Infrastructure, Not Another Login
You’ve got a pixel here, a CRM there, an AI agent bolted onto a Zapier flow somewhere in between. None of it agrees on who your best customer actually is. Growth OS is the private data engine underneath everything else we build — the system that turns scattered signals into one governed source of truth your ads, your emails, and your AI agents can actually act on.
We don’t sell this as a bundle of tools. We build it as infrastructure, in three stages, so you only pay for the layer you’re ready to use.
The Problem, in Plain Terms
The problem: Your Meta pixel, your CRM, and your email platform all have a different number for “customer.”
What we deliver: One identity graph. Every system reads from the same profile.
The problem: You know traffic went up. You don’t know who’s actually worth chasing.
What we deliver: Real-time scoring that tells you which visitors are worth a discount and which aren’t worth the ad spend.
The problem: “AI-powered” tools that just call an API and hope. No memory, no context, no leverage.
What we deliver: Agents that read live customer state and take the next action — because they’re wired into the same data engine as everything else.
Three Stages. Each One a Complete System.
You don’t need Stage 3 to get value from Stage 1. Most brands start at Foundation and graduate up as the data proves it out.
Stage 1 — Growth OS: Foundation
$3,000–$5,000 setupThe private data engine itself. This is the layer that should have existed before you ever turned on a single AI tool.
- Server-side + client-side event capture across web, storefront, and app
- Identity resolution — deterministic matching across email, phone, order ID, and device
- Unified customer profile pulling from CRM, POS, and order history
- Segment builder with direct sync to Meta, Klaviyo, Google Ads, and your CRM
- Consent and opt-in tracking built into every profile from day one
Who it’s for: Brands who suspect their tracking is lying to them and want ground truth before spending another dollar on ads.
Stage 2 — Growth OS: Signal
$7,500–$12,000 setupFor brands who’ve outgrown “we collect the data” and need the data to move at the speed of the customer.
Everything in Foundation, plus:
- Server-side Conversions API (CAPI) — deduped, hashed signal sent directly to ad platforms, bypassing iOS privacy limits and ad blockers
- Probabilistic identity stitching layered on top of deterministic matching, for the customers who don’t leave a clean trail
- Real-time event streaming — profile updates in seconds, not on tomorrow’s batch job
- Edge personalization — the storefront changes in real time based on live segment, not last week’s snapshot
- Instant scoring rules that flag high-intent behavior the moment it happens
Who it’s for: Brands already running paid media at real volume, losing signal to privacy changes, and tired of decisions running a day behind the customer.
Stage 3 — Growth OS: Autonomous
$15,000–$25,000 setup + $3,000–$5,000/moThis is the system that runs itself — the layer we build for brands who want the infrastructure of a much bigger company without hiring the headcount to match.
Everything in Foundation and Signal, plus:
- Predictive lifetime value (pLTV) modeling trained on your unified profile data
- Predictive bidding — pLTV scores fed directly into Meta and Google’s value-based bidding
- AI execution agents that read live customer state and act: trigger an email, adjust a bid, flag a lead — with human approval on the actions that matter
- Custom ML pipeline with ongoing retraining and drift monitoring
- Agent-safe, policy-enforced APIs — scoped and auditable, not a black box
See the live agent task board →
Who it’s for: Brands at real scale who’ve already proven their data foundation is clean and are ready to let the system make (and act on) decisions continuously.
What You Get at Each Stage
| Capability | Foundation | Signal | Autonomous |
|---|---|---|---|
| Identity resolution (email, phone, order ID, device) | ✓ | ✓ | ✓ |
| Unified customer profile (CRM, POS, order history) | ✓ | ✓ | ✓ |
| Segment builder + direct sync to Meta, Klaviyo, Google Ads | ✓ | ✓ | ✓ |
| Consent and opt-in tracking | ✓ | ✓ | ✓ |
| Server-side Conversions API (CAPI) | — | ✓ | ✓ |
| Real-time event streaming | — | ✓ | ✓ |
| Edge personalization | — | ✓ | ✓ |
| Instant high-intent scoring rules | — | ✓ | ✓ |
| Predictive lifetime value (pLTV) modeling | — | — | ✓ |
| Predictive bidding integration | — | — | ✓ |
| AI execution agents with human approval | — | — | ✓ |
| Custom ML pipeline + retraining & drift monitoring | — | — | ✓ |
One Honest Note Before You Buy Stage 3
Predictive models are only as good as the identity resolution underneath them. If your data foundation is fragmented, a pLTV score built on top of it won’t just underperform — it’ll actively point your ad spend in the wrong direction. That’s why we don’t sell Autonomous cold. We start with a Signal Check to see which stage your data can actually support.
We Eat Our Own Dog Food
Everything in this stack runs on Vyuduskin before it’s ever offered to a client.
FAQ
Do I need Stage 3 to get value from Growth OS?
No. Most brands start with Foundation to fix identity resolution and measurement, then graduate to Signal and Autonomous as the data proves it out. Each stage is a complete system on its own.
How is this different from a CDP or marketing automation tool?
CDPs and automation tools are software you license and configure. Growth OS is the private data infrastructure and agent layer we build inside your business — governed, integrated, and maintained by Vyudu so your systems actually agree on who your customer is.
What systems do you integrate with?
We work with Shopify, Shopify Plus, Klaviyo, Gorgias, Zendesk, Slack, Meta Ads, Google Ads, Google Analytics 4, TikTok Events API, and most major DTC and SaaS tools. If you use it, we can likely wire into it.
Can I start with Foundation and move up later?
Yes. The architecture is designed to graduate. We never sell Autonomous cold — we start with a Signal Check to confirm which stage your data can actually support.
Who manages the agents in the Autonomous tier?
Vyudu builds, deploys, and maintains the ML pipeline and agents. You interact through a supervision dashboard with configurable human approval on high-stakes actions. Most clients pair Autonomous with our Fractional CTO retainer for ongoing strategic oversight.
Which Growth OS stage is right for you?
Three quick questions. We’ll recommend the tier your data can actually support — no upsell, just an honest starting point.