Technology

At AI SOFT VENTURES, we have redefined the boundaries of AI detection by building our solution on foundations that prioritize raw power and extreme efficiency. Our platform represents the convergence of top-tier scientific research and an ultra-high-performance native execution architecture.

The effectiveness of our detector—featuring an accuracy rate exceeding 99% and resilience against text humanizers—is now combined with unprecedented speed. This is the product of bold technological decisions: the shift from conventional cloud computing to strictly optimized local execution.

Specialized Language Models

The core of our technology remains based on advanced Natural Language Processing (NLP) models, specifically RoBERTa architectures, which have demonstrated excellence in linguistic comprehension.

Every language we support has its own specialized model. This multilingual approach ensures that we do not apply superficial translations; instead, each model deeply understands the grammatical and stylistic particularities of each specific language.

A fundamental pillar of our quality is the origin of our training: our models for Spanish and Catalan have been trained using the infrastructure of the Barcelona Supercomputing Center (BSC-CNS). However, the way we execute that model for you has changed radically.

Quantum Leap in Performance: ONNX and NativeAOT

To ensure maximum efficiency, we have abandoned traditional cloud architectures based on serverless environments to implement local execution solutions on Windows, Mac, and Web Assembly environments.

We have migrated our inference engines to the ONNX (Open Neural Network Exchange) standard, encapsulated in a DLL compiled with NativeAOT (Ahead-of-Time) technology. By compiling the code directly to native machine language before execution, we eliminate intermediate layers and the overhead typical of cloud services.

The result is decisive: a system that is 180 times faster.

Instant Speed without Latency

The decision to execute locally using native code provides us with critical benefits that the cloud could not offer:

• Elimination of "Cold Starts": By not relying on serverless functions that need to "wake up," our DLL is always ready to process.

• Real-Time Inference: The combination of ONNX and NativeAOT compilation allows the analysis of complex texts to be practically instant, processing documents in a fraction of a second.

• Resource Optimization: By running directly on the "bare metal" in Windows, we leverage every processor cycle without the performance loss associated with external virtualization.

Fine-Tuning and Resistance to Humanizers

Speed does not sacrifice quality. Our models continue to undergo an exhaustive fine-tuning process for binary classification (Human vs. AI).

Thanks to current computing power, we can apply deeper analyses in less time. The models detect subtle patterns and stylistic markers that differentiate human writing from artificial content, maintaining their effectiveness even against texts processed by humanizers.

Absolute Privacy

By performing AI detection on the client's own device, the text never leaves the client's machine. This offers an additional privacy advantage compared to cloud-based systems where texts are stored on external servers.

Continuous Technological Evolution

Artificial intelligence technology evolves constantly, and our infrastructure now has the agility to adapt at the same pace.

At AI SOFT VENTURES, we actively monitor new generation tools. Our new architecture allows us to deploy model updates and retraining much more agilely, ensuring that our 99% accuracy remains a market leader, now with a response speed that redefines the industry standard.