CloudLink Capital

ROI & the AI Graph

Beat 6 — estimate the value of an AI-native operating model from your own numbers.

The map is the asset

As you turn on more work, it all runs on one connected map of your firm — every household, account, document, task, approval, and result, linked and kept current. That map is the asset. Each new job you automate plugs into the same map, so the tenth costs a fraction of the first, and every approval your people make becomes information you own. The firm gets more capable — and more valuable — the longer it runs, instead of sprawling into another drawer of disconnected tools.

Your firm

Adjust any field. Defaults are conservative, from published benchmarks.

Firm profile
Loaded cost, not salary: blended comp ≈ $185–200K across a senior/service/associate mix × 1.25–1.35 for benefits, payroll taxes, and per-seat costs.
Time & automation
The dollar results are mathematically independent of the work-week assumption — it affects only the hours and household displays.
Derived from the 33-workflow catalog (triage, document intake, reconciliation, billing, RMDs, ACAT chasing, scheduling…) mapped onto a support week — see the methodology.
Scope-linked: a Standard (Wave-1) build claims less than an Extended one. Published recoverable-time estimates run 10–15 hrs/advisor/week; this setting reclaims ~4.8.
Investment
Founding partner: 45% off the $90,000 Standard list — first 5 firms, contractual case-study/reference reciprocity.
Founding partner: 50% off the $62,400 list for Year 1; steps up to list by Year 3 only when written satisfaction bars are met.
$48,000 base + $2,400 × 6 advisors; support staff and AI usage included. Steady-state results always use list — founding rates expire by design.
Kickoff, data access, reviews, training — priced at your blended loaded rate and charged against Year 1. Most ROI tools omit this; we don't.
Capacity (growth lens)

Estimated impact

Modeled All outputs are Modeled — conservative, cited assumptions; pilot telemetry is the only rung we ever present as your results.
Steady-state ROI — efficiency value vs. list subscription
Steady-state payback
Year-1 breakeven — incl. build, your team's time & ramp
Efficiency value / year
Hours reclaimed — advisors
Hours reclaimed — support
Total hours / year
≈ Full-time-equivalents freed (≈ next hire avoided)
Net of list subscription (steady-state)
Year 1, all-in — one-time build + Year-1 platform + your team's time, against a ramped benefit
One-time conversion build
Platform subscription — Year 1
Your team's conversion time
Year-1 investment
Year-1 realized benefit (50% ramp)
Year-1 net
Upside lensesshown separately, never added to the ROI above
Illustrative growth upside (organic-growth bump)
New household capacity (reclaimed advisor time)
AUM headroom
Annual revenue capacity (if filled)
Steady-state: efficiency value vs. list subscription
Year 1: realized benefit vs. all-in investment
Benefit Investment
Conservative & illustrative. The ROI counts only the efficiency value — the labor-cost equivalent of reclaimed capacity, realized as hiring avoidance or capacity to grow. Growth and household capacity are separate upside lenses, never stacked into the ROI. Year 1 charges the build, your team's time, and a benefit ramp. Founding-partner rates are quoted as a percentage off list and expire by design. Not a guarantee. See the methodology doc for every formula, source, and derivation.
Claim labels: Modeled at your firm's numbers; demonstrated live on a simulated firm; measured in your pilot.