shouldi - AI Decision Simulator
How we combined LLMs, Monte Carlo simulations, and domain-specific skills to build a decision simulator.
1K+ users<5s analysis1,000 Monte Carlo simulations
Read Full Case StudyWe Build Data & AI Products
We Build Data &
AI Products
Crafting data and AI products from the ground up — and helping others do the same. From intelligent tools to production ML systems, we turn data into action.
15+
Projects Delivered
5+
Years Experience
90%
Client Satisfaction
Trusted Partners & Technologies
GCP
Google CloudAWS
AWSDBX
DatabricksANT
AnthropicOur Services
End-to-End Data & AI Services
From data infrastructure to production AI — we cover every stage of the data lifecycle to transform your organization into a data-driven leader.
01
Web Development
Designing modern, high-performance web applications with cutting-edge technologies. From responsive landing pages to complex full-stack platforms.
Next.js & ReactFull-Stack AppsResponsive DesignPerformance Optimization
02
Data Engineering
Building scalable data-intensive applications that match your business demands. We create future-proof data pipelines, warehouses, and lakes.
ETL/ELT PipelinesData WarehousingReal-time StreamingData Quality
03
Data Science
Crafting bespoke machine learning models to meet your specific needs, boost revenue, cut costs, and secure a competitive edge with AI.
Predictive AnalyticsStatistical ModelingDeep LearningNLP Solutions
04
MLOps
Developing state-of-the-art platform, deployment and monitoring architectures to support and accelerate use case development for ML teams.
CI/CD for MLModel MonitoringFeature StoresA/B Testing
05
AI Engineering
Designing and developing tailored AI solutions that efficiently, ethically, and securely integrate into your existing systems.
LLM IntegrationRAG SystemsAI AgentsCustom Models
Our Process
How We Transform Your Data
Our proven methodology ensures every project delivers measurable results. We combine deep technical expertise with a human-centric approach to drive your data transformation forward.
01
Discovery & Strategy
We analyze your data landscape, business goals, and technical requirements to craft a tailored roadmap for your data transformation.
02
Architecture Design
Our experts design scalable, future-proof architectures that align with your infrastructure, ensuring seamless integration and optimal performance.
03
Development & Integration
We build robust data pipelines, train precise ML models, and develop AI solutions that integrate smoothly with your existing systems.
04
Deployment & Monitoring
Production-ready deployment with comprehensive monitoring, automated retraining, and continuous optimization to ensure lasting value.
Case Studies
Our Work in Action
Explore how we've helped businesses transform their data into competitive advantage through innovative solutions.
24/7 AI Personal Assistant
How we built a zero-cost AI agent that runs 24/7 on AWS, manages calendars, searches the web, and automates workflows through Telegram.
$0 infrastructure24/7 uptime6 integrated skills
Read Full Case StudyAbout ActOnData
Your Partner in the Data Revolution
ActOnData is a product studio that builds data and AI products. We create our own tools — like shouldi.io and our 24/7 AI Personal Assistant — and we help businesses build theirs.
We architect, build, and ship end-to-end: from data pipelines and ML models to production-ready AI systems. Every product we release reflects our hands-on engineering approach.
Alongside our own products, we offer consulting and engineering services for companies looking to build data-driven solutions — bringing the same product-first mindset to every engagement.
Navigating AI's Evolving Terrain
We provide expert guidance and clarity, helping your organization adapt and stay ahead in a constantly changing technological landscape.
Boosting Your AI ROI
Many businesses struggle to achieve significant returns from their AI initiatives. We provide strategies for measurable growth and business alignment.
Accelerating AI Expertise
Our specialists integrate with your team, elevating expertise and accelerating project timelines with deep understanding of AI and data systems.
Streamlining AI Adoption
Our method simplifies your transition, boosting operations and productivity with minimal complexity and disruption to your business.
Meet the Team
Desared Osmanllari
Founder & Lead Data Scientist
Data Scientist & ML Engineer with over 7 years of experience in data-driven application development and machine learning. MSc in Software Systems Engineering from RWTH Aachen University. Passionate about turning complex data into clear, actionable products.
Get in Touch
Ready to Transform Your Data?
Let's discuss your project and see how we can turn your data into a competitive advantage. No commitment required — just a conversation about possibilities.
Email
info@actondata.io
Phone
+49 176 57799502
Location
Berlin, DE