performance.

Test Agent

Automatically writes comprehensive test cases for all user workflows. Ensures 100% test coverage, validates every automation robot, and creates regression tests for future changes.

…and many more

We are continuously expanding our agent ecosystem to handle new use cases and requirements in financial data processing.

Why Fontana AI is different

Our approach eliminates the unpredictability of traditional AI while delivering speed and reliability.

Fully deterministic workflow

Our AI builds deterministic robots that execute exactly as designed, eliminating the unpredictability of traditional AI solutions.

100% accuracy

Process millions of rows with perfect accuracy. Our robots never make mistakes or produce inconsistent results.

Complete audit trails

Every action is logged and traceable. Perfect for regulatory compliance and internal audit requirements.

Instant replay

Replay any workflow execution with identical results. Debug issues and validate outputs with complete confidence.

Scalable automation

From hundreds to millions of records, our robots scale effortlessly while maintaining speed and accuracy.

AI can be turned off

Our AI helps you build robots faster, but the robots themselves are pure automation — no AI needed for execution.

Security & compliance first

Built for constrained trading environments with enterprise-grade security and regulatory compliance.

Enterprise Security

Bank-grade security with encryption, access controls, and audit trails.

Regulatory Compliance

Designed to meet SOC, GDPR, and financial industry regulations.

Fully Deterministic Execution

AI builds robots, but robots execute with complete determinism for maximum reliability.

Automate financial data with confidence

Fontana AI delivers reliable, deterministic automation for your financial operations. No hallucinations, no surprises — just accurate results at scale.

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