863 Labs
Independent equity research and analysis

What the Financial Statements Look Like at an Operating Inflection

At a confirmed operating turn, the statements show a growth-rate-spread event — not margin expansion. Measured signatures from 23 outcome-labeled inflections versus 156 mature compounders, fiscal windows roughly FY2014–FY2025.

21 Aug 2026 · Study
Cohort-median statement trajectories around an operating inflection year — gross profit peaking, expense growth braking, cash flow flipping with earnings.

Micron Put Up the Perfect Three-Year Run

WEAK to STABLE to STRONG, then three more STRONG quarters. Filing-day tape from $64.59 to $1,213.56. Execution through the glut, then an AI cycle that filled the factory.

18 Aug 2026 · Note
The Anatomy of an 18.8x Cycle — Micron FY2023 to FQ3 FY2026

The Accounts Receivable x Revenue Cohort

FYE 2025. Ten names where revenue accelerated and receivables lagged — growth that collected — before the next year-end replaces the window.

17 Aug 2026 · Cohort
The Accounts Receivable x Revenue Cohort — FY2024 to FY2025 social card

How Customer Float Funds Growth and What Happens When It Reverses

Cash that arrives before the cost is incurred shrinks the capital base and makes growth self-funded. The same structure is a claim against the business the moment growth stalls.

15 Aug 2026 · Study

When to Hold a Compounder Past Its Margin of Safety

The value rule that says sell when the discount closes is the exact rule that caps your returns on a real franchise.

26 Jul 2026 · Study
Protection by price discount falling away as protection by quality and economics rises, crossing at the handoff.

How to Evaluate Management as Capital Allocators

Two identical franchises diverge by 10x over a decade for one reason. The five ways allocators fail, and the tell that shows up in the pay package years before the deals.

26 Jul 2026 · Study
Outsiders compounding at about 20% pulling away from the S&P baseline, with the Singleton buyback callout.

Early Warning Signs a Competitive Moat Is Collapsing

Great businesses don't fade politely. They unravel in a detectable order, and they look strongest right before the wipeout.

26 Jul 2026 · Study
Smooth mean-reversion decay beside a stepped cascade with fractures at each joint.

Strategy Capacity: Why Concentrated Alpha Decays as Assets Grow

The strategy that beats the market at $50M cannot exist at $5B. Skill doesn't fade - your own buying erases the discount you came for.

26 Jul 2026 · Study
A curve of expected excess return halving with every doubling of assets, falling from 32% toward mathematical extinction at institutional scale.

Identifying Strength in Recessionary Market Conditions

Some businesses convert a recession into permanent market share. Two impostors wear the same uniform.

26 Jul 2026 · Study
The configuration: an arch whose piers are a real fortress and an asymmetric industry, with the deployment engine as the keystone.