Source-of-truth filing data for financial AI. Ready to integrate via API or MCP.

We turn complex SEC filings into structured, source-linked data built for financial AI. Your model handles generation. Lucy provides the source-grounded financial data behind it.

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Trusted by Industry Leaders

Problems We Solve

Financial RAG fails when the source data is not trustworthy.

SEC and DART filings were never built for LLMs. Once their tables, footnotes, and XBRL tags are flattened during parsing, even the best model returns confident but unverifiable answers.

Hallucinations in Filing-Based RAG

Most hallucinations start before generation — when retrieved context is incomplete, mislabeled, or detached from its filing source.

Low Accuracy on Financial Calculations and Metrics

Numeric questions need exact figures, periods, and entity context. Without source-of-truth data, answers turn fragile and hard to verify.

Months Wasted on Preprocessing

Teams burn months on table extraction, XBRL grounding, and item segmentation before they can even start testing RAG quality.

Solutions We Provide

Lucy turns unstructured SEC filings into structured, retrieval-ready financial data.

The data layer before generation — source-linked chunks your model can actually trust.

Source-Linked Data

Every chunk traces back to the official filing source — retrieval that reduces hallucination at its root.

Prebuilt RAG Pipeline

Filing ingestion, parsing, chunking, and retrieval — fully assembled, ready to plug into your workflow.

One-Click Integration

Connect via MCP or API and retrieve source-backed filing chunks directly inside your AI stack. Lucy returns the evidence — your model composes the answer.

MCPREST APISource-linked

Benchmark Performance

Optimized for financial retrieval accuracy.

Especially on numerical financial questions — the hardest problem in filing-based RAG.

90%

Numeric answer accuracyRAGAS · FinQABench

15 min

Filing ingestion latencyNear-real-time ingestion.

Source-linked

Chunk traceabilityEvery chunk traces to source.

LucyRAG (Claude Fable 5) vs frontier models with Web Search

RAGAS answer accuracy

1.00.80.60.40.2

.99

.95

.85

.79

gpt-5.6-sol+ Web Search

LucyRAGfable-5

gemini-3.6+ Web Search

fable-5+ Web Search

opus-5+ Web Search

Read the benchmark methodology

Company Stock Performance

The following graph shows a comparison of five-year cumulative total shareholder return, calculated on a dividend-reinvested basis, for the Company, the S&P 500 Index and the Dow Jones U.S. Technology Total Stock Market Index. The graph assumes $100 was invested in each of the Company's common stock, the S&P 500 Index and the Dow Jones U.S. Technology Total Stock Market Index as of the market close on September 25, 2020. Past stock price performance is not necessarily indicative of future stock price performance.

September
2020September
2021September
2022September
2023September
2024September
2025

Apple Inc.$ 100$ 132$ 128$ 155$ 208$ 224

S&P 500 Index$ 100$ 137$ 115$ 136$ 181$ 217

Dow Jones U.S. Technology Total Stock Market Index$ 100$ 147$ 107$ 147$ 220$ 287

¹ Services net sales include amortization of the deferred value of services bundled in the sale price of certain products.

(...)

The following table shows disaggregated net sales, as well as the portion of total net sales that was previously deferred, for 2025, 2024 and 2023 (in millions):

202520242023

iPhone209,586201,183200,583

Mac33,70829,98429,357

iPad28,02326,69428,300

Wearables, Home and Accessories35,68637,00539,845

Services ¹109,15896,16985,200

Total net sales416,161391,035383,285

Portion of total net sales that was included in deferred revenue at the beginning of the period:

$ 8,229$ 7,728$ 8,169

¹ Services net sales include amortization of the deferred value of services bundled in the sale price of certain products.

PART III

Item 10. Directors, Executive Officers and Corporate Governance

The information required by this Item will be included in the Company's definitive proxy statement to be filed with the SEC within 120 days after September 27, 2025, in connection with the solicitation of proxies for the Company's 2026 annual meeting of shareholders (“2026 Proxy Statement”), and is incorporated herein by reference.

Item 11. Executive Compensation

The information required by this Item will be included in the 2026 Proxy Statement, and is incorporated herein by reference.

Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters

The information required by this Item will be included in the 2026 Proxy Statement, and is incorporated herein by reference.

Proprietary Technology

Compress 200+ pages into 6 objects.

Transform complex SEC filings into structured data.

Text Blocks

Images

Financial Tables

XBRL Tags

References

Metadata

You need structured data, not a smarter model.

Most RAG failures stem from data quality issues, not model limitations.

Original Filing (10-K)

(In millions)	September 28, 2024	September 30, 2023	September 24, 2022
Net income	$93,736	$96,995	$99,803
Other comprehensive income/(loss):
Change in foreign currency translation, net of tax	395	(765)	(1,511)

Standard Method

Step 1: Markdown Conversion

| Net income | $93,736 | $96,995 | $99,803 |

| Change in foreign currency translation | 395 | (765) | (1,511) |

Step 2: Rendered HTML (Flat)

September 28, 2024

September 30, 2023

September 24, 2022

Net income

93,736

96,995

99,803

Other comprehensive income/(loss)

Change in foreign currency translation, net of tax

395

(765)

(1,511)

✕ LLMs struggle to reconstruct row/column relationships from flattened PDF text. Key financial data gets lost or misaligned.

Lucy Structured

Step 1: JSON Structure

{

"type": "table",

"value": {

"title": "CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME",

"headers": [

[

{

"colspan": # Number of merged columns

"rowspan": # Number of merged rows

"pos": {

"col": 0, # Header Column coordinates

"row": 0 # Header Row coordinates

"styles": [

"b" # Style Tag

"v": "Years ended" # Value

...

]

"rows": [

[

{

"colspan": # Number of merged columns

"rowspan": # Number of merged rows

"pos": {

"col": 0, # Column coordinates

"row": 0 # Row coordinates

"v": "93736" # Value

...

]

"structure": {

"col_count": 5, # Total column count

"has_header": true,

"row_count": 36 # Total row count

}

Step 2: Rendered HTML (Nested)

September 28, 2024

September 30, 2023

September 24, 2022

Net income

$ 93,736

$ 96,995

$ 99,803

Other comprehensive income/(loss):

Change in (...) tax

395

(765)

(1,511)

✓ Every row, column, and merged cell is preserved exactly as filed — no reconstruction guesswork.

Table Extraction

✓Every row, column, and merged cell is preserved exactly as filed — no reconstruction guesswork.

XBRL Grounding

✓Each value is tagged with its official XBRL taxonomy label, eliminating ambiguity across filings and time periods.

Segmentation

✓LUCY segments by Item (1, 1A, 7, 8...) and sub-section, preserving the regulatory structure of each filing.

Chunking

✓Chunks respect document boundaries — tables, paragraphs, and exhibits are never split mid-element.

Coverage

What Lucy Covers.

Ten years of SEC filings, structured at the item level and continuously updated as new filings are published.

37Filing types

2.9M+Processed

10 yearsHistorical Coverage

Live27 forms

Last updated: 2026-10-06 02:13 UTC

201620182020202220242026

Production

Corporate & OwnershipSEC25 types

Form 413F-HR8-KForm 310-Q6-K13G10-KDEF 14AForm 513D20-FS-140-FS-3S-4In developmentS-6In developmentS-8In development424AIn development424B3In development424B4In developmentDRSIn developmentDRSLTRIn developmentEFFECTIn developmentPOS AMIn development

Fund & ETFSEC3 types

NPORT-PProspectus (485/497)N-1A

Korea MarketDART9 types

Small Public Offering · D002Securities Registration · D001Shareholder Meeting · E006Material Matters · B001Quarterly · A003Semi-annual · A002Annual Report · A001Merger etc. · D005Simplified Prospectus · G001

Global & AlternativePhase 2 · Q3–Q4

Earnings Call TranscriptsSoonESG DisclosuresSoonHKEX / TSE FilingsSoon15-Year Archives (2011–2015)Soon

Topics

Structured company intelligence from every filing.

The same SEC filings, organized around the questions investors and analysts ask. Switch between the structured JSON and the user-facing view.

Story01
Brief02
Products services brands03
Physical properties04
Income flow05
Acquisitions06
Customer concentration07
Insider trades08
Beneficial ownership09
Officers and directors10

Storyfiling history · 46 filings, 2023–2026

Lucy output

202613

Aug 17, 2026Latest0001045810-26-000069

NVIDIA CORP partnered with SB Energy Corp. to develop the PORTS Technology Campus in Ohio, providing $105 billion in residual value guaranties for tenant OpenAI and investing $1.5 billion.

followsThis partnership formalizes the collaboration with OpenAI Group PBC mentioned in the fiscal 2026 10-K, significantly expanding NVIDIA CORP’s commitment to large-scale, dedicated AI compute infrastructure.

Jul 2, 20260001045810-26-000060

NVIDIA CORP appointed Microsoft Corporation veteran Nicholas Parker as Executive Vice President, Worldwide Field Operations, succeeding retiring Ajay K. Puri, effective around August 24, 2026, with $40,000,000 in target equity.

followsThis management transition continues a series of leadership and board updates in mid-2026, including the appointment of a new Chief Accounting Officer and a new director.

Jun 30, 20260001045810-26-000056

NVIDIA CORP stockholders approved ten director nominees, executive compensation, and a simple majority voting standard, while rejecting three non-binding stockholder proposals during the June 24, 2026, Annual Meeting.

followsThis filing confirms stockholder voting results from the June 24, 2026, Annual Meeting, following a $25 billion debt offering and an $80 billion increase in share repurchase authorization.

Blogs

Read Latest Articles.

View all posts

Dec 19, 2025

5 Reasons Why SEC Data Is So Hard for RAG Engineers

RAG Performance Starts with Preprocessing, Not Retrieval

Dec 28, 2025

Reducing RAG Hallucinations in SEC 10-K Data: Why Item Separation Is So Hard

Jan 11, 2026

Ready to get started

Build on Structured Financial Ground Truth

LUCY transforms raw financial documents into precision-structured data — so your AI does less guessing and more knowing.

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