PROPRIETARY TRANSFORMATION SYSTEM

Evolution
An evolution of McKinsey’s RTO.

McKinsey’s RTO approach established a powerful operating discipline for transformation: stage gates, initiative ownership, milestones, value tracking, and a relentless management cadence. Evolution keeps that rigor — and extends the system upstream into diagnosis and operating-model design, and downstream into value realization.

BUILT FOR
Any company size Rightsized to the transformation — not the enterprise.
High coordination & complexity Multiple workstreams, owners, dependencies, decisions, and value targets moving at once.
Explore the system Built for transformation leaders, not generic project management.
EVOLUTION / TRANSFORMATION OVERVIEW
TRANSFORMATION OVERVIEW

Full-potential agenda

LIVE
Value $58M
Committed$42M
Forecast$39M
Realized$31M
Transformation pipelineL0 → L5
L0
L1
L2
L3
L4
L5
Illustrative product screen
THE DESIGN THESIS

The classic RTO is strongest once the transformation agenda exists.

The RTO discipline is still the right backbone: one source of truth, clear initiative owners, stage gates, milestone rigor, Finance validation, and weekly management.

But transformation leaders are increasingly responsible for more than managing a pipeline. They also have to create the agenda: understand the baseline, diagnose where the organization needs to change, quantify process economics, redesign the operating model, identify new capabilities, and decide where AI agents should change the work.

Evolution connects those decisions to execution in one system.

RTO, EVOLVED

Keep the execution discipline. Add the missing management system around it.

Evolution is intentionally built on the stage-gated transformation-management logic that made the RTO model effective — then connects it to the diagnostic, operating-model, AI, and realization work that transformation leaders increasingly have to manage.

Capability
Core RTO / Wave discipline
Evolution extension
Stage-gated initiative management
Owners, stage gates, milestones, risks, approvals, financial impact.
Preserved. Initiatives also remain linked to the evidence and opportunity that created them.
Transformation starting point
Targets, opportunity pipeline, planning, and execution management.
Added. Company baseline with revenue, cost, organization, operating, customer, and market evidence.
Diagnostic & agenda creation
Opportunity identification, benchmarking, prioritization, and planning.
Deeper integration. Strategy, organization, decisions, processes, capabilities, and external evidence become one diagnostic.
Process economics
Tracked when represented as initiatives or financial impact.
Added. Map FTEs and spend to end-to-end processes, quantify friction, and size value before an initiative is created.
Operating model
Governance, accountability, workflows, and execution discipline.
Added to the core data model. Roles, accountabilities, decisions, forums, processes, capability needs, and future-state design.
AI & agent redesign
AI-enabled coaching, insights, opportunity support, and execution management.
Added as transformation design. Identify which work stays human, shifts to technology, or moves to AI agents — and redesign accountabilities around it.
Value realization
Financial and non-financial impact tracking and reconciliation.
Extended. Trace baseline → business case → commitment → forecast → Finance validation → realized operating impact.

Comparison describes the classic RTO methodology and McKinsey Wave capabilities as publicly described by McKinsey. Evolution is an Oak Cliff Consulting product and is not affiliated with McKinsey & Company.

THE PRODUCT

Baseline → Diagnose → Execute → Realize.

Most transformation software begins when the initiative already exists. Evolution starts earlier — and follows the value all the way through.

01 / BASELINE

Start with the economic truth.

Load the company’s financial, organizational, operational, customer, technology, and market evidence. This becomes the economic foundation for every diagnostic conclusion and every later business case.

EVOLUTION / COMPANY BASELINE
BASELINE

Company economic foundation

92% LOADED
Revenue$1.2B
EBITDA$142M
FTE6,840
Sites74

Evidence loaded

Financials24 filesLoaded
Organization12 filesLoaded
Operations18 filesLoaded
Market & competitors8 filesLoaded

Economic baseline

Labor$246M
COGS$201M
Occupancy$141M
Technology$68M
Illustrative product screen
02 / DIAGNOSE

Create the transformation agenda.

Connect strategy, organization, process economics, management decisions, capabilities, external benchmarks, and AI opportunities. The diagnostic creates a validated opportunity set — rather than beginning with a blank initiative list.

EVOLUTION / PROCESS ECONOMICS
DIAGNOSE

Process economics

19 AI CANDIDATES
Processes mapped63
FTE spend$84M
Value at stake$31M
Validated opportunities14

Process / people / technology / opportunity

Workforce scheduling46 FTEAgent + rules$6.1M
Venue forecasting18 FTEAI assist$3.7M
AP processing33 FTEAutomation$2.8M
Management reporting22 FTEAgent$4.4M
Illustrative product screen
03 / EXECUTE

Then use the RTO discipline relentlessly.

Convert validated opportunities into initiatives and manage them through the familiar L0–L5 stage-gate: business cases, milestones, owners, commitments, risks, decisions, dependencies, and weekly review.

EVOLUTION / INITIATIVE DETAIL
INITIATIVE 014

Labor deployment redesign

L3
Annual value$8.4M
ConfidenceHigh
OwnerCOO
Next gateSep 18

Milestones

Baseline labor modelFP&ADone
Pilot designOperationsOn track
Field testRegion VPNext

Decision & dependency log

Pilot marketsDecisionDue Fri
Scheduling data feedDependencyAt risk
Field incentiveDecisionOpen
Illustrative product screen
04 / REALIZE

Don’t declare victory. Prove it.

Connect committed value to forecast and realized impact, validate it with Finance, and tie the financial result back to the operating changes that were supposed to create it.

EVOLUTION / VALUE REALIZATION
REALIZATION

Value bridge

FINANCE CONNECTED
Committed$42M
Forecast$39M
Realized$31M
At risk$4M

Value by initiative

Labor deployment
$7.6M / $8.4M
Procurement
$5.3M / $7.0M
Pricing
$4.1M / $6.4M
Service model
$2.0M / $5.8M
Illustrative product screen
BUILT FOR THE NEXT TRANSFORMATION

RTO discipline for a world where work moves from people to agents.

The next generation of transformation is not only about improving a process. It is increasingly about deciding who — or what — should perform the work.

01Map the work

End-to-end process, FTEs, spend, decisions, systems, and friction.

02Size the opportunity

Quantify value and determine where automation or AI changes the economics.

03Design the future state

Define human roles, agent accountabilities, controls, decisions, and capabilities.

04Execute through the RTO

Turn the design into stage-gated initiatives and prove the value.

EVOLUTION

One system from diagnosis to realized value.

Built for executives running transformations where coordination, complexity, and financial accountability are too important to manage across disconnected tools.

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