Professional Services
Production AI agents on Nebius's open infrastructure
Zenvue builds and runs production AI agents on Nebius AI Studio and the Token Factory - open infrastructure, not a single-vendor black box. You get agents that ship to production with full handover and ownership of the models and code, no lock‑in.
Agents We Build
Practical AI agents for enterprise workflows
Five agent categories delivering measurable value across operations, sales, service, and knowledge management.
Meeting Intelligence Agents
Agents that capture, summarise, and extract actions from meetings, turning conversations into structured, trackable outcomes.
Reduce meeting follow-up overhead and improve accountability.
Document Intelligence Agents
Agents that read, classify, extract, and route information from enterprise documents: contracts, invoices, reports, and compliance filings.
Accelerate document processing and reduce manual review.
Workflow Automation Agents
Agents that trigger actions across enterprise systems based on events, conditions, or requests: approvals, escalations, data updates, and notifications.
Eliminate manual handoffs and reduce process cycle time.
Customer-Facing Conversational Agents
Agents that handle customer enquiries, guide users through processes, and escalate to human teams when needed, with context and guardrails.
Improve response time and service quality at scale.
Sales Productivity Agents
Agents that support sales teams with lead enrichment, proposal drafting, CRM updates, and competitive intelligence, integrated into existing sales workflows.
Free sales teams from administrative tasks and improve pipeline velocity.
Technology Foundations
Built on open infrastructure, not proprietary lock‑in
Every agent Zenvue builds is grounded in open-source models and modern AI infrastructure, with maintainable code, full documentation, and structured handover so your organisation retains complete ownership.
Nebius AI Studio
Production inference endpoints with access to open-source LLMs including Llama, Mistral, and others, with no single-vendor model lock-in.
Open-Source Foundation
Built on open-source models and frameworks with maintainable, documented code, ensuring your organisation retains full ownership and control.
Enterprise Integration
Direct integration with your existing enterprise tools, APIs, and data sources. Agents that work inside your systems, not alongside them.
Documentation & Handover
Complete technical documentation, architecture records, and structured handover, so your team can maintain and evolve the solution independently.
How We Deliver
From use case to production in weeks
Every agent engagement starts with a structured use-case workshop. Typical MVP delivery is four to eight weeks.
Use-Case Workshop
Define the problem, data sources, success criteria, and constraints before any code is written.
Design & Prototype
Architecture design, model selection, and a working prototype to validate the approach against real data.
Integrate & Test
Connect to enterprise systems, build guardrails, and test against edge cases and operational scenarios.
Launch & Iterate
Production deployment with monitoring, feedback integration, and a structured handover. Typical MVP delivery in four to eight weeks.
Model foundation
Built on post-trained open-weight models
An agent is only as good as the model underneath it. The agent layer - the tools, guardrails, and orchestration - depends on a model whose behaviour you can actually control and own.
That's why we post-train and fine-tune open-weight models rather than wrapping a closed API. Tuning on your data and tasks is what makes an agent behave consistently in production instead of drifting with a vendor's updates.
We do this on Nebius AI Studio and the Token Factory, so the same open infrastructure carries your models and your agents - and the weights stay yours. See how the model layer works on our post-training page.
Related Nebius work
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Turn AI into a working enterprise capability
Talk to an AI agent development consultant about practical use cases, delivery timelines, and how Zenvue can build production agents for your GCC organisation.