Your AI isn't failing.
Your foundation is.

Dirty data. Disconnected teams. Fragmented tools. Most companies are pouring AI onto a broken foundation—then wondering why nothing changes. We find the fractures, fix the foundation, and make AI investments actually work.

PARALLAX diagnostic visualization
The Dirty Secret

Your AI is making precise calculations on imprecise data.

Every score, forecast, and recommendation your AI produces is only as good as the data underneath it. Most companies have years of inconsistent records, duplicate entries, and outdated information—and they're feeding all of it to their AI.

60%
of AI projects fail due to data quality issues
Gartner, 2026
95%
of enterprises saw zero measurable return from AI
MIT Sloan, 2025
42%
of companies have already abandoned AI initiatives
McKinsey Global Survey
Before and after coordination redesign
Who We Help

We work both sides of the AI value chain.

Two markets. One shared problem: the foundation between the tools and the results.

Built AI?

You built a platform. You're selling it like a feature.

Your agent suite enables system transformation. Your pricing page sells task automation. That gap is costing you 3-5x in ACV. We reposition you from tool to operating system and prove it in the field.

For AI Vendors →
Deploying AI?

You invested in AI. You can't prove the value.

The data wasn't ready. Teams adopted in isolation. Nobody can show ROI. We find the one use case where AI can deliver measurable value, fix the foundation, and prove it in 90 days.

For AI Adopters →
How We're Different

We don't audit and recommend. We embed and execute.

Start with data

Nobody wants to talk about data readiness because it delays the sale. We start there because it determines the outcome.

One silo first

Pick the highest-impact use case. Clean just that data. Prove value before expanding. Surgical, not boil-the-ocean.

Outcome-aligned fees

Our implementation fees are tied to the value we create. We stay to execute, not hand over a deck and walk away.

The system is the bottleneck. Not the tools.

Start with a diagnostic. Know exactly what's broken and where to begin.