Workflow Intelligence Pilot Kit
The 30-day AI pilot framework built for real operations. Eleven production-ready templates, audited financial spreadsheets, human-in-the-loop review SOPs, and a complete worked distribution case study. Everything you need to test AI on a real business process and measure whether it actually pays for itself.
Why early business AI pilots frequently stall after two weeks
Most small business teams that experiment with AI fail not because the technology is incapable, but because their pilot lacks operational governance:
No Pre-Pilot Baseline
Teams don't measure exact manual cycle times or error rates before introducing tools, making it impossible to prove whether AI improved anything or wasted staff time.
Uncontrolled Prompt Drift
Staff write informal, conversational prompts that hallucinate under edge cases, creating inconsistent data and eroding managerial trust.
Missing Exception Protocols
When an ambiguous or non-standard document arrives, nobody knows who is responsible for resolving it, causing automated workflows to bottleneck.
No Pre-Agreed Kill Criteria
The pilot drags on indefinitely without a structured Day 30 evaluation framework to decide whether to Scale, Revise, Pivot, or Kill the project.
What is inside the Workflow Intelligence Pilot Kit
Eleven production-ready, editable files (Markdown documentation and CSV spreadsheets with tested formulas). Field-by-field instructions and concrete examples for every asset.
The Quick-Start Implementation Guide
Your operational roadmap: 4-week sprint milestones, document dependencies, team briefing protocols to address automation anxiety, and 5 pilot failure modes to avoid.
Workflow Mapping & Boundary Template
As-Is vs To-Be swimlanes, explicit AI assistance boundaries, human audit checkpoints, and strict input/output data contracts.
Use-Case Prioritization Matrix
Score and rank up to 5 competing workflow candidates objectively across volume, input predictability, verification speed, risk, and team receptivity with automated formulas.
Baseline Measurement Worksheet
10 to 14-day tracking log to record actual human performance before AI. Automated formulas for mean cycle time, standard deviation, and baseline error rate.
Audited Value & Cost Calculator
Multi-scenario financial model (Conservative, Base, Optimistic) factoring in human audit time, exception triage rates, tool costs, and realization factors. Zero circular references.
Data Sensitivity & Vendor Risk Checklist
4-tier data classification audit, Zero Data Retention (ZDR) model terms verification, training opt-out verification, and pre-processing redaction protocols for PII.
Human-in-the-Loop & Exception SOP
The operational standard operating procedure: 3-tier review protocol (Tier 1 rapid spot-check < 30s; Tier 2 threshold audit > $500; Tier 3 exception escalation) and feedback loops.
Test-Case Calibration Log (25 Tests)
Pre-structured testing matrix: 15 standard happy-path cases, 5 noisy/scanned edge cases, and 5 boundary/adversarial cases with pass/fail tracking and prompt adjustment notes.
30-Day Pilot Charter & Sprint Contract
The formal 1-page agreement: problem statement, in-scope vs out-of-scope boundaries, RACI ownership matrix, pre-agreed kill criteria, and weekly review agendas.
Final Decision Framework & Exit Scorecard
Day 30 evaluation framework: quantitative scorecard evaluating accuracy, net time saved, and team sentiment across 4 clear exit gates: Scale, Revise, Pivot, or Kill.
Worked Example: Apex Industrial Supply Co.
See what high-quality completed deliverables look like in a real $18M wholesale distributor evaluating 250 monthly supplier invoices and packing slips.
Genuine Preview: The 3-Tier Human Review Protocol
Here is an exact excerpt from 07_human_review_exception_plan.md, illustrating our operational oversight architecture:
Is this kit right for your business?
We believe in operational fit over indiscriminate sales. Review our qualification criteria before purchasing:
- Small and medium business owners looking for measurable operational efficiency.
- Operations managers, department leads, and dispatchers tired of vague AI hype.
- Companies with repetitive document, extraction, or routing bottlenecks.
- Teams without dedicated in-house data science or enterprise IT resources.
- People looking for generic "prompt bundles" or get-rich-quick AI shortcuts.
- Businesses looking to replace entire human teams overnight without oversight.
- Autonomous, high-liability tasks without human verification (e.g. trading, legal filings).
- Teams unwilling to spend 10 days measuring current manual baseline performance.
$45.00 one-time
Single commercial license • Instant digital download archive • Zero recurring fees
- • Complete 11 production deliverables in Markdown and CSV formats
- • Audited value & cost calculator with checked spreadsheet formulas
- • 3-tier human review SOP and escalation architecture
- • 25-case prompt calibration and edge-case testing matrix
- • Full Apex Industrial Distribution worked case study
src/js/config.js. Zero mock or simulated transactions are executed.