How are the ROI projections calculated?

Every calculation uses figures 30-60% below documented research maximums. Admin automation uses 40% (research shows 57% from McKinsey), efficiency gains use 15% × 50% realization (research shows 25% from Wharton), and margin improvement uses 2% (research shows 5%+).

What research backs these projections?

Projections are benchmarked against McKinsey (November 2025), Wharton PWBM (September 2025), and Google Cloud (September 2025) research on AI and automation adoption in businesses.

How does BluVi calculate AI transformation ROI?

BluVi uses research-backed methodology with conservative assumptions 30-60% below documented research maximums. Calculations are based on McKinsey (57% automation potential, we use 40%), Wharton (25% efficiency gains, we use 15% with 50% realization), and include business scale factors to ensure credible projections.

What ROI can SMBs expect from AI transformation?

Based on conservative modeling, SMBs typically see 15-25% of annual revenue in potential value through time liberation, operational excellence, and margin improvement. Actual results vary by industry, business size, and implementation quality.

How long does AI transformation take?

Most SMB AI transformations are phased over 4-9 months depending on complexity. Smaller businesses (under $2M revenue) typically complete in 4-6 months, while larger SMBs may take 6-12 months for full implementation.

ROI Calculator

Model ROI —before committing.

Research-backed ROI modeling using conservative, auditable assumptions (benchmarked January 2026).

74% of comparable programs report positive first-year ROI Google Cloud, September 2025

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Adjust inputs to match reality. Outputs update instantly.

Annual value potential

Modeled annual value potential

0 hours/week reclaimed

Modeled potential — not a forecast. Assumes staged execution and milestone validation.

Time reclaimed contributes to efficiency gains; figures are not strictly additive.

Time Liberation $0

Operational Excellence $0

Margin Improvement $0

Phased over 6-9 months · ROI validated at each milestone

Understand the research behind your numbers—and what it takes to achieve them.

Conservative assumptions. Transparent methodology.

Our projections use lower-bound estimates from McKinsey, Deloitte, and Federal Reserve research — so you can justify them internally.

Metric	Research Says	We Use	Buffer
Automation potential	57% (McKinsey Nov 2025)	40%	30% below
Efficiency gains	25% avg (Wharton Sep 2025)	15%	40% below
Margin improvement	5%+ for leaders (McKinsey)	2%	60% below

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