Trust, unlocked.

SOURCE · AAPL 10-K FY2024PAGE 42

Apple reported revenue of $90.2 billion$89.5 billion in Q4 2024, with services growing 12% year-over-year to $24.97 billion.

3 CLAIMS EXTRACTED
1$90.2 billionNUMERIC
212%PERCENTAGE
3$24.97 billionNUMERIC
SOURCE LOOKUP
10-K · PAGE 42 · PARAGRAPH 3

"Total net revenue for the three months ended September 28, 2024 was $89.5 billion"

3 / 3 CLAIMS VERIFIED
DCF MODEL · AAPLBUILDING...
KEY ASSUMPTIONS
Base Revenue (Q4)---
Revenue Growth---
WACC---
Terminal Growth3.0%
REINJECTION TRACE
Revenue10-K p.42$89.5B
Growth10-K p.3812.0%
CORRECTION
WACC ASSUMPTION
6.2%9.8%

LLM hallucinated WACC. Recalculated from β=1.24, Rf=4.3%, ERP=5.5%

PROJECTED FREE CASH FLOW ($B)
FY25
FY26
FY27
FY28
FY29
118.295.4
MODEL VERIFIED
Fair Value: $198.40
THE PROBLEM

One wrong number in a financial report. One fabricated citation in a legal brief. One hallucinated dosage in a medical summary.

THE SOLUTION

Limma catches it. Every claim verified against source. Proven or refused.

01

Claim Verification

Every claim extracted, classified, verified against sources.

Learn more →
02

Self-Healing

Failed claims auto-correct using source evidence.

Learn more →
03

Agent Governance

Verify before any agent takes action.

Learn more →

Works with everything.

OpenAIAnthropicAzureBedrockLangChainLlamaIndexAny LLM
EXAMPLE USE CASES
WITHOUT VERIFICATION

An LLM summarizes Q4 earnings and fabricates a revenue figure. The number looks plausible — but it's wrong by $700M. It goes into a board deck unchecked.

QUERY
Summarize Q4 2024 performance from this financial report.
↓ LLM
VERIFIED OUTPUT
Apple reported revenue of $90.2 billion in Q4 2024, with services growing 12% year-over-year to $24.97 billion.
CLAIMS VERIFIED
$90.2 billion$89.5 billion

AAPL 10-K FY2024: Total net revenue was $89.5 billion

12%

Services grew 12% YoY

$24.97 billion

Services revenue was $24.97B

3/3 claims verified. 1 corrected via reinjection.

Limma works anywhere an LLM generates factual claims.

See Limma verify.