RevOps · Revenue Architecture · AI

Revenue Architecture Diagnosis

A professional assessment based on interviews, data, artifacts and cross-validation to investigate causes, risks and priorities across the revenue operation.

When it fits

For decisions that require more than perception

The Diagnosis is designed for leaders who need to understand the system before redesigning processes, data, technology or governance.

Marketing, Sales and Customer Success use different criteria or priorities.
Handoffs, ownership and exceptions create lost context or rework.
CRM, data and dashboards do not represent the flow consistently.
Automation, AI or Agents advance without a clear operational and governance foundation.

How it works

Professional investigation, not a questionnaire

Accounts guide the investigation. Conclusions come from cross-checking sources and stating the limits of what can be claimed.

  1. 01

    Alignment

    Define the decisions, areas, context and questions the work must address.

  2. 02

    Collection

    Interviews and access to relevant data, artifacts and records within the agreed scope.

  3. 03

    Cross-validation

    Compare the declared process, system configuration and observable execution.

  4. 04

    Executive synthesis

    Conclusions, risks, priorities and target-state hypotheses with explicit basis and limits.

Investigation scope

Seven connected dimensions

The assessment follows the full journey and examines foundations before treating Automation, AI and Agents as leverage.

01

Revenue journey and flow

Transitions, criteria, queues, returns and continuity across the journey.

02

Processes, handoffs and ownership

Responsibilities, acceptance criteria, SLAs, exceptions and deviations.

03

Data and context

Definitions, sources, ownership, quality and decision context.

04

Technology and integration

Tool roles, information transfers, redundancies and dependencies.

05

Governance and decisions

Decision rights, cadences, criteria, records and accountability.

06

Metrics and management

Definitions, sources and the decision use of metrics across the journey.

07

Automation, AI and Agents

Purpose, inputs, limits, oversight, exceptions and traceability.

Journey

Attract → Capture → Qualify → Sell → Retain → Expand

Foundations

Processes · Data · Technology · Governance · Metrics

Leverage

Automation · AI · Agents

Analysis basis

Interviews are a source, not the conclusion

The investigation can combine different sources according to scope and actual availability.

Leadership and team interviews
Process maps, playbooks and operating rules
CRM, critical fields and change history
Data dictionaries, dashboards and indicators
Stack, integrations, SLAs and ownership
Bounded samples of opportunities or customers

Each conclusion distinguishes what was observed, inferred or kept as a hypothesis. No single source establishes causality.

Deliverables

A clear basis for deciding what to investigate, correct or structure

The final composition follows the agreed scope and available evidence, without standardized promises of outcomes or timing.

Executive summary

Current-state map

Main gaps and risks

Basis supporting each conclusion

Recommended priorities

Target-state hypotheses

Plan by qualitative horizons

Recommended continuity scope

Ecosystem boundaries

Each asset answers a different question

REVENUE

Organizes self-reported signals in a quick triage. It does not verify causes.

Revenue Blueprint

Supports system visualization through self-observation. It does not diagnose.

AI Map

Reads conditions for Automation, AI and Agents. It does not assess the whole architecture.

Diagnosis

Investigates evidence, causes, risks and priorities through cross-validation.

Consulting

Turns approved priorities into redesign, implementation and evolution under a separate scope.

Professional next step

Investigate before redesigning

The initial conversation clarifies the context, the decision at stake and whether the Diagnosis is the right instrument.

The Diagnosis ends with supported conclusions, priorities and target-state hypotheses. Detailed redesign, implementation and evolution belong to Consulting under a separate scope.