Collect and structure eligible financial filings, market pages, company disclosures, court information, regulatory publications, news, and alternative web signals with source, version, period, and validation context.
Financial and legal records can change through amendments, corrections, docket events, updated disclosures, and source revisions. Kvetoiq preserves the context needed to audit each record.
Every program is designed around eligible sources, documented collection methods, timestamps, and clear labeling for observed and AI-derived fields.
Collect eligible displayed stock and index observations, company fundamentals, earnings records, and analyst-related public fields.
Structure public crypto market, NFT marketplace, decentralized exchange, protocol, wallet, and governance data.
Compare eligible public premium, coverage, deductible, and product information across carriers and filing sources.
Track public loan rates, credit card offers, savings yields, and product features across banks and fintech providers.
Develop documented research signals from eligible public operating, demand, hiring, product, and digital-market observations.
Structure eligible case records, docket events, documents, public attorney profiles, and regulatory filing updates.
Connect company profiles, funding events, acquisitions, leadership changes, subsidiaries, and growth indicators.
Monitor eligible financial news and earnings content, then add clearly labeled event and sentiment classifications.
Track official filings, rule changes, enforcement notices, sanctions lists, deadlines, and corrected records.
Observe public mortgage, refinancing, home-equity, and lender product information with rate and date context.
Collect eligible displayed currency, commodity, precious-metal, and energy-market observations with source context.
Prepare governed data for sentiment, anomaly, trend, and risk research without presenting model output as financial advice.
Finance and legal workflows share a need for stable identity, source lineage, version history, timestamps, and explicit separation between extracted and derived information.
A filing update can change facts, periods, exhibits, narrative sections, or document relationships. Version-aware records protect the audit trail.
| Record type | Example | Required context | Status label |
|---|---|---|---|
| Source fact | Revenue reported in a filing | Source, period, unit, filing, original value | SOURCE FACT |
| Normalized fact | Revenue mapped to common schema | Original value, mapping, normalized value | NORMALIZED |
| Calculated field | Year-over-year growth | Formula, inputs, periods, units | CALCULATED |
| AI classification | Document event or sentiment class | Model, prompt or rule, confidence, source | AI-DERIVED |
| Human-reviewed output | Validated document classification | Review status, notes, date, reviewer process | REVIEWED |
Eligible court information can be structured without implying that every filing is public, complete, unrestricted, or appropriate for every use.
Regulatory APIs, public filings, agency publications, official notices, and eligible public court information.
Prefer official APIs and bulk accessInvestor relations pages, company announcements, public product pages, news, and operational signals.
Assess source conditions and purposeCommercial feeds, paid databases, authenticated portals, and contract-governed content.
Require authorization and license reviewCalculations, summaries, classifications, sentiment, anomaly detection, and research signals.
Label methodology and review statusTrack eligible price and volume observations, analyst-rating changes, filings, and company fundamentals for investment research.
Monitor public token prices, NFT floors, DEX liquidity, protocol metrics, and governance events for crypto research.
Compare eligible public premium, coverage, and deductible information across insurance carriers and product categories.
Track public loan rates, card offers, savings APYs, and feature changes across banks and fintech providers.
Create documented research signals from hiring, locations, public reviews, pricing, product, and digital-market observations.
Track eligible cases, filings, docket events, legal documents, and regulatory changes for research and compliance teams.
Monitor public funding rounds, acquisitions, executive changes, and corporate relationships for due diligence and deal sourcing.
Organize timestamped news, entity events, and labeled sentiment outputs as inputs for human-reviewed market research.
Monitor official filings, policy changes, enforcement notices, sanctions updates, deadlines, and corrected records.
Track public mortgage rates, refinancing offers, lending products, and institutional changes with source and date context.
Monitor eligible displayed currency, commodity, metals, and energy observations for market and risk research.
Build governed datasets for sentiment classification, anomaly detection, forecasting research, and quantitative risk-model inputs.
Timestamped versions create an auditable record instead of preserving only the latest value or document state.
Coverage depends on public accessibility, official API or bulk options, authentication, licensing, source terms, geography, intended use, and technical feasibility.
Confirm sources, fields, records, users, and intended outcome.
Review public, API, licensed, authenticated, and restricted conditions.
Map entities, records, versions, facts, observations, and events.
Collect, normalize, retain lineage, label derivations, and validate.
Confirm fields, versions, citations, quality rules, and output.
Monitor sources, refresh records, manage changes, and retain logs.
Retain publisher, authority, record ID, URL, access time, and source class.
Connect organizations, securities, parties, cases, authorities, and aliases.
Preserve original, amended, corrected, and superseded records.
Validate currency, units, reporting period, fiscal context, and sign.
Link normalized facts to original values and source locations.
Mark calculations, AI classifications, summaries, and confidence separately.
Detect structural changes, unexpected gaps, and schema drift.
Retain validation result, exception, review state, and notes.
Monitor filings, dockets, notices, company pages, and record changes.
Explore Live Crawler →Assist document extraction, classification, matching, and enrichment.
Explore AI-Powered Scraping →Connect eligible web records to controlled applications and workflows.
Explore Web Scraping API →Support broad discovery and maintained public-record collections.
Explore Enterprise Crawling →Kvetoiq evaluates public accessibility, official APIs, bulk-download options, authentication, licensing, source conditions, personal-data necessity, court-record restrictions, redactions, access fees, retention, intended use, and request controls. Project-specific legal questions require qualified counsel.
Read the Privacy Policy →It is the managed collection and structuring of eligible financial, company, market, court, regulatory, legal, news, and alternative web records with source and observation context.
Potential fields include company identity, filings, financial facts, reporting periods, market observations, company events, news, public product data, regulatory records, and alternative web signals.
Yes. Projects can use eligible SEC filings, official EDGAR APIs, and bulk data to structure filing metadata, documents, exhibits, narrative sections, and XBRL facts.
Yes. Extracted facts can retain concept, value, unit, period, fiscal context, filing, accession number, original source, and normalized mapping.
Yes. Original and amended records can remain separate while changes, superseded values, validation results, and current status are retained.
Eligible sources can be monitored for earnings releases, guidance, leadership changes, financing, M&A, products, and other defined public events.
Eligible displayed values may be collected with source, venue, currency, unit, timestamp, delay, and access context. Requirements depend on licensing and source conditions.
Kvetoiq does not imply exchange-grade or real-time licensing by default. Licensed feed requirements must be scoped with an authorized data provider and applicable agreements.
Eligible news can be structured by publisher, time, entity, event, and source link. Sentiment and summaries are labeled as derived outputs and can include validation rules.
Potential public signals include hiring, locations, products, pricing, reviews, website changes, and company activity. Sources, methodology, limitations, and intended use should be documented.
Eligible public information can include court, case number, title, parties, dates, docket entries, filing descriptions, documents, and status. Access conditions and fees vary.
Eligible documents can be structured into headings, parties, dates, citations, authorities, amounts, document types, and source-linked passages under agreed review rules.
Yes, when information is publicly available and appropriate for the intended use. Original names, normalized identities, roles, sources, and matching evidence can be retained.
Yes. Potential records include authority, document ID, rule, notice, action, publication date, effective date, deadline, entity, penalty, correction, and current status.
Official public lists can be monitored with authority, program, entity, identifier, publication date, change event, and status context. Screening decisions require separate governance.
Source facts, normalized facts, calculated fields, AI classifications, summaries, and human-reviewed outputs receive distinct types, lineage, methodology, and status labels.
Records can include publisher, authority, source URL or identifier, document, version, section, access time, original value, normalized value, extraction method, and validation status.
Yes. Delivery options may include API, webhook, CSV, Excel, JSON, JSONL, Parquet, delta feeds, cloud storage, databases, warehouses, and custom integrations.
Cadence depends on official update schedules, source behavior, record volume, licensing, access conditions, requested fields, validation, intended use, and responsible request controls.
Validation may cover authority, entity, record ID, version, period, units, currency, values, dates, duplicates, lineage, derived labels, expected fields, anomalies, and source changes.
In many cases, representative filings, records, documents, entities, and change scenarios can confirm the schema, lineage, validation rules, review status, and delivery format.
There is no universal answer. Requirements vary by jurisdiction, source, access method, contract, privacy context, licensing, record restrictions, and intended use. Qualified counsel should review project-specific questions.
Kvetoiq assesses authorization, authentication, licensing, terms, fees, technical controls, and intended use before designing access. Restricted or unavailable content is not treated as public.
No. Kvetoiq provides data engineering and structured data services. Customers remain responsible for professional legal, compliance, investment, credit, and regulatory decisions.
Share your target authorities, sources, entities, documents, fields, refresh requirements, validation rules, and delivery destination. Kvetoiq will help shape a practical collection and governance plan.
Share the platforms, categories, competitors, SKUs, regions, or business questions you care about. KVETOiQ will help define the right data strategy, output format, and operating cadence.
