AI at ITDS
We turn AI ambition into production.
No lengthy RFPs, no months of discovery. Practical delivery led by experienced technology teams, from strategy to implementation. With offices in Warsaw and Lisbon, delivering across Poland, Portugal, Europe and the US.
Our offer
Three pillars. One transformation.
AI for Processes
We help organisations streamline operations, automate repetitive workflows and introduce AI where it creates measurable business value. From intelligent agents to workflow orchestration, our focus is always on practical solutions that improve efficiency, decision-making and scalability.
AI for Workforce
AI transformation only works when people are part of it. We support organisations in building AI-ready teams through practical enablement, tool adoption and new ways of working – helping employees use AI confidently, effectively and responsibly in their day-to-day roles.
AI for Engineering
We provide AI-native engineering and product teams that help organisations build, modernise and scale software more efficiently. Whether supporting existing platforms or launching new products, we combine delivery expertise with AI-driven development practices to accelerate outcomes without compromising quality
How we work
Choose the engagement model that fits your business
Outsourcing of AI specialists
Individual AI & Data specialists
- Pre-vetted specialists available quickly
- AI-assisted screening included
- Flexible contract length
- Poland & Portugal talent pools
Augmented delivery teams
Augmented teams
- Teams built around your business and technical needs
- Engineering, product and delivery expertise included
- Flexible scaling as priorities evolve
- Long-term stability focus
AI project implementation
End-to-end AI delivery
- Clear scope, timelines and delivery model
- Fixed-price or time & material engagement options
- Full project coordination and technical delivery
- Ongoing optimisation and post-launch support available
Individual AI & Data specialists
- Pre-vetted specialists available quickly
- AI-assisted screening included
- Flexible contract length
- Poland & Portugal talent pools
Augmented teams
- Teams built around your business and technical needs
- Engineering, product and delivery expertise included
- Flexible scaling as priorities evolve
- Long-term stability focus
End-to-end AI delivery
- Clear scope, timelines and delivery model
- Fixed-price or time & material engagement options
- Full project coordination and technical delivery
- Ongoing optimisation and post-launch support available
The shift
You don’t need more engineers. You need better-equipped ones.
Old model
Input
More engineers
Output
Linear output
Cost
High headcount cost
Speed
Slow cycles, few experiments
ITDS model
Input
AI-augmented engineers
Output
Exponential output per engineer
Cost
Leaner team, lower cost
Speed
Faster cycles + more experimentation
3x
faster delivery
40%
lower dev cost
5x
more projects
10x
more experiments
Why partner with ITDS
AI practitioners, not theorists.
Practical expertise across all three AI pillars – operations, workforce and engineering. We build and deliver AI solutions in real business environments, with a focus on adoption, scalability and measurable outcomes.
Whether you’re a fast-growing company or a large enterprise organisation, we adapt the delivery model to your structure, pace and level of complexity. From targeted support to organisation-wide AI transformation.
We don’t stop at recommendations. From embedded specialists and delivery squads to full AI implementation projects, we stay involved through execution – with clear ownership, measurable progress and business outcomes at the centre.
AI adoption requires more than technology alone. We help organisations navigate compliance, governance and secure delivery in line with evolving European regulations, including the EU AI Act and enterprise data standards.
Our specialist pool is based primarily in Poland and Portugal – two of Europe’s strongest AI and engineering talent markets – giving you access to senior skills at Central European rates, whether your project is in Warsaw, Amsterdam, London or New York.
AI is part of how we operate internally as well. Our proprietary AI-assisted screening and matching processes help identify the right specialists faster, streamline team assembly and improve delivery fit from day one.
Who we work with
Built for SMEs and large corporates.
Whether you’re scaling a growing business or navigating enterprise-level complexity, the goal stays the same: turning AI into real business value.
- You want to move fast and punch above your weight with AI
- Limited internal AI expertise – you need practitioners, not just a platform licence
- Access a full AI capability without the full-time hire cost
- The AI-augmented model means a smaller team delivering more
- Start with one pillar, expand as value is proven
- AI is on the board agenda – but pilots aren’t converting to enterprise scale
- Need a delivery partner, not another strategy consultancy
- We embed at process, people and engineering level simultaneously
- Large vetted talent pool to staff multiple workstreams in parallel
- Track record of delivery in complex, regulated environments
AI for Processes
Orchestration platform for AI agents
Every AI agent we deploy is tailored to your business environment and operational needs. What we bring is the orchestration infrastructure required to design, deploy and manage AI agents at scale – deployed using transient.AI, our orchestration technology partner.
No off-the-shelf agents. Every solution is designed around your processes, data, and constraints.
Complex workflows requiring multiple agents working in sequence or in parallel – designed and deployed end-to-end.
Custom MCP servers connecting your agents to internal systems, APIs, and data sources.
LLM-powered decision logic embedded in your operational workflows – with routing, fallback, and cost controls built in.
Agents integrated into your existing infrastructure – not bolted on top of it.
Production-grade monitoring, alerting, and ongoing optimisation – so your agents keep working as your business evolves.
Technology stack
Our engineers work across the full AI ecosystem
We work with two distinct types of AI projects – and the tools we use reflect that. Whether you’re integrating AI into an existing product or building a custom model from the ground up, our engineers know the stack that gets it done.
The fastest path to production when you want to add AI capabilities, automate workflows, or build intelligent agents – without training your own models.
LLMs
OpenAI (GPT) / Anthropic Claude / Google Gemini / Mistral AI / Cohere / Azure OpenAI
Agent Frameworks
LangGraph / CrewAI / AutoGen / Microsoft Semantic Kernel
RAG & App Layer
LangChain / LlamaIndex
Vector Databases
Pinecone / Weaviate / FAISS / Milvus
The right path when off-the-shelf models aren't enough and your competitive advantage lives in proprietary data.
Core ML
Python / PyTorch / TensorFlow / Scikit-learn / Hugging Face
MLOps
MLflow / DVC / Ray / W&B / Great Expectations
Model Serving
vLLM / ONNX Runtime / FastAPI / TorchServe / TensorFlow Serving / Kubernetes / Kubeflow
Z KIM WSPÓŁPRACUJEMY
Partnerzy
How hiring decisions are really made
AI is no longer an experiment in recruitment. It already shapes how candidates are evaluated, how decisions are structured, and how time is protected.
Next steps
Move from AI discussion to practical execution.
There’s no need for lengthy RFP processes or months of discovery. We focus on straightforward conversations, clear priorities and tangible progress from the very beginning.
Ready to scale your AI initiatives?
Book a free 60-minute AI opportunity call — we’ll map where AI creates the most value for your business.
Are you an AI engineer looking for your next project?
We work with specialists across Poland and Portugal.