AI Workflow & Environment Services
We design, build, and deploy AI workflows and environments tailored for small businesses and internal teams within medium-to-large organizations. From triage automation to multi-agent orchestration, we make AI work for your operations.
Nebius Agentic AI Builder Certification
Our team holds the Nebius Agentic AI Builder certification, demonstrating proficiency in building production-grade agentic AI systems on the Nebius Token Factory platform — from inference configuration to multi-agent orchestration with sandboxed tool use.
Platforms We Work With
We select the right AI platform for your use case — or combine them for multi-provider resilience.
What We Deliver
End-to-end AI services from strategy to production deployment. Every engagement is custom-scoped to your needs.
AI Workflow Design & Triage Automation
We map your business processes end-to-end and design AI-powered triage workflows that route, classify, and resolve incoming requests — from customer support tickets to internal IT requests.
Deliverables
- Process discovery and AI opportunity mapping
- Triage workflow architecture with escalation paths
- Agent instruction and prompt engineering
- Integration with existing ticketing and CRM systems
- Performance monitoring and iteration plan
AI Environment Setup & Infrastructure
From local Ollama deployments to cloud-native inference platforms, we set up the right AI infrastructure for your team's scale, budget, and compliance requirements.
Deliverables
- Local-first LLM environments (Ollama, vLLM)
- Cloud inference platform configuration (Nebius, DeepInfra)
- Multi-model routing and failover setup
- API key management and access controls
- Observability and cost monitoring dashboards
Fine-Tuning & Custom Model Development
When off-the-shelf models aren't enough, we fine-tune open-source LLMs on your domain data using supervised fine-tuning and LoRA adapters via Nebius Token Factory's post-training pipeline.
Deliverables
- Dataset curation and formatting via Data Lab
- Supervised fine-tuning (SFT) runs
- LoRA adapter training and merging
- Evaluation harness and quality benchmarks
- Deployment of fine-tuned models to production
Agentic AI Builder & Agent Orchestration
We build multi-agent systems that delegate tasks, maintain memory, and coordinate across tools — using MCP-first architecture and agentic patterns certified by Nebius.
Deliverables
- Multi-agent orchestration design
- MCP (Model Context Protocol) tool integration
- Agent memory and context management
- Sandboxed code execution environments
- Human-in-the-loop review checkpoints
Who We Serve
Whether you're a lean team or a department within a larger organization, we right-size the AI solution to your context.
Small Businesses
Cost-conscious AI adoption without enterprise overhead. We set up local-first or serverless solutions that deliver immediate ROI with minimal infrastructure investment.
Internal Business Units (Mid-to-Large)
Scoped AI deployments within larger organizations — IT helpdesk automation, internal knowledge bases, document processing pipelines, and department-specific agent workflows.
Ready to put AI to work?
Let's scope your AI workflow, environment, or agent deployment — no obligation, just a conversation.
Schedule a Consultation