From AI-based security and anomaly detection to applied ML products, we design and deploy models that hold up under real production traffic.
Anomaly and threat detection models tuned to your traffic patterns, with low false-positive rates.
Models trained and fine-tuned on your data, not generic off-the-shelf APIs.
Workflow and decision automation that removes repetitive manual work.
Chat, search, and generation features wired into your existing product.
Pipelines for retraining, versioning, and tracking model drift over time.
Applied research collaborations for teams exploring what's technically possible.
Python · PyTorch · TensorFlow · Anthropic & OpenAI APIs · LangChain · Vector DBs (Pinecone, Weaviate) · Kubernetes · AWS SageMaker / GCP Vertex AI
Production-ready, versioned, and monitored.
Wired directly into your product's codebase.
Accuracy, latency, and failure-mode analysis.
So your team can operate and extend it independently.