# Technology

Factored AI builds and scales production-grade AI and data platforms for technology companies with demanding performance, reliability, and talent standards.

## Elite AI And Data Engineering Accelerating Your Roadmap

01

### **AI Infrastructure & MLOps Engineering**

Faster model deployment cycles with higher reliability in production.

Designed end-to-end ML platforms covering training, evaluation, deployment, monitoring, and governance across cloud environments.

02

### **Data Infrastructure & Developer Enablement**

Reduced friction for product and data teams while improving data quality and trust.

Built scalable data architectures, analytics layers, and self-serve tooling that integrate directly with engineering workflows.

03

### **Applied AI for Product Intelligence**

Enabled AI-powered features to ship faster without compromising quality or safety.

Embedded ML, NLP, and GenAI capabilities into core product surfaces with strong evaluation, guardrails, and observability.

## Case Studies & Proven Impact

### AI Platform Engineering for Production ML Systems

**Ship ML models to production faster without breaking reliability.**

Product teams struggled to operationalize models consistently across environments.

Built standardized ML platform components for training, deployment, monitoring, and rollback across cloud infrastructure.

Faster release cycles, improved system stability, and reduced operational overhead for engineering teams.

[Explore Our Work](/content/resources/case-studies?1_industry_equal=Technology/index.html)

### Data Governance & Access Control Framework

**Enable secure data access without slowing down development.**

Rapid data growth created governance risk and access bottlenecks.

Implemented fine-grained data access controls, metadata management, and audit-ready pipelines.

**Improved compliance posture while enabling faster experimentation for product and analytics teams.**

[Explore Our Work](/content/resources/case-studies?1_industry_equal=Technology/index.html)

### Developer-Focused Analytics & Observability Platform

**Give engineers real-time visibility into data and system behavior.**

Engineers lacked reliable observability across data pipelines and services.

Built real-time analytics and monitoring layers integrated directly into engineering workflows.

**Faster incident resolution, higher system reliability, and improved developer productivity.**

[Explore Our work](/content/resources/case-studies?1_industry_equal=Technology/index.html)

### Scalable Feature Stores & Model Serving Infrastructure

**Serve consistent features and predictions across products at scale.**

Inconsistent feature definitions caused model drift and unreliable predictions.

Designed centralized feature stores and low-latency model serving infrastructure.

Improved model consistency, reduced rework, and faster onboarding of new ML use cases.

[Explore Our Work](/content/resources/case-studies?1_industry_equal=Technology/index.html)

### GenAI Enablement for Product Teams

**Safely embed generative AI into customer-facing products.**

Product teams wanted GenAI features but lacked evaluation, safety, and scalability controls.

Built GenAI pipelines with prompt management, evaluation harnesses, and monitoring guardrails.

Faster GenAI feature launches with reduced risk and higher confidence in production behavior.

[Explore Our Work](/content/resources/case-studies?1_industry_equal=Technology/index.html)

## Three Engagement Models

### **Embedded Engineers**

Elite, dedicated engineers who onboard quickly, are embedded in your team, and are managed by your stakeholders.

### **Managed Services**

End-to-end AI and data solutions designed, managed, and scaled by Factored to drive measurable ROI.

### **Advisory in AI, ML, and Data**

Senior architects guide feasibility, prioritization, and strategy with expert insight to de-risk critical decisions, solve challenges and drive competitive advantage.

Want to discuss a solution for you?

[Start Building](/content/contact/index.html)

Elite engineers ready to accelerate your roadmap.

Start vetting within one week.

Have talent placed in under a month.