The Art of Intelligence

BESPOKE AI SOLUTIONS
BUILT FOR YOUR NEEDS

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:

THE DISCIPLINES

Our specialized capabilities.

Generative AI, Fine-Tuning, and Alignment

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.

Model Efficiency and Inference Optimization

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.

Multimodal AI

Speech, Audio, and Video intelligence. 3D and GenAI for CAD/CAM.

Autonomous Systems

Multi-Agent Systems, AI orchestration, and complex adaptive behaviors.

Specialized RAG

Custom RAG and specialized Retrieval Augmented Generation systems tailored to your knowledge base.

Visual Intelligence and Image Enhancement

Computer vision for detection, segmentation, tracking, and video understanding, plus enhancement pipelines such as super-resolution, upscaling, denoising, and deblurring for production-quality outputs.

Ops & Security

LLM Ops, evaluation harnesses, automated red teaming, and monitoring/guardrails to keep systems robust, safe, and measurable in production.

Fine-Tuning & Evaluation Pipelines

End-to-end workflows: data curation, experiment tracking, model registry, offline/online evals, regression suites, and canary deployments.

Local & Private AI

On-device intelligence, federated learning, and differential privacy solutions.

Process Automation

Computer and browser use agents, computer vision-based RPA, and automated workflows.

Document Intelligence

Advanced OCR, PDF processing, and unstructured to structured data transformation.

AI Applications

Automated onboarding, intake, lead generation, model routing, and AI memory systems.

Personalization

Recommender systems, ranking, retrieval, embeddings, session-based recsys, and bandits.

Forecasting & Anomaly

Time series forecasting, anomaly detection, predictive maintenance, capacity planning, and causal inference.

Optimization & Graphs

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.