The Art of Intelligence
Build systems that master complex, dynamic environments. We are a small, and highly specialized AI team who specialize in the latest AI technologies and reinforcement learning to create adaptive agents and models for the following areas:
Our specialized capabilities.
PEFT fine-tuning (LoRA, QLoRA), synthetic data generation, instruction tuning, and post-training at scale using RLHF/RLAIF, DPO, and Constitutional AI to produce aligned, domain-ready models.
Distillation, quantization, hybrid precision, custom GPU kernels (CUDA, Triton), FlashAttention, fused ops, and high-throughput serving (KV cache, continuous batching, speculative decoding) to reduce latency, memory, and cost.
Speech, Audio, and Video intelligence. 3D and GenAI for CAD/CAM.
Multi-Agent Systems, AI orchestration, and complex adaptive behaviors.
Custom RAG and specialized Retrieval Augmented Generation systems tailored to your knowledge base.
Computer vision for detection, segmentation, tracking, and video understanding, plus enhancement pipelines such as super-resolution, upscaling, denoising, and deblurring for production-quality outputs.
LLM Ops, evaluation harnesses, automated red teaming, and monitoring/guardrails to keep systems robust, safe, and measurable in production.
End-to-end workflows: data curation, experiment tracking, model registry, offline/online evals, regression suites, and canary deployments.
On-device intelligence, federated learning, and differential privacy solutions.
Computer and browser use agents, computer vision-based RPA, and automated workflows.
Advanced OCR, PDF processing, and unstructured to structured data transformation.
Automated onboarding, intake, lead generation, model routing, and AI memory systems.
Recommender systems, ranking, retrieval, embeddings, session-based recsys, and bandits.
Time series forecasting, anomaly detection, predictive maintenance, capacity planning, and causal inference.
Constraint optimization, scheduling, routing, knowledge graphs, and entity resolution.
"The shortest path is not always the best one."
Our philosophy is simple: Technology should serve the human intent. We do not offer off-the-shelf products; we offer bespoke engineering for complex problems. We believe in craftsmanship, security, and the elegant application of force.