Voltage Schema is Now in Public Beta! ⚡

Today marks an exciting milestone in our journey to transform how organizations approach analytics. After months of development and testing, we're thrilled to announce that Voltage Schema is now available in public beta.

The Problem: Analytics Chaos is Everywhere

If you've worked with analytics at any growing organization, you've likely experienced the pain:

• Inconsistent tracking across teams and features
• Knowledge silos where only a few people understand the data
• Broken dashboards when someone changes an event name
• Hours wasted debugging why metrics don't match
• Stale documentation that nobody trusts or maintains

This chaos isn't just frustrating—it's expensive. Poor data quality leads to bad decisions, and bad decisions cost money.

Why Voltage Schema Exists

We built Voltage Schema because we believe good decisions start with good data, and good data starts with good tracking infrastructure.

Most organizations treat analytics as an afterthought. Events get added reactively, properties are inconsistent, and documentation becomes outdated the moment it's written. This reactive approach creates technical debt that compounds over time.

Voltage Schema flips this model by making schema-first analytics accessible to every organization, regardless of size or technical sophistication.

The Journey to Data Maturity

Organizations naturally progress through stages of data maturity. Most get stuck somewhere between stages 2-4, struggling with chaos and knowledge silos:

Stage 1: No Tracking

Teams fly blind with no data.

Stage 2: Basic Tracking

Teams add analytics as needs arise.

Stage 3: Chaotic Tracking

The data is there, but so is the chaos & knowledge silos.

Stage 4: Organized Taxonomy

Data quality champions have laid the ground rules of taxonomy. Chaos is down, but knowledge silos are still up.

Stage 5: Self-Documenting Analytics

As the app evolves, a never-stale autodoc of analytics taxonomy gets generated from schemas.

Stage 6: Augmented Analytics

Analytics data becomes part of an interconnected platform to power workflows & in-app personalization.

Stage 7: AI Ready Analytics

Evolutionary schema context is generated for use by AI agents, so that over time they get increasingly better at analyzing & understanding your data.

Voltage Schema is designed to help your organization scale from stage 2 all the way to stage 7 while following industry standard best practices.

AI-Ready Analytics

Imagine an AI analyst that could auto-explore your analytics for you. The impact would be incredible! 📈🤖

But here's the thing: it's only possible if the AI fully understands the context of:

1. How your software changes for different types of users & plans
2. What analytics events your software tracks & when
3. How your tracking evolves over time

Without this context, an AI analyst delivers terrible signal-to-noise ratio because it can't separate data effects from user behavior vs. app changes. Nobody wants an AI constantly digging up false findings.

But with this context, AI can deliver consistently insightful findings driven by real behavioral trends.

Voltage Schema provides exactly this context as structured JSON for any app. It captures not just what you're tracking today, but the evolutionary story of how your analytics taxonomy developed over time.

This is what makes analytics truly "AI-ready"—not just clean data, but rich contextual understanding that enables AI systems to analyze your data meaningfully.

Getting Started is Simple

# Install Voltage Schema
npm install voltage-schema

# Initialize your project
npm voltage init

# Define your events
# (edit the generated schema files)

# Generate types and tracking config
npm voltage generate

# Start tracking with confidence

The entire setup takes less than 10 minutes, and you'll immediately get:

• ✅ Type-safe event tracking
• ✅ Auto-generated documentation
• ✅ Build-time validation
• ✅ Vendor-agnostic integration

Join the Movement

Analytics doesn't have to be chaotic. With the right tools and practices, every organization can achieve data maturity and build AI-ready analytics infrastructure.

Try Voltage Schema today:

• 📚 Read the documentation
• 🚀 Get started in 10 minutes

We can't wait to see what you build with clean, structured, AI-ready analytics. The future of data-driven decision making starts with good tracking infrastructure—and good tracking infrastructure starts with Voltage Schema.