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AI Development
Design and development of custom AI applications and intelligent systems — from model selection and context design to evaluation and operation.
AI Engineering · Custom Software · Intelligent Systems
We build intelligent systems that solve real business problems.
AI agents, intelligent APIs, databases and custom software solutions — from idea to implementation.
How intelligence flows through systems
- AI
- Agents
- APIs
- Data
- Business Systems
About FederSoft
We build intelligent systems and custom software.
FederSoft designs and develops AI solutions, intelligent agents, custom software, APIs and database systems.
From understanding the business problem and designing the system to development, integration and production, we take care of the entire delivery.
We bring AI capabilities into existing systems, build new intelligent applications and develop custom software designed to evolve with your business over the long term.
We don’t just deliver technology. We build working systems tailored to your business needs.
Services
What we build
Seven disciplines, one goal: systems that fit the way you operate and hold up in production.
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AI Agents
AI agents that don’t just answer, but use tools, communicate with systems through APIs and carry out tasks.
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AI Consulting
Support with AI strategy, technology decisions, architecture and AI adoption across your organization.
- 04
Intelligent APIs
Intelligent APIs and backend endpoints that connect AI models, business logic and enterprise systems.
- 05
Data & Databases
Design and development of databases, data models, data pipelines and data infrastructure.
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Custom Intelligent Systems
Custom intelligent systems built for complex business processes.
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Custom Software Development
From architecture to go-live
We deliver software tailored to your business processes and specific requirements — from design all the way to production.
We design the system architecture, build the right backend and database layer, develop the APIs and frontends you need, and then integrate and launch the complete system.
Whether it’s a new digital product, an internal business system or the evolution of an existing solution, we build software that fits the way your business works.
AI Agents
AI becomes truly valuable when it can act.
AI agents do more than generate answers.
They can:
- gather information
- use tools
- communicate with systems via APIs
- process data
- execute workflows
- handle complex tasks
FederSoft builds agent-based systems that operate as part of real business processes.
Anatomy of an agent workflow
- UserA request or an event starts the flow
- AI AgentInterprets the goal and context
- Reasoning / PlanningBreaks the task into steps
- ToolsSelects the right tools
- APIsCalls systems in a controlled way
- DataReads, writes and verifies
- Business SystemsThe result lands in the existing process
Intelligent Architecture
AI as part of the whole system — not an island.
We integrate AI across the entire technology stack: from the interface through the agent layer and APIs down to your data and existing business systems.
Where the need originates: a question, a document, an event or the next step in a business process.
Web interfaces, internal tools, copilots and embedded features that make intelligence usable.
Agents that interpret goals, plan steps and decide on the next action within clearly defined boundaries.
Well-defined, secured interfaces through which agents and applications access business logic and services.
Relational and vector databases, knowledge bases and data pipelines — the foundation intelligence builds on.
ERP, CRM, document management and internal systems: new solutions work with them, not around them.
Solutions
From problem to production-ready solution.
We start with the problem, not the technology. Typical starting points — and how intelligent systems address them.
Intelligent Customer Support
Problem
Recurring requests tie up the team, response times grow and the knowledge needed is spread across several systems.
Intelligent solution
An AI assistant that answers based on your documentation and systems, and hands complex cases to your staff with full context.
Business outcome
Faster, consistent answers — and more time for the requests that really need expertise.
Technology
Capabilities across the full stack.
We don’t sell individual tools — we bring the engineering expertise that turns the right components into a working system.
AI & Agents
Applications built on language models, and agents that can act.
- LLM Applications
- AI Agents
- RAG
- Tool Calling
Knowledge & Data
The foundation intelligence builds on.
- Vector Databases
- Knowledge Systems
- Data Pipelines
- Database Architecture
Integration & Automation
The connection to existing systems and processes.
- API Integration
- System Integration
- Workflow Automation
Engineering & Infrastructure
Solid backends and scalable operations.
- Backend Engineering
- Cloud Infrastructure
- Custom Software Development
Process
How we work
A clear process — from the first conversation to a system running reliably in production.
01
Understand
We understand the business problem, the goals and the operating environment.
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Design
We design the system architecture and the technical solution.
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Build
We implement the AI, backend, data and software components.
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Production
We integrate the system and deploy it to production.
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Scale
We evolve the system and adapt it to changing business needs.
Why FederSoft
The principles we work by.
We would rather convince you with how we work than with promises.
Engineering-first
We approach every problem from a technical and system-design perspective as well.
Custom solutions
We don’t force a one-size-fits-all product onto every problem.
Production mindset
The goal isn’t a demo — it’s a system that works in production.
Integration
New solutions have to work with the systems you already have.
Long-term thinking
We build architectures that can be extended and scaled later on.
Contact
Let’s talk about your project.
Briefly describe the problem you want to solve or the system you’d like to build. We’ll get back to you to discuss the next steps.
Send us an email
Briefly describe the starting point, the goal and any deadlines. We will get back to you shortly to agree on the next steps.