Reliable AI Agent Development Services
that reach production

Most AI agent projects stall after the proof-of-concept.
Velebit AI’s senior engineers build agents that work inside your
systems, data and workflows

Discuss your use case
Willhaben
Emil Frey
Nanobit
Photomath
Creativefabrica
markt.de
Syskit

Custom AI Agent Development
services by use case

Velebit AI builds and deploys custom agents that handle multi-step work across
your existing systems, without locking you into a platform you don’t own

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Research AI Agent

AI agents that continuously gather, synthesize and deliver structured intelligence from external sources, internal knowledge bases and connected systems

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    Market and competitor monitoring

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    Automated report generation

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    Knowledge base Q&A

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    News digest & trend detection

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Agentic AI Process Automation

Custom AI agents that execute multi-step workflows across your systems, combining automation, business logic, and human decision checkpoints where needed

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    Document processing & extraction

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    CRM & ERP data entry automation

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    Cross-system workflow orchestration

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    Approval and escalation pipelines

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Customer Support Agent

Intelligent agents that handle customer interactions across channels – with full context awareness, brand voice compliance and seamless escalation to your team

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    Support & resolution agents

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    Onboarding & product guidance

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    Personalized recommendation agents

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    Multilingual conversation agents

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Data Analytics AI Agents

Agents that monitor your data in real time, detect anomalies, generate insights and push alerts to the right people automatically

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    Automatic data visualization

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    Prompt engineering

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    ChatGPT & GPT-4 fine tuning

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    Knowledge base search

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Multi Agent Systems

Coordinated networks of specialized AI agents designed to solve complex business problems through distributed reasoning, orchestration, and dynamic task routing

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    Agent orchestration & routing

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    Parallel sub-task execution

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    Dynamic tool selection

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    Supervisor agent coordination

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Data extraction Agents

AI agents built to extract, structure, qualify and integrate information across documents, web sources and business systems

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    Lead enrichment & scoring

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    Intelligent data extraction

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    Personalized outreach workflows

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    Competitive intelligence alerts

What our AI agent services deliver in production

AI agents create value when they can execute work reliably, operate inside existing systems
and remain maintainable as business requirements change

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    Multi-step AI agents that plan, use tools and complete different tasks across systems

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    Full ownership of your AI stack, infrastructure and data, without vendor lock-in

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    Custom AI agents that adapt to new workflows and business requirements

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    Human-in-the-loop control for reviewing decisions, outputs and edge cases

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    Production ready AI agents engineered for reliability and maintainability

AI Agent Development services
across industries

Each industry has unique workflows, data types and compliance requirements.
We build custom AI agents that fit the operational reality of your domain.

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Finance & Banking

AI agents for loan processing, anomaly detection, risk analysis, compliance workflows and high volume document handling

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E-Commerce and Retail

AI agents that support product discovery, customer operations, catalog workflows, recommendation logic and inventory intelligence

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Healthcare

AI agents for clinical documentation, patient workflows, medical research synthesis and healthcare data processing

Marketing

AI agents that coordinate research, campaign execution, content operations, reporting workflows and cross-channel distribution

Sales

AI agents for prospect research, lead qualification, CRM hygiene, outreach preparation and pipeline intelligence

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Enterprise & Custom Scope

Complex workflow spanning multiple systems or proprietary logic? We design fully custom AI agents for enterprise environments

How we develop AI agents for production

A rigorous, research-backed process that ensures your agent
works in the real world and not just in a demo

  • Discovery Sprint

    We don’t start building until we’ve confirmed the workflow has measurable business value and the data exists to support it.

  • Agent Architecture & System Design

    We design the reasoning logic, tool access, memory behaviour, escalation paths and integration strategy required for your use case

  • Data Integration

    We connect systems, structure the data the agent depends on, build custom tooling where needed and configure how the agent retrieves and uses information

  • Test & Evaluate

    Agents are tested against realistic workloads, edge cases, latency constraints, failure scenarios and operational requirements before deployment decisions are made

  • Deployment

    Deployment can happen in your cloud, infrastructure or hybrid setup. Monitoring, logging and runtime visibility are configured as part of the delivery

  • Continuous Support

    We support monitoring, maintenance and iteration after deployment. Teams that want to manage agents internally can receive technical guidance, documentation and hands-on knowledge transfer

Why teams build AI agents with us

Senior AI engineers building custom AI agents for complex business workflows,
production deployment and full ownership

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11+ years of ML & AI expertise

Deep roots in ML research, NLP, computer vision, and LLMs – we’ve been in production AI long before it was popular.

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End-to-end ownership

From architecture and training to deployment and monitoring. No hand-offs, no gaps – one team owns the full stack.

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Flexible Collaboration

Augment your team or let us run the entire engagement. We adapt to your structure, timelines, and budget.

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Research-driven approach

We track and benchmark the latest LLM agent architectures, evaluation frameworks, and tooling.

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Fully Custom Architecture

No plug-and-play platforms. Every agent is built for your specific constraints, data, and integration landscape.

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Long-Term Partnership

We stay engaged after launch – monitoring performance, refining behaviour, and scaling as your business grows.

Success stories

Ready to deploy your first production-grade AI agent?

Book a free discovery call

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