Intelligent agents that automate complex tasks, integrating directly with your existing systems and APIs.
Machine learning models and computer vision pipelines optimized for real-time inference and data extraction.
Pipelines and infrastructure for fine-tuning and deploying private foundation models into your secure environments.
Ingestion and vectorization pipelines that process unstructured data for Retrieval-Augmented Generation (RAG) and analytics.
Test harnesses and guardrails that evaluate model accuracy, minimize hallucinations, and enforce business rules at scale.
Real-time dashboards providing full observability into AI agent behavior, human-in-the-loop workflows, and system metrics.
Technical notes from experiments and system work: evaluation harnesses, model-routing tradeoffs, human review paths, and operating patterns for reliable AI systems.
Deterministic test surfaces, regression suites, and provenance for language-model and AI components that need to ship under review.
InfrastructureDecision points for hosted APIs, private deployments, and hybrid routing based on data boundaries, latency, volume, and operating cost.
Review LoopsReview paths where uncertain model outputs pause safely, preserve context, and return to automation with an operational record.
We engineer AI platforms, intelligent agents, and custom software to scale your operations.