Small tests before big commitments.
Sample edition · · Prepared for mid-market executives
Explore the briefing format: practical recommendations, the reasoning behind them, and clear next steps. Ten seconds describes reading a recommendation, not completing due diligence.
Before buying another AI platform, identify one measurable bottleneck and test whether your current tools can address it. Keep a human accountable for exceptions, costs, and the decision to expand.
Procurement & Supply Chain
ACT: Test a small, representative product-data sample for missing identifiers before purchasing a catalog-enrichment tool.
DELEGATE: Ask the catalog owner to document missing fields, correction time, and how changes are validated.
PIN: Monitor support for your required product fields in each target channel; structured data alone does not guarantee discovery by AI tools.
PASS: Pause a catalog-platform replacement until the vendor demonstrates the gap your existing system cannot close.
Reference: Schema.org Product vocabulary. Defines product fields; it does not promise traffic or revenue.
Finance & Accounting
ACT: Pilot invoice extraction on redacted examples covering clean scans, poor scans, credits, and line-item exceptions.
DELEGATE: Ask the Controller to compare field accuracy and total review time against the current process, including corrections.
PIN: Keep payment authorization outside the pilot until access controls, exceptions, and reconciliation have been validated.
PASS: Do not accept an automation-rate claim without its test set, definition of success, and human-review requirements.
Reference: NIST AI Risk Management Framework. Supports risk evaluation; it is not evidence of a particular extraction rate.
Sales & CRM
ACT: Map one inbound lead journey and measure where follow-up stalls before adding an AI qualification service.
DELEGATE: Have the CRM owner test existing routing rules, owner assignment, and a fallback for failed handoffs.
PIN: Consider automated outreach only after confirming consent requirements, message quality, and escalation paths.
PASS: Decline a volume-based pitch that cannot explain how lead quality and customer experience are measured.
Reference: FTC CAN-SPAM business guide. A US email-compliance reference; other jurisdictions and channels may have different requirements.
Operations & HR
ACT: Identify one internal drafting task that can be tested without employee records or confidential customer data.
DELEGATE: Ask the operations lead to name an approver, define acceptable outputs, and record exceptions before expanding access.
PIN: Revisit sensitive use cases only after confirming data handling and the human review needed for their consequences.
PASS: Avoid autonomous personnel decisions based only on generated output.
Reference: NIST AI Risk Management Framework. General guidance for managing AI risks.
Vendor proposal watch
Ask for the recurring-cost schedule, usage overages, integration responsibilities, and a data-export demonstration. A low pilot fee does not establish an affordable ongoing service.
Your next step
Choose one pilot, name its owner, and agree the accuracy, review time, and cost threshold needed to continue. All-Access members with team seats can track this as an Operation with objectives and review dates.
Recommendations above are editorial examples based on the cited reference material, not claims that the sources endorse these specific actions.