Revenue Diagnostics Revenue Intelligence About
How we work

Revenue Diagnostics for B2B Companies

We combine AI-powered analytics with human expertise to help B2B teams see what their dashboards miss — across marketing, CRM, and product data.

01

Data Connection Across Your Marketing and CRM Systems

We connect to your existing systems. You choose how: we configure everything or you follow our setup guide — either way, it takes hours, not weeks.

Examples

SourceHowCost to you
GA4via Google BigQueryminimal ($5–20/mo depending on data volume)
HubSpotvia APIzero
Need other data sources? No problem — we'll set it up.
We can also connect your analytics stack, support systems (Zendesk, Intercom), CRM tools, or internal databases.
Your Systems
GA4, HubSpot, etc.
read-only
AWS Cloud Storage
EU Servers · isolated copy
we can only read — nothing can be modified or deleted

Access

Read-only — we cannot modify, delete, or break anything

Storage

Isolated copy on AWS Cloud Storage, EU servers

Your data

Original stays completely untouched
02

AI-Ready Data Layer for Revenue Diagnostics

We prepare your data for deep AI analysis in three steps:

AWS Cloud Storage
raw copy
Data Engine
format + context
+ metadata
Claude AI Agent
ready to analyze
Adaptive MCP Layer

Why Claude AI?

Best-in-class analytical reasoning by Anthropic — purpose-built for working with structured data.

Why not off-the-shelf connectors?

We follow MCP architecture, but our data layer is AI-configured — it adapts to your unique data model. Generic connectors are one-size-fits-all. Ours adapts.

The agent works exclusively on the isolated copy — physically separated from your source systems. It cannot affect your data.
03

Revenue Analysis and First Insights

Two forces work together on your data:

Human Expert
domain expertise
right questions
business context
Claude AI Agent
analytical superpower
full dataset
grounded in your data
Insights + Recommendations + Chat Access to Your Data (Add-on)

Human Expert

Manages the analysis. Knows the right questions. Understands business context. Interprets the results.

AI Agent

Guru-level analytical specialist. Processes your entire dataset. Finds invisible patterns. Never tires.

This is not "upload CSV to ChatGPT"

What you get

04

Ongoing Revenue Analysis and Support

We don't just audit and leave. We stay and guide.

Analyze
Recommend
Execute
Measure
Bi-weekly call · continuous cycle

Every two weeks (30-min call)

Generic MCP servicesLamparaLab
SetupConnect & leaveConnect & guide
Data layerStatic connectorAdapts to your model
Expert involvementLimitedEvery step
Ongoing supportSelf-serve docsBi-weekly strategy calls
FocusTool accessOngoing partnership

72 hours

from credentials to your first insights call

For initial diagnostics. Deeper analysis is scoped separately.
You share
credentials
We set up
the data layer
First call
with insights

No months of onboarding. No complex integrations. Just insights you can act on.

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