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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.

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Challenges with rigid automation Xenoss can eliminate

 

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Static automation hits the wall

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

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Siloed systems and teams

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

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LLMs are underutilized

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

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Manual work persists at scale

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

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No real collaboration between bots

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

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Slow AI deployment timelines

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

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Security and compliance risks

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

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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

Custom AI & data engineering services

Custom multi-agent systems

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

Custom AI & data engineering services

Integration with any enterprise stack

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

Custom AI & data engineering services

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.

Custom AI & data engineering services

Fast, production-ready delivery

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

Custom AI & data engineering services

Low-code agent orchestration

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

Custom AI & data engineering services

Built-in governance and compliance

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

Custom AI & data engineering services

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.

Custom AI & data engineering services

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.

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Enterprise AI agents:

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Trusted by AI & data driven companies

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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.

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Shift from simple RPA to intelligent agent systems

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Featured projects

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Alex Belyansky

Director of Engineering, INMAR

It was a great pleasure working with the Xenoss team. The project was complex and challenging - a rich media editor supporting animation, timeline editing, special effects, undo/redo functionality, and other unique features not commonly found. The project was time-boxed for 3 months. It was a ground-up development incorporating niche technologies that required extensive research and prototyping. Not only did the team deliver a fully working MVP on time, but they also exceeded the requirements in several key instances. The architecture was thoroughly designed, and the UX was executed according to the specifications. I'm very grateful for this experience and highly recommend Xenoss.

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Ben Dzamba

VP of Product, Powerlinks

Before turning to Xenoss, we had a demand-side platform that was costly and not scalable. Having access to a wealth of experience on the Xenoss team related to our domain of real-time bidding, we’ve cut costs and now have a much more efficient, reliable DSP for our customers. I’d gladly recommend Xenoss as a technology partner. I’ve found the team to be very professional and diligent, ensuring that our needs and expectations are met through every step of the development process.

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Brandon Keenan

CMO, ViVV LABS

We loaded a huge client into the ViVV Labs Platform today—with the incredible support of the Xenoss team. We’ve done this a number of times already, and it’s worked flawlessly every time, but this one was different. It was a key client for our business. If you want to experience what it’s like to pull your walled garden data effortlessly and apply data science to your spend to potentially save 30–40%, partner with Xenoss.

David Philippson

David Philippson

CEO & Co-Founder, Dataseat

We were looking for an experienced vendor to develop a performance-based media buying solution from scratch. One of the main reasons why we chose Xenoss was their extensive domain knowledge. It allowed us to save time and effort at the initial stages and dive right in product development. The team’s been very professional and responsive to our needs and was able to deliver the MVP under just several months. Later on, they’ve transformed it into a fully featured platform for in-game advertising, which already proved highly scalable and able to manage high load. I’ve been truly happy with their work, high quality standards, and communication.

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Edward Lyon

Head of Product, Smartly

Our business has grown since we started working with Xenoss by an enormous amount and much of that has to do with the software that they’re developing. The most impressive aspect of our collaboration is that the Xenoss team keeps on solving challenges we put in front of them and these are challenges that anecdotally, other businesses have tried solving but are not successful.

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Matt Cannon

COO, Venatus

We've been a client of Xenoss for a year now and find them an excellent technology partner. Highly skilled and knowledgeable with the ability to rapidly adapt to our needs. We intend to double the size of our current team with them in 2021.

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Oli Marlow Thomas

Founder and CIO Smartly.io

At some point in our business journey, we had a frustrating experience with our product, from barely managing its instability to fixing errors on the fly. Xenoss team helped us build a well-balanced tech organization and deliver the MVP within a very short timeline. It let us timely onboard huge clients such as Adidas, Tesco, Uber, and keep up our growth pace. I’m glad we’ve been working with such a highly-productive team. I particularly appreciate their ability to hire extremely fast and to generate great product ideas and improvements.