A specialized AI Agency from Germany

We build AI features

We plan, build and deploy AI features for your software.
With years of experience, we can take on challenging custom implementations for AI workflows, Agents and LLM customizations.

Let's get in touch

We are specialized in

Custom large-scale AI solutions that can be deeply integrated with your system.

01

AI Workflows

A fixed set of steps that are executed reliably, traceably and scalable from the ground up. If your AI feature needs produce a defined outcome for a given input, AI workflows build the basis.

02

AI Chatbots

Communicate with a user with connected knowledge, system and tools. A chatbot can be connected to traditional software to provide support or allow interaction with the application.

03

AI Agents

Autonomous agents that can reason, plan, and execute tasks independently, connecting to APIs and tools to get real work done, defined by a set of rules. Observable through audit trails, guided by guardrails.

04

RAG

Provide context to LLM applications via RAG. Connecting AI application to external sources and present the context in a relevant fashion. With the right permissions through the whole system.

Sequential Processes

AI Workflows

We design and build intelligent workflow pipelines that orchestrate complex business processes — with monitoring, error handling, and human-in-the-loop controls built in from day one.

  • User Requests: If your application offers AI features to users, they need to run reliably and can be traced to the last token.
  • Batch Processing: Especially when processing large amounts of data, queues and rate limits need to be in place to work on items sequentially
  • Businiss Processes: To extend current business process with AI artifacts, an AI workflow environment can provide the deterministic connection to the probibalitic nature of AI
AI Chatbots

Conversational AI that understands your customers

We build intelligent chat interfaces that handle complex multi-turn conversations, integrate with your existing systems, and provide context-aware responses that feel natural and helpful.

  • Customer Support: 24/7 automated responses, ticket creation, escalation routing, and seamless handoff to human agents
  • Lead Generation: Qualify prospects, book meetings, answer product questions, and nurture leads through the funnel
  • Internal Tools: HR assistants, IT helpdesk, knowledge base search, and employee self-service portals
  • Omni-Channel: Web widgets, WhatsApp, Slack, Microsoft Teams, and custom API integrations
AI Agents

Autonomous Intelligence

Build intelligent autonomous agents that can understand complex goals, break them down into actionable steps, and execute tasks across multiple tools and APIs.

  • Multi-Step Planning: Break down objectives into actionable sequences
  • Tool Integration: Connect to APIs, databases, and internal systems
  • Contextual Memory: Remember past interactions and build knowledge
  • Human-in-the-Loop: Built-in oversight and approval controls
RAG

Retrieval-Augmented Generation

RAG combines the power of large language models with real-time data retrieval, enabling AI systems to deliver accurate, up-to-date answers grounded in your knowledge base.

  • Accurate Responses: Grounds model outputs in verified documents and data sources, reducing hallucinations.
  • Real-Time Knowledge: Dynamically retrieves relevant information from your up-to-date data stores.
  • Transparent Sources: Provides traceable citations so users can verify answers against original documents.
  • Scalable Retrieval: Handles large document corpora with efficient indexing and semantic search pipelines.
Why Bariton

Engineering Intelligence

The Challenge

Building AI into your software is hard. Not only does the technology move fast, but your team is also specialized in your software, not in AI. The newly emerging branch of AI software needs a specialized team of people who deal with the ever-evolving technology stack of AI and are capable of delivering reliable and scalable solutions.

Growing LLM capabilities make new software features possible, but they also differ in implementation, deployment, and maintenance compared to traditional software. Probabilistic AI features need to interface with the deterministic traditional layer. This requires a new way of processing requests on the backend, as well as new UI and UX components in the front end that are different from anything that came before.

The new way of thinking

When implementing AI features, we need new constructs. Because AI features are probabilistic in nature and traditional software is deterministic, the outcome can vary even for the same inputs. Dependencies on external inference servers can be flaky or return invalid data. That is why we need constructs that can handle this new set of challenges in both the backend and frontend.

That's Bariton AI

To tackle these unique challenges, a dedicated team of AI and ML engineers is essential, paired seamlessly with strong backend expertise to deliver robust, production-ready solutions. That is exactly why we started Bariton AI Engineering.

We are a passionate group of technologists with highly specialized skills in AI development. We thrive on building custom systems, architecting complex data pipelines, and solving the most challenging technical problems that arise when integrating intelligence into existing platforms.

With decades of combined experience in software engineering, our focus is entirely on bridging the gap between deterministic traditional software and probabilistic AI features. We seamlessly integrate with your existing teams as a strategic extension—guiding architecture, implementing best practices, and maintaining a diverse range of large-scale AI functionalities to ensure your product's long-term success.

Get In Touch

Let's Build Something Amazing

Ready to transform your business with AI? We'd love to hear about your project and explore how we can help.

Contact Us

info@bariton.ai
+49 174 2833434

We will get back to you ASAP.

Location

Bariton AI Engineering
Bertolt-Brecht-Strasse 7
45968 Gladbeck
Germany

Remote-first team