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AI strategy

Readiness, opportunity prioritization, ROI, procurement, and build-vs-buy decisions for AI investment.

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360° AI Blueprint

The 360° AI Blueprint is an AI opportunity assessment: it ranks AI and automation candidates by ROI, cost, and time-to-value, sequenced into a roadmap.Read more Resource

AI Agents for Private Equity Portfolio Companies: Back-Office Value Creation

How AI agents for private equity portfolio companies automate back-office finance, billing, and collections work, and how use cases get ranked.Read more Resource

AI Assessment vs AI Pilot: Which Should Come First?

A neutral decision matrix for choosing an AI assessment or an AI pilot first: the situations where each wins, and how to avoid pilot purgatory.Read more Resource

Boutique vs Big 4 AI Consulting: An Honest Comparison, Including When to Pick the Big 4

Boutique vs Big 4 AI consulting: a neutral, sourced comparison of when each wins, an 8-row decision table, and what to ask either firm before signing.Read more Resource

Custom AI Agents vs Off-the-Shelf Software: A Buyer's Decision Table

A neutral decision table and cost-crossover worksheet for custom AI agents vs off-the-shelf software, including when off-the-shelf is the better choice.Read more Resource

AI Implementation Partner vs In-House AI Team: Sequenced, Not Either-Or

AI implementation partner vs in-house AI team: a sourced decision table by situation, when building in-house first wins, and how to sequence a handoff.Read more Resource

AI Opportunity Inventory

A downloadable worksheet listing every candidate automation workflow with volume, cost, and evidence, so you compare and prioritize before committing budget.Read more Resource

AI Project Business Case

A downloadable worksheet for a multi-year cost/benefit case across low, base, and high scenarios, so a funding decision shows its assumptions, not one number.Read more Resource

Academic Scheduling Data Readiness Checklist

A downloadable checklist confirming every data input a scheduling automation needs, who owns it, and how missing data is handled, before scoping the project.Read more Resource

AI Agent Acceptance Test Plan

A downloadable test-case worksheet covering happy-path, edge-case, failure, and adversarial scenarios an AI agent should be tested against before going live.Read more Resource

AI System Handover Checklist

A downloadable checklist covering the runbook, training, recovery, and access items an operator needs before taking over a live AI system.Read more Resource

AI Vendor Evaluation Scorecard

A downloadable weighted scorecard for comparing AI vendors on your own criteria, not the criteria each vendor's pitch deck emphasizes.Read more Resource

AI ROI Calculator

Estimate the labor capacity, modeled cash benefit, and payback period of an automation project from your own volume, cost, and automation-share assumptions.Read more Resource

AI Readiness Assessment

A 12-question self-assessment across data, sponsorship, and compliance that scores your organization's AI readiness and points to the weakest prerequisite.Read more Resource

The AI 100-Day Plan for a Portfolio Company: A Week-by-Week Sequence for Operating Partners

A week-by-week AI 100-day plan for a portfolio company: the workstreams, owners, exit criteria, and go/no-go gates operating partners need after close.Read more Resource

A Vendor-Neutral Look at AI Agent ROI for RCM Companies (vs. Point-Solution Vendors)

AI agent ROI for RCM companies, measured against your own numbers: a baseline worksheet for cost per claim touch and denial rate, plus tests for vendor claims.Read more Resource

AI Agents vs. RPA for Freight Broker Back-Office Operations

AI agents vs RPA for freight broker back office operations: why bots break on carrier documents, plus a workflow decision table for what stays RPA.Read more Resource

AI Agents vs. RPA for Hotel Back-Office Operations: When Bots Break and What Replaces Them

AI agents vs RPA for hotel back-office operations: a decision table for OTA statement matching, folio audit and multi-property AP, plus how to phase bots.Read more Resource

What AI Claims Automation Costs: A Cost and ROI Model for Carriers, TPAs and MGAs

AI claims automation cost depends on scope, not a price list. Get the cost drivers, an LAE baseline worksheet, and a payback method for carriers, TPAs and MGAs.Read more Resource

What AI Consulting Costs: Assessments, Builds and Running Costs Explained

A buyer's guide to what drives AI consulting cost: scope, workflows, integrations, data work, evaluation and run costs, with what a proposal should state.Read more Resource

AI for PE-Backed Accounting Firms: Standardize Workflows Across Acquired Practices Before You Automate

AI for PE-backed accounting firms: a workflow inventory and standardize-before-automate scoring sheet for sequencing what to build across acquired practices.Read more Resource

What AI Implementation Costs a CPA Firm: Tax Intake, CAS Close and Notice Workflows Priced by Cost Driver

What AI implementation costs a CPA firm depends on the workflow, not a flat fee — a cost-driver table for tax intake, CAS close and notice triage.Read more Resource

AI Implementation Cost for an E-Commerce or Omnichannel Back Office

AI implementation cost for an e-commerce back office: a cost-driver table covering channels, reconciliation, disputes and integrations, separate from tool fees.Read more Resource

What AI Implementation Costs for Energy and Utilities Back-Office Operations

AI implementation cost for energy and utilities back offices: a driver table covering entities, JIB complexity, billing exceptions and integrations.Read more