For Teams
Help smart analysts produce work managers can actually use.
Most companies already have smart people. The problem is messy spreadsheets, dashboard clutter, unclear questions, fragile workflows, and AI outputs nobody should trust yet.
Outcomes
Cleaner workflows. Better judgment. Finished work.
Cleaner analyst workflows
Reduce workbook fragility, unclear metrics, duplicated effort, and hidden manual steps.
Stronger analysis judgment
Teach analysts to frame questions, check data, test explanations, and use AI without losing control.
Manager-ready outputs
Move from reports people debate to decision packets leaders can act on.
Team paths
Choose the path that matches the need.
Team seats
Put several analysts into the Excel Systems Lab or Business Science Project Lab together.
Excel team packs from $3,750.
Private cohort
A company-specific Project Lab for teams with shared reporting, planning, dashboard, or AI-analysis needs.
Private cohorts from $15,000.
Workflow fix
Use a Diagnostic or Sprint when one dashboard, report, forecast, or Excel workflow is already causing pain.
$6,500 Diagnostic. $25,000 Sprint.
Best first targets
Teams that own recurring analysis.
- Finance and FP&A
- RevOps and Sales Operations
- Analytics and BI
- Operations reporting
- Training and enablement teams responsible for analyst capability
Authority base
Accidental Analyst book history, the Tableau keynote connection with Pat Hanrahan, Tableau training, Netflix analytics, SAS, Oracle, Yahoo, forecasting, BI, and enterprise data work.
Book a team fit callBuying guide
Which team option fits?
| Situation | Recommended path | Anchor |
|---|---|---|
| One to five analysts need better Excel systems | Excel Systems Lab team seats | From $3,750 |
| A department wants shared analysis habits | Private cohort | From $15,000 |
| One workflow is broken but scope is unclear | Analysis Diagnostic | $6,500 |
| One workflow is urgent and important | Decision-Grade Sprint | $25,000 |
Buyer proof
The value is method, not tool novelty.
AI can make analysts faster. It can also make messy work faster, harder to review, and easier to over-trust. The Accidental Analyst exists for managers who need their teams to think better, not merely produce more outputs.
Common manager pain
- Smart analysts, inconsistent outputs
- Dashboards that describe activity but not action
- Excel workbooks that only one person understands
- AI outputs that need review discipline
- Business reviews that debate numbers instead of decisions
Manager approval language
Simple internal case for team training.
This is not generic AI training. It is a practical lab for recurring analysis work: Excel systems, dashboards, reports, business reviews, AI-assisted analysis, and decision packets.
- Improves reviewability of recurring analysis.
- Reduces dashboard theater and spreadsheet fragility.
- Gives analysts a shared method for using AI safely.
- Turns reporting effort into manager-ready decisions.