By continuing to browse this website, you agree to our use of cookies. Learn more at the Privacy Policy page.
Contact Us
Contact Us

Custom AI agent development for complex enterprise workflows

Design, build, and scale multi-agent AI systems that automate decision-making, coordinate tasks, and integrate with your tech stack, fine-tuned on your business logic and data.

For teams that need tailored multi-agent systems with expert-led development, fine-tuning, and secure enterprise integration.

Custom AI agent development for complex enterprise workflows triangle decor triangle decor

Leaders trusting our AI solutions:

10+

years of enterprise-grade CloudOps services

50+

successfully optimized cloud projects for scalability

40%

reduction in cloud operational costs achieved for clients

Proud members and partners of

Xenoss collaborates with leading industry organizations and standards bodies to advance AI and Data Engineering development

AI and Data Glossary

Master key concepts and terminology in AI and Data Engineering

AI & Data Glossary
Explore

Challenges with rigid automation Xenoss can eliminate

 

Blue

Static automation hits the wall

Traditional bots and rule-based automation can’t adapt to complex, evolving workflows — they break when business logic changes.

Blue

Siloed systems and teams

Without intelligent coordination, systems like CRM, ERP, and email operate in isolation, slowing down operations and missing insights.

Blue

LLMs are underutilized

Enterprises license large language models but can’t align them with internal data, tools, or workflows, making them ineffective.

Blue

Manual work persists at scale

From onboarding to reporting, critical workflows still rely on humans to transfer data, check documents, and make routine decisions.

Blue

No real collaboration between bots

Most automation tools operate in isolation — AI agents introduce teamwork, where agents coordinate, delegate, and learn together.

Blue

Slow AI deployment timelines

AI implementation often drags due to limited internal capacity or tool complexity. Xenoss delivers agent systems in weeks, not quarters.

Blue

Security and compliance risks

Security, auditability, and data governance are afterthoughts in most low-code AI tools — making them unfit for regulated industries.

Blue

Automation that can’t improve over time

Rule-based systems don’t learn. They require manual updates and can’t adapt to new inputs, behaviors, or business conditions — leading to automation decay.

What you get with Xenoss AI agent development

From LLM orchestration to cross-system automation, we build agent systems that do real work.

Xenoss AI agent development
multi agent ai

Custom multi-agent systems

We design AI agents that work together, coordinating tasks, sharing context, and solving complex business workflows autonomously.

Integration with any enterprise stack

Integration with any enterprise stack

Our agents connect to CRMs, ERPs, internal APIs, and cloud tools — enabling end-to-end automation across your ecosystem.

Fine-tuned LLMs on your data

Fine-tuned LLMs on your data

We align AI behavior with your proprietary data using secure fine-tuning, grounding, and reinforcement learning from human feedback.

Fast, production-ready delivery

Fast, production-ready delivery

Unlike rigid AI tools or internal experimentation, we ship enterprise-grade agents in weeks, with QA, observability, and SLAs.

Low-code agent orchestration

Low-code agent orchestration

Through our XnCore platform, your teams can configure workflows, test agent interactions, and monitor performance — visually and securely.

Built-in governance and compliance

Built-in governance and compliance

Track every prompt, response, and system action. Our agent infrastructure supports audit trails, RBAC, encryption, and ISO-grade controls.

Multi-LLM flexibility

Multi-LLM flexibility

Use OpenAI, Claude, Gemini, Mistral, or your own private models — we’re LLM-agnostic and can switch providers or model types on demand.

Human-AI collaboration by design

Human-AI collaboration by design

Our agents can loop in humans at critical steps, ensuring oversight, approvals, or fallback when needed. Never fully black-boxed.

How to start

Transform your enterprise with AI and data engineering—faster efficiency gains and cost savings in just weeks

Challenge briefing

2 hours

Tech assessment

2-3 days

Discovery phase

1 week

Proof of concept

8-12 weeks

MVP in production

2-3 months

Shift from simple RPA to intelligent agent systems

triangle decor

Why choose Xenoss for your agentic AI development

A technical partner trusted by enterprises to deliver scalable, secure, and deeply customized multi-agent AI systems.

Advanced multi-agent system design

We engineer distributed AI agent architectures capable of autonomous coordination, context sharing, and parallel task execution across complex workflows.

Domain-specific LLM fine-tuning

Our team fine-tunes and grounds large language models on your proprietary data and internal systems, ensuring task relevance, accuracy, and compliance.

Accelerated enterprise deployment

We deliver production-ready agent systems in weeks through mature CI/CD pipelines, automated testing frameworks, and standardized delivery playbooks.

Purpose-built for operational excellence

Our agents are designed to handle multi-step reasoning, conditional logic, and integrated task execution across CRMs, ERPs, and internal services.

Infrastructure and integration agnostic

We support cloud, on-premise, and hybrid deployments with native integration into enterprise tools and systems via secure APIs and middleware.

LLM vendor flexibility with orchestration control

Leverage OpenAI, Claude, Gemini, or proprietary models without vendor lock-in — Xenoss provides the orchestration layer and interface abstraction.

Enterprise-grade security and compliance

Our systems include RBAC, encrypted data handling, activity logging, and audit readiness aligned with ISO 27001, SOC 2, and internal IT policies.

Cost optimization focus

Our solutions are designed to reduce total cost of ownership through lean orchestration, efficient inference strategies, selective LLM routing, and infrastructure-aware deployment models.

Featured projects

Enterprise AI agent development. Done right.

Start a conversation with our engineering team to scope your use case, review your architecture, and explore how Xenoss can deliver custom multi-agent systems tailored to your enterprise needs.

stars

Xenoss team helped us build a well-balanced tech organization and deliver the MVP within a very short timeline. I particularly appreciate their ability to hire extreme fast and to generate great product ideas and improvements.

Oli Marlow Thomas

Oli Marlow Thomas,

CEO and founder, AdLib

Get a free consultation

What’s your challenge? We are here to help.

    Leverage more data engineering & AI development services

    Machine Learning and automation