For leaders who need trusted numbers

Catch forecast and reporting mistakes before they reach the board.

A private library for finance and operations teams that have to stand behind forecasts, dashboards, budgets, and board numbers. See how common mistakes happen, then use the templates to fix them.

Private library Worked examples Clean templates No company data

Rules

Four rules keep the room focused.

This is a library of reusable fixes for common forecasting and reporting problems. It is not a help desk for your company’s systems.

01

Strip the company details

Send the problem, not the proof. No live company data, passwords, board files, deal documents, or proprietary code. Anything that identifies your company is not reviewed.

02

Recorded fixes

Selected problems get a brief recorded walkthrough that shows what went wrong, why it matters, and which template fixes it.

03

No support queue

Submissions go one way. Answers are recorded once and saved to the library. No comments, DMs, or private troubleshooting.

04

Company-specific work stays separate

If the issue depends on your actual board package, live deal, or spend decision, it moves to a confidential, separately scoped Forecast Integrity Partners review.

What you get

A practical reference library for people responsible for the numbers.

A searchable private library, a simple way to submit problems, recorded fixes, and clear examples you can reuse.

The private library

Private access to fixes and templates, organized by problem: forecasts, dashboards, budget checks, reconciliation, and reporting quality.

  • Private access
  • Work email required
  • No software to install

Submit a problem

A short form asks for your work email, the tools involved, and a small example with the company details removed.

  • Work email required
  • Name the tools involved
  • Keep the example short

Recorded fixes

Selected problems get a short recorded walkthrough. No custom builds, no system access, no email troubleshooting.

  • Shows what went wrong
  • Shows why it matters
  • Links to a template

How it runs

Use it when you need a cleaner answer.

What membership includes

  • Public examples: short, practical walkthroughs anyone can watch.
  • Private library: members-only access to fixes and templates.
  • Submissions: available to approved members only.
  • Access: reviewed by a person before payment.

Keep company details out

  • Work email.
  • The tools involved.
  • A short example with company details removed.
  • No company files, passwords, private forecasts, board materials, or deal details.
SubmitYou send a forecasting or reporting problem with the company details removed.
ReviewWe check it for fit, clarity, and confidentiality.
SelectThe clearest, most reusable problems get picked.
PublishA short recorded breakdown is added to the member library.
ApplyYou use the fix and template in your own work.

First topics

Real infrastructure and pipeline mechanics built for corporate security.

Public walkthroughs show the high-level architecture. The member library holds the configuration scripts, recipes, and templates.

Week 1
Positron Setup with Docker for Python and R. Containerizing isolated environments to maintain package stability and prevent dependency drift locally.
Week 2
Secure Your Mac. Hardening your local machine data infrastructure to prevent asset logs and credential leaks inside corporate environments.
Week 3
Secure Your AI (Open Models). Deploying and routing air-gapped, local open-source LLMs using Ollama without exposing data to public networks.
Week 4
Secure, Fast Complete System Backups. Handling automated state backups and secure, programmatic file transfers via command line with BackBlaze.
Week 5
Multi-Tier Forecast Simulation Frameworks. Structural scripts that separate baseline revenue trend momentum from execution-driven commercial variables.

Membership

Reviewed by a person before payment.

Kept deliberately small at launch. Members are approved by hand so the library stays focused and useful.

Individual Seat

$300/month

For one finance or operations professional who wants the library, recorded fixes, and the ability to submit problems.

  • Full private library access
  • Recorded fixes
  • Submit your own problems
  • New examples added over time

Annual Individual

$3,000/year

The same access, billed once a year, for one person who wants a standing reference library.

  • Everything in monthly access
  • Billed annually
  • Reviewed before access
  • Work email preferred

Team Pod

$7,500/year

For a small team responsible for forecasts, dashboards, reporting, or operations analysis.

  • Up to 5 people
  • Shared private library access
  • Team submissions
  • Reviewed before access

When you need more

Some problems should not go in a shared library.

When a problem is tied to your actual board package, live deal, or spend decision, it belongs in a confidential review, not a shared example.

The library is for reusable fixes. Company-specific decisions are handled as separate, confidential advisory work.

Request access

Describe the problem. Keep the files out.

Request access if your work touches forecasts, budgets, dashboards, board reporting, revenue reporting, or operations analysis.

Do not send confidential data, client files, passwords, private forecasts, board materials, or deal documents. Describe the problem with company details removed.

Every request is reviewed by hand before a payment link is sent. Member submissions stay tight: work email, tools involved, and a short example with company details removed.