ML Pipelines in Detroit.
Feature stores, training, and model serving. Shipped by senior engineers in Detroit, async-first, fixed-price.
IRPR.io ships ml pipelines work for Detroit teams — engineering-led, async-first, and senior-only. Feature stores, training, and model serving.
Our data & analytics practice has delivered ml pipelines projects across startups, scale-ups, and enterprise operators. Every engagement is fixed-price, fixed-scope, and ends with a production-grade handoff.
Detroit is the global automotive capital - and that means a massive enterprise software, IoT, and industrial-AI footprint. Ford, GM, Stellantis, and a wave of mobility/EV startups anchor a uniquely industrial-software ecosystem.
Types of ml pipelines we ship for Detroit teams.
Modern data stack
Fivetran + Snowflake + dbt + Looker in 6-8 weeks, production-ready.
Event tracking
Typed event schemas with PII safety - PMs answer their own questions.
Reverse-ETL rollout
Pump clean data into Salesforce, HubSpot, Stripe, Intercom.
ML pipeline
Feature stores, model serving, monitoring, drift detection.
Dashboards and BI
Self-serve BI with Looker, Metabase, or Tableau.
Data governance
PII tagging, retention policies, DSAR tooling, GDPR/CCPA/HIPAA.
ML Pipelines for every Detroit business.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
Data stack by vertical
Data engagements
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Industries we build ml pipelines for in Detroit.
Why Detroit is a tech city.
Detroit is the global automotive capital - and that means a massive enterprise software, IoT, and industrial-AI footprint. Ford, GM, Stellantis, and a wave of mobility/EV startups anchor a uniquely industrial-software ecosystem.
ML Pipelines that ships - on Detroit's terms.
Detroit-aware engineering
We know the manufacturing and logistics buyers in Detroit. Our roadmaps reflect what local operators actually ship.
Senior-only delivery
Every ml pipelines project is led by an engineer who has shipped this work in production. No junior delegation.
Fixed price, fixed scope
You know the budget and timeline before engineering starts. Change orders are priced transparently.
US-aligned async-first
We overlap Detroit work hours for standups, demos, and decisions. No overnight timezone drag.
Compliance by design
HIPAA, SOC 2, PCI, GDPR - baked in at architecture, not bolted on for audit. We've passed first-attempt audits for clients in your industry.
Your code, your IP
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Idea → Roadmap → Product → Release.
Every engagement runs through the same four-stage pipeline. Predictable by design.
More from Detroit.
Other services we ship in Detroit, and the same ml pipelines expertise in other US metros.
Other data & analytics work we ship in Detroit.
Questions clients ask first.
Your ml pipelines project in Detroit, shipped.
Book a discovery call with an engineer who has shipped ml pipelines projects for Detroit teams. 30 minutes, no deck.