Production & Integration
From model to working system
A model only creates value once it runs in production. We deliver our data and ML projects end-to-end: dashboards on live data, integrations with your existing systems, and the web applications and monitoring around them, built with the same engineering rigor as the models themselves.
What We Build
The production layer around your data and models
Models in production
We take machine learning models from prototype to reliable production: APIs, automated pipelines, recalibration, and monitoring. Not a standalone notebook, but a system you can build on.
- Model APIs & deployment
- Automated data pipelines
- Recalibration & retraining
- Performance monitoring
Dashboards on live data
Management dashboards wired directly to your data sources and models, so predictions, KPIs, and alerts are always current and lead to decisions.
- Power BI, Tableau & custom
- Live data connections
- Predictions & alerts in view
- Role-based access
System integrations
Direct connections between your ERP, CRM, webshop, and data environment. Automated data flows that eliminate manual work and feed your models clean, current data.
- API integrations
- ERP / CRM connections
- Automated data sync
- Real-time updates
Web applications & portals
Custom-built web applications, client portals, and internal tools, with your data and models built in from the start. No templates, full ownership.
- Custom design & branding
- Models built in
- Mobile-first responsive
- Performance tuned
What You Get
Built to last, designed to scale
100%
Custom built
No templates. Every system is engineered for your data, models, and business needs.
2 yr
Guarantee
Full warranty on functionality, including hosting and minor adjustments.
2 wk
Sprint cycles
Iterative development with visible progress and feedback moments every two weeks.
24/7
Monitoring
Continuous uptime and model monitoring with proactive maintenance to keep your system running.
How We Work
From model to production
Discovery & Architecture
We map your data sources, systems, and desired flows. You get a clear blueprint of the production architecture before any build starts.
Integration & Data Connectivity
We connect your sources and ensure clean, current data flows, the foundation on which models and dashboards run reliably.
Sprint-Based Development
Agile development with deliverables every two weeks. You see progress continuously and can steer direction as we build.
Launch & Aftercare
Go-live support, performance and model monitoring, and a 2-year guarantee. Hosting included, with ongoing maintenance and support.
FAQ
Common questions about production & integration
By default we deliver our data and ML projects fully in production, including integrations, dashboards, and monitoring. Already have a model or a prototype (including one you built yourself) and want it made production-ready? That can be a standalone engagement too.
Yes. Every project includes 2 years of hosting and a functionality guarantee. Minor adjustments are included during this period, and we monitor both uptime and model performance.
Yes. We connect to your ERP, CRM, webshop, data warehouse, or any source, via APIs or direct integrations. The goal is clean, current data that reliably feeds your models and dashboards, without manual work.
We begin with a no-obligation consultation to understand your situation and goals. From there you get a transparent quote tailored to your project scope. Every project is scoped individually, reach out and we'll walk you through it.
Let's talk business
Do you want to know how we can help you grow your business? Schedule free consultation with one of our experts and discover the possibilities.
