Is 10-20-70 a budget allocation?

No. Treat it as a transformation-effort heuristic and management diagnostic, not a universal accounting rule.

What belongs in the 70%?

Workflow and decision redesign, ownership, roles, training, incentives, exceptions, feedback, adoption, management cadence, and financial measurement.

Does Otomat quote BCG directly?

Otomat uses the named framework with attribution and links to BCG’s source. Otomat’s three-phase method is its own delivery model.

Framework Guide · Reviewed July 2026

The BCG 10-20-70 rule is an operating warning, not a budget formula.

BCG’s 10-20-70 framework says that successful digital and AI transformation effort is roughly 10% algorithms, 20% technology and data, and 70% people and process. The ratio is best used as a management warning: model quality matters, but workflow redesign, ownership, training, incentives, adoption, and operating cadence usually determine whether value appears.

Bring Us the Goal See How We Work

Select the method against representative work. Define quality, source fidelity, edge cases, cost, latency, privacy, failure behavior, and release thresholds. A model benchmark detached from the workflow is not an operating evaluation.

Data contracts, integrations, identity, permissions, state, business logic, monitoring, incident response, fallback, security, and auditability are what allow a model to participate in normal operations.

Map the future workflow, decision rights, exceptions, roles, training, incentives, management review, feedback, adoption definition, and value measurement. This is not generic change management; it is the detailed operating design around each production workflow.

BCG’s framework is not proof that every program should allocate exactly those percentages or that a given initiative will succeed. Use it to challenge technology-heavy plans and inspect whether the people and process work has an owner, sequence, and measure.

Is 10-20-70 a budget allocation?: No. Treat it as a transformation-effort heuristic and management diagnostic, not a universal accounting rule.
What belongs in the 70%?: Workflow and decision redesign, ownership, roles, training, incentives, exceptions, feedback, adoption, management cadence, and financial measurement.
Does Otomat quote BCG directly?: Otomat uses the named framework with attribution and links to BCG’s source. Otomat’s three-phase method is its own delivery model.

Operating Working Session

Bring one goal. We will work backward into the operating case.

Our team will identify what is buildable now, what needs evidence, and what we would not spend money on.

Talk to Our Team Review the Method

The BCG 10-20-70 rule is an operating warning, not a budget formula.

The 10% asks whether the intelligence is fit for the task.

The 20% turns capability into a reliable system.

The 70% changes how the company works.

Do not turn the ratio into false precision.

The BCG 10-20-70 rule is an operating warning, not a budget formula: direct answers

Inspect the evidence behind the operating answer.

Bring one goal. We will work backward into the operating case.