Original evidence program

Field evidence and original research

Business Rescue Tools separates first-hand operating analysis from surveys, case studies and aggregate data so readers can see exactly what kind of evidence supports a claim.

Original evidence register

These are first-hand qualitative operating observations—not population statistics. Each record states the context, what it informed and the limit on the claim.

Decision areaOriginal evidenceWhat it informedBoundary
Cash flowMulti-business cash-shortfall field noteSeparate timing, collections, margin, debt and control causes before choosing a fix.Qualitative operator evidence; no prevalence claim.
Customer paymentsDeposits and balances field noteProtect committed inventory, labor, dates and equipment rather than treating any deposit as automatically sufficient.Contract and consumer-law rules vary.
EquipmentEquipment rental/payback field noteUtilization, downtime and contribution matter before headline ROI.No universal ROI benchmark is claimed.
Mobile money/controlMobile-money reconciliation field noteReconcile custody accounts separately and do not net one unexplained surplus against another shortage.Operational control evidence; not a fraud finding or regulatory opinion.
PricingPricing and margin field noteInclude direct delivery effort, overhead and risk before calling a busy sale profitable.Pricing response and market willingness still require market evidence.
Current evidence status: Five original operator field notes are published from Jackie McCauley’s first-hand experience. No aggregate survey result, anonymized usage statistic or universal success rate is currently claimed.

Published first-hand field evidence

Jackie has operated Prime Money Services—including mobile-money services, an Ecobank Xpress Point and remittance support—alongside Jackie’s Nursery & Floral and businesses within Prime E-Sport Lounge Group of Companies. The following articles explain how those operating contexts shaped the calculators.

Why field notes are not labelled research findings

First-hand operating experience contributes original analysis, practical failure modes and decision sequences that institutional sources may not document. It does not establish prevalence, causation or a universal benchmark. Each field note therefore identifies its context and limitations.

Evidence tracks in development

Documented case studies

Before-and-after decisions showing the problem, inputs, intervention, measured outcome and limitations—with permission or a clear reason for anonymization.

Small-business survey

A published questionnaire, sample description, collection period, data table and limitations before any percentage is promoted.

Aggregate calculator insights

Only after privacy-safe data collection exists, user consent is clear and the methodology can be independently inspected.

Minimum publication standard

  • State the business context, collection period and sample size.
  • Publish the exact measures, exclusions and calculation method.
  • Separate observed evidence from interpretation.
  • Remove personal and confidential transaction details.
  • Explain limitations, missing data and conflicts of interest.
  • Keep a versioned correction history.

Contribute a documented case

Small-business owners willing to document a real before-and-after decision can contact Business Rescue Tools. Participation does not guarantee publication, and no identifiable case will be published without permission.

Contact the evidence program

Last reviewed: August 5, 2026

Reproducible technical evidence

Formula verification release — Aug. 31, 2026

Instead of saying the calculators were “tested” without evidence, the release publishes the formula register, executed default cases, boundary-handling results and technical checks.

Inspect the verification release
Independent authority

External professional review is still an open requirement

Internal QA is useful but not independent assurance. The reviewer packet is public so a CPA, ACCA, CIMA practitioner or experienced controller can reproduce the work.

See review status and packet