
Smarter forecasts, leaner stock. AI for food manufacturers.
Startup House is a Warsaw-based technology company implementing AI for food manufacturers and FMCG brands in Poland: demand forecasting, production planning, and plant digitalization. Founded in 2016, with over 100 products delivered.
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AI for production planning in FMCG
AI Demand Planner
Analyzes data, captures dependencies, and turns market signals into production plan recommendations. Supports your S&OP process — and where there is none, takes over its role.
How it works:
We combine hard data from your ERP with market signals your ERP can't see. An AI-powered multi-agent system delivers recommendations along with the data reasoning behind them. With AI Demand Planner, you make decisions with a full view of risks and opportunities.
What you get:
Decision Panel
Alerts, risks, and recommendations, all in one place, updated at a frequency you set.
AI Chat
Talk to your data. Check any recommendation and get the analysis you need.
Working with us, step by step:
01
AI Readiness Audit
We review and organize your company data and determine which market signals influence your demand.
02
Pilot
We launch the pilot and test the results.
03
Deployment
Integration with your ERP and production systems, without stopping plant operations.
04
Monitoring
Calibration and ongoing development of the production management system.
01
AI Readiness Audit
We review and organize your company data and determine which market signals influence your demand.
02
Pilot
We launch the pilot and test the results.
03
Deployment
Integration with your ERP and production systems, without stopping plant operations.
04
Monitoring
Calibration and ongoing development of the production management system.
Why you can trust us:
ISO 27001 compliance
GDPR compliance
Hosting and data processing in the EU
We do not train AI models on your company's data
Data encrypted in transit and at rest
See how we've helped our clients:

Cloud-based platform for Siemens Financial Services in Poland
An omnichannel SaaS application that enables automated credit decisions 24/7 and cuts the leasing application process to 2 minutes.
Embedded AI in a cybersecurity platform serving Fortune 500 clients
By embedding a conversational AI layer into the platform, we cut customer onboarding time by 95% and turned a quarterly reporting tool into a daily decision-support system.
Frequently Asked Questions
Do we need "good data" to start?
What do we need on our side?
Does AI Demand Planner replace the S&OP process?
How do you keep our data safe?
Will our data train models for other companies?
How do we know it will work for our business?
How is this different from the forecasting module in our ERP?
Which systems do you integrate with?
Let's talk about your production planning.
We'll check which market signals move your demand.




