AI ROI Platform · 2026 cohort open

AI that shows up on the income statement.

Strategy, tools, and implementation built around your P&L. No buzzwords, no stalled pilots — just measurable cost reduction and revenue lift.

Book a scoping call →Take the free scorecard

No credit card to take the scorecard. No sales call to read the playbooks.

Methodology · projection

illustrative

Mid-market logistics co. — base-case Q+1 P&L delta

Revenue lift — pricing engine	+ $1.4–2.1M
Revenue lift — outbound agents	+ $0.4–0.7M
COGS — route automation	− $1.6–2.4M
SG&A — back-office assistants	− $0.9–1.4M
Implementation amortized	− $0.3M
Net quarterly P&L impact	+ $4.2–6.3M

Range, not promise. Conservative–base–ambitious bracketing comes from your data after a 14-day baseline.

Methodology adapts from

Lean Six SigmaMcKinsey 7STheory of ConstraintsActivity-Based CostingWardley MappingOKRs

How we model impact

Honest ranges, not vanity numbers.

We're a young firm. The numbers below are the assumptions and ranges we anchor projections to — drawn from public benchmarks, our team's prior engagements, and conservative defaults. We'll replace them with your audited deltas as soon as we have them.

6–14%

Industry-baseline gross-margin lift our methodology targets, by sector

Methodology · cohort priors

30–60d

Time-to-first-measurable-saving in our project plans

Engagement spec

3–8x

Productivity multiplier in workflows we typically prioritize first

McKinsey, BCG, internal

100%

Of engagements ship with a measurement clause — outcomes get audited

Contract template

Services

Six ways we go to work.

Each engagement begins with a P&L target and ends with a measurement clause. We don't run pilots without a number attached.

All services →

◆

AI Readiness Assessment

A structured two-week audit of where AI plausibly cuts cost or lifts revenue in your operation. Output: a ranked roadmap with conservative, base, and ambitious projections.

$24,000Read brief →

◇

Workflow Automation

We identify your highest-leverage workflows and automate them. Cycle-time and cost-per-unit are measured before and after, then handed to your finance team.

$80–140kRead brief →

▢

AI Agent Implementation

Production agents wired into your existing CRM, finance, and ops stack. SOC2-aligned, observable, and owned by your team after handoff.

$120–250kRead brief →

◭

AI Strategy & Proposal

A board-ready strategy document with prioritized initiatives, dependency map, and a CFO-shaped budget. Pairs with the assessment.

$18,000Read brief →

○

Team Training

Cohort-based training for non-technical operators. Live workshops, your data, your tools — not a generic curriculum.

$32,000Read brief →

⬡

AI Website + GEO Optimization

Restructure your site so LLMs cite you, not your competitor. Includes schema, semantic IA, and a generative-engine-optimization audit.

From $14,000Read brief →

Where you are today

The AI Maturity Ladder.

Most companies overestimate their level by one. Read across, find the rung that matches your reality, and the next-step move suggests itself.

Hover · L2

Aware

You've read the headlines. Maybe one team has tried ChatGPT for memos. No measured outcomes.

▸ 0 workflows audited

Piloting

One or two workflows have a pilot. No baseline, no measurement clause, optimistic slides.

▸ 1–2 pilots, 0 baselines

Producing

At least one workflow has a baseline, a measurement, and a P&L line attached to it.

▸ ≥1 audited delta

Scaling

You have a portfolio of measured workflows and a quarterly readiness scorecard going to your board.

▸ 4+ workflows, scorecard

Compounding

AI is wired into close, planning, and pricing. New workflows ship in days, not quarters.

▸ Ship cadence < 2 weeks

Take the free 4-minute scorecard to place yourself.

How an engagement works

Anatomy of a ReadyIQ engagement.

Same five stages on every engagement, regardless of size. Baseline before promises. Measurement before billing. Hand-off before exit.

Baseline

Week 1

We instrument current workflows. No promises, no projections — just measurement of what is.

Rank

Week 2

P&L impact × confidence × time-to-value. The output is a ranked roadmap your CFO can argue with.

Scope

Week 3

We pick the top 1–3 and write fixed-fee, milestone-billed contracts with measurement clauses.

Ship

Weeks 4–10

Implementation against the scope. Weekly delta reported against baseline, in dollars.

Hand off

Week 11+

Code, agents, and runbooks transfer to your team. Quarterly scorecard becomes self-serve.

Free tool · ROI estimator

Plug in your numbers. Get a defensible range.

The same model we use in scoping calls. Coefficients are public — hover the methodology link below to see them. This is a tool, not a quote.

Moderate engagement

Annual revenue$80M

$5M$500M

Headcount220

102,000

Engagement intensityModerate

LightModerateAggressive

Coefficients · rev_lift = rev × (1.8% + intensity × 1.2%) · sga_cut = head × intensity × $8k · cogs_cut = rev × (1.2% + intensity × 0.8%) · impl = $60k + intensity × $90k

Projected impact

$8.88M

Annual net P&L impact — base case. Quarterly run-rate ~ $2.22M. Treat as a scoping anchor, not a quote.

Revenue lift+ $3,360,000

SG&A reduction+ $3,520,000

COGS reduction+ $2,240,000

Implementation (yr 1)− $240,000

Net annual impact$8,880,000

Self-serve tools

Twenty single-purpose tools.

While the consulting team is scoping, your operators can already start. Each tool is single-purpose, priced like software, and uses the same auth and audit log as our engagements.

Browse marketplace →

WRITE$49/mo

Enhance

Rewrites internal memos and customer copy in your verified voice.

ANALYZE$129/mo

Analyze

Drag in a P&L. Get the three numbers that matter and the meeting agenda.

BUILD$199/mo

Builder

Spin up an internal AI workflow without engineering.

OPS$89/mo

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