Dovichi AI SystemsResearch · Engineer · Deploy
Capabilities / End to end

We build the
intelligence layer.

Specialist AI engineering for complex, high-value operating environments—from model and data architecture to products people rely on.

Discuss your system
01

Custom AI Model Engineering

We design, train and deploy domain-specific machine learning and deep learning models around your operating reality—not a generic demo.

  • Model architecture & prototyping
  • Domain adaptation
  • Inference optimisation
  • Production deployment
02

Agentic AI Systems

We engineer single and multi-agent systems with orchestration, memory, tool use, permissions and human approval built into the workflow.

  • Agent & workflow design
  • Tool and API integration
  • Memory architecture
  • Human-in-the-loop controls
03

LLM Adaptation & Fine-Tuning

From model selection and supervised fine-tuning to retrieval-augmented generation, we adapt foundation models for focused enterprise performance.

  • Model evaluation & selection
  • Fine-tuning and alignment
  • RAG systems
  • Prompt and context engineering
04

Data & Knowledge Architecture

We create the datasets, taxonomies, knowledge graphs and retrieval layers that give AI systems accurate, governed organisational context.

  • Dataset design & curation
  • Knowledge graphs
  • Vector retrieval pipelines
  • Data quality & governance
05

AI Product Engineering

Our product and engineering teams turn AI research into secure applications, copilots and platforms integrated with your existing systems.

  • AI product strategy
  • Experience and interface design
  • Full-stack engineering
  • Enterprise integration
06

Evaluation, Safety & LLMOps

We build evaluation suites, guardrails, observability and deployment infrastructure so performance remains dependable after launch.

  • Evaluation frameworks
  • Safety & red teaming
  • Model observability
  • LLMOps and governance
Our engineering principle

Models are only one part of a dependable AI system.

01Experience layer

Interfaces, copilots, applications

02Intelligence layer

Models, agents, retrieval, reasoning

03Knowledge layer

Data, embeddings, graphs, permissions

04Operations layer

Evaluation, monitoring, security, LLMOps

Next / Start here

Have a model in mind—or just a problem worth solving?

Talk to our team