01
Agentic AI & automation
AI agents and multi-agent workflows that plan, use tools and act inside your ERP, CRM and ticketing systems, with human approval where it matters.
AI & ML consultancy · Stockholm
You bring the problem.
We deliver the AI.
Turn ambition into ascent.
Milstra is an AI and ML consultancy in Stockholm. Our experts design, build and run AI systems: agents, copilots, machine learning models and the cloud platforms beneath them. You get working software in production, not extra headcount.
You
Bring a business requirement
“Cut invoice handling time.” “Forecast demand.” “Let staff search our documents.”
Milstra experts
Design, build and test the solution
Architecture, data, models, evaluation, security and cloud. One accountable team.
Delivered
AI running in production
Handed over to your team, or run and improved by us.
Ways to work with us
Choose how you want it delivered.
Four ways to engage. The same Milstra experts behind every one.
Outcome-based project
A defined scope, delivered end to end by our team against agreed milestones, with a clean handover at the end.
Suited to a clear business problem that needs a working solution.
Managed AI service
We operate your AI after launch: monitoring quality and cost, retraining models, upgrading agents and keeping them secure.
Suited to AI systems that are live and need to stay reliable.
Advisory retainer
A senior Milstra expert who guides your AI strategy, architecture and vendor choices on a continuing basis.
Suited to leadership steering a wider AI programme.
Hourly consulting
Our experts engaged by the hour for advice, technical reviews or hands-on work alongside your team.
Suited to focused questions, reviews and short assignments.
Not sure which fits? Tell us the problem and we will recommend one. See how we work
AI & ML services
From the first use case to AI that runs your workflows.
Everything needed to take AI from idea to production, and keep it there.
02
Generative AI apps & copilots
Assistants, enterprise search and document intelligence grounded in your own data, so answers are accurate, cited and permission-aware.
03
Custom machine learning
Predictive models built for your data: demand forecasting, anomaly and fraud detection, churn prediction, computer vision and NLP.
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Private & fine-tuned models
Fine-tuned small and open-weight language models, hosted in the EU or on your own infrastructure, for when data can’t leave or cost and latency matter.
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LLMOps, MLOps & evaluation
The engineering that keeps AI reliable: automated evaluations, observability, drift monitoring, versioning and cost control for models and agents.
06
AI security & governance
EU AI Act and GDPR readiness, risk classification, guardrails and red-teaming against prompt injection and data leakage. Built in, not bolted on.
07
Data foundations for AI
Pipelines, lakehouse platforms, vector databases and data quality, so your models and agents work from data you can trust.
08
AI-powered software engineering
Modernise legacy systems and speed up delivery with AI coding agents, and help your developers adopt them safely in their own workflow.
START HERE
AI strategy & use-case discovery
Not sure where to begin? We map your processes, rank AI opportunities by value and feasibility, and deliver a roadmap with a first proof of value.
Learn moreIndustries
AI where it matters most.
We know the data, the regulations and the common requirements of the sectors where AI creates the most value.
Banking & insurance
Data-rich, highly regulated and full of manual processes that AI can take over safely.
Healthcare & life sciences
Better care and faster research, with patient data protected at every step.
Telecom
Networks, devices and millions of customers, where small improvements scale.
Manufacturing & industry
Higher quality and uptime on the factory floor, with AI that works next to people and machines.
Automotive & mobility
From the software-defined vehicle to the engineering and service processes behind it.
Retail & e-commerce
Sharper forecasts and more relevant experiences, online and in store.
Energy & utilities
Balancing supply and demand in a grid that changes every hour.
Public sector
Faster, fairer services for citizens, with AI that meets the highest bar for trust.
From requirement to production
Four milestones. No endless pilots.
Milestone 1
Discover
We clarify the requirement, the data and the measure of success, and agree scope and price.
Milestone 2
Prove value
A working prototype on your real data, evaluated against the success measure before you commit further.
Milestone 3
Build & ship
Production-grade engineering: security, integrations, testing and rollout to real users.
Milestone 4
Run & improve
Hand over to your team, or let us operate and improve it as a managed service.
Our experts
Delivered by Milstra’s own experts.
Every service is delivered by specialists on the Milstra team. The people who scope your project are the people who build it, so nothing gets lost along the way.
- AI & agent engineers
- ML & data scientists
- Data engineers
- Cloud architects
- DevOps & MLOps engineers
- AI security & governance
Why Milstra
Not a traditional IT consultancy.
Outcomes, not headcount
We commit to a result and own delivery. Placing individual consultants is the exception, not our business model.
Production first
Every engagement is designed to reach real users, with evaluation and monitoring from day one.
European by design
Based in Stockholm. GDPR, data residency and the EU AI Act are part of the architecture.
Vendor-neutral
We pick the model, cloud and tooling that fit your needs, and avoid lock-in where we can.
Let’s talk about your next milestone.
Send us the problem you want solved. A short description is enough. We’ll come back with how we’d approach it and the best way to deliver it.