Blended

Full Infrastructure Audit

AI workflow audit + Drift Tax mapping + growth/attribution/funnel audit. One engagement, one report, full picture.

One-time

3–4 weeks

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616,543

Leads Processed

Through audited production systems — we know what infrastructure at scale looks like

SaaS Vendors Replaced

By a single custom-built system in one engagement — $1,565/month in costs eliminated

Domains Integrated

AI operations + growth infrastructure — one audit, one report, cross-domain analysis

Combines AI Workflow Audit + Growth Audit into a single unified engagement

The Engagement

The comprehensive diagnostic. AI workflow audit, Drift Tax mapping, and growth infrastructure audit — combined into a single engagement with a single unified report. For organizations that need to understand both their AI operations and their growth infrastructure, and how they interact.

Both audit streams run in parallel. You receive a unified findings document covering AI failure modes, rework cost quantification, attribution architecture, funnel economics, retention mechanics, and tech stack efficiency — with an integrated implementation roadmap.

The value is in the cross-domain analysis. Where AI operations problems are creating growth infrastructure problems — and vice versa. The connections that separate audits miss.

What You Get

AI Operations Assessment

Drift Tax quantification, failure mode mapping, mechanism prescriptions — the full CEM audit covering your AI workflows.

Growth Infrastructure Assessment

Attribution architecture, funnel economics, retention mechanics, affiliate mix, tech stack — the full growth audit.

Unified Findings Report

Single comprehensive document covering both domains. Where AI operations and growth infrastructure interact, compound each other's problems, and what to fix in what order.

Implementation Roadmap

Prioritized recommendations across both domains with a single execution sequence. Not two separate to-do lists — one integrated plan.

What Gets Assessed

AI Workflow Analysis

How your team uses AI, where drift is compounding, and what it's costing you in rework hours and dollars.

Drift Tax Mapping

All 6 failure modes identified and quantified in your specific environment with artifact-level evidence.

Attribution & Analytics

Is your attribution trustworthy? Where are you making decisions on bad data? What's the real ROAS?

Funnel & Retention

Conversion economics, churn patterns, LTV curves — the revenue infrastructure that determines growth ceiling.

Tech Stack

Every tool and vendor assessed. What's earning its cost, what's redundant, what's missing, and what's creating risk.

Cross-Domain Interactions

Where AI operations problems create growth infrastructure problems — and vice versa. The connections most audits miss.

How It Works

Full Access & Scoping

Access to AI workflows, output samples, analytics, ad platforms, and revenue data. We define the audit perimeter across both domains.

3–5 days

Dual Analysis

AI operations assessment and growth infrastructure audit run in parallel. Failure mode classification, attribution analysis, funnel economics, and tech stack evaluation.

2–3 weeks