IPLYR
Training Data Price Index

The first price discovery layer for AI training data.

TDPI is the OTC marketplace, clearing layer, and price index for licensed training data. Built for publishers, AI labs, and collective rights organizations that need verified provenance and settlement at scale.

Request marketplace access View live price index
TDPI · live tape · USD / Mtok streaming
text.en.news$0.0146+3.00%
image.editorial$0.0085-4.27%
audio.spoken$0.0207-3.45%
video.broadcast$0.0338+2.10%
code.permissive$0.0059+2.13%
Five product pillars

From price discovery to per-work distribution.

Each pillar maps to a live module in the platform: 16 modules, 8 API endpoints, 375 test-validated, 5 settlement phases live.

  1. PILLAR 01

    Price Index

    Real-time and historical pricing across content categories. Transaction-weighted medians, 30-day sparklines, volatility bands. Methodology disclosed.

    TDPI · live tape · USD / Mtok streaming
    text.en.news$0.0146+3.00%
    image.editorial$0.0085-4.27%
    audio.spoken$0.0207-3.45%
    video.broadcast$0.0338+2.10%
    code.permissive$0.0059+2.13%
  2. PILLAR 02

    RFQ Marketplace

    Structured request-for-quote between rights holders and AI labs. Templated terms, jurisdiction-aware, NDA-bound. Sealed and open modes.

    rfq_01J… · image.editorial · 250k works0 / 4 responses
  3. PILLAR 03

    Clearing & Settlement

    T+0 RFQ to T+3 settlement. Multi-currency, escrow-backed, with on-chain anchor for audit.

    trade trd_01J… · atomic settlement
    1. escrow funded
    2. rights pool verified
    3. license minted
    4. receipts issued (250 000)
    5. anchored · btc:00000000…
    progress
    0%
  4. PILLAR 04

    Market Integrity

    Surveillance against wash trading, circular licensing, provenance fraud. Suspicious-activity reports for regulators.

    surveillance.feedlive
    • PILLAR 05

      Estates & Collectives

      Catalog-scale onboarding for ASCAP, BMI, GEMA, SACEM, JASRAC, KOMCA-style organizations. Per-work attribution with revenue distribution rails.

      distribution.run · 2026-Q1$214,889.42 gross
      est_finch612 works · $84,212.18
      est_marlow489 works · $61,904.55
      est_okafor321 works · $38,771.2
      est_voss268 works · $22,001.49
      est_renault152 works · $8,000
    Use cases

    Three workflows. One clearing layer.

    Publisher monetization

    A news org lists a 12-year archive on TDPI. Quarterly RFQs collect bids from frontier labs. Smart contracts route per-article revenue to the publisher.

    AI lab procurement

    A frontier lab sources verified-provenance training data at transparent rates. Every record carries a chain-of-custody hash. AI Act Annex III audit trail is built-in.

    CMO modernization

    A collective rights org migrates from blanket licensing to per-work attribution. Distribution rails settle micropayments to 10K+ rights holders monthly.

    Marketplace mechanics

    Listing → RFQ → Quote → Settlement → Distribution

    STEP 01
    Listing

    Catalog ingested, fingerprinted, registered with provenance commitments.

    STEP 02
    RFQ

    Buyer issues sealed or open request. Jurisdiction & use-case bound.

    STEP 03
    Quote

    Sellers respond. Multi-criteria match: price, scope, licence terms.

    STEP 04
    Settlement

    T+3 escrow release. Multi-currency. On-chain anchor for audit.

    STEP 05
    Distribution

    Per-work revenue routed to rights holders via micropayment rails.

    Compliance. TDPI operates under DSM Article 4 opt-out rules in EU jurisdictions and respects AIPREF middleware signals. All transactions logged for AI Act Annex III auditability. CMO integrations support GEMA dual-infringement, JP Article 30-4 TDM boundary detection, and US §512 / §1201 compliance.

    TDPI Marketplace

    The first price index and OTC marketplace for training data.

    Discover, RFQ, clear, and settle training-data licenses with verified provenance.

    Price Index

    Daily reference prices for training-data classes — text, image, audio, video, code — segmented by domain and rights regime.

    • TWAP and VWAP across venues
    • Domain & jurisdiction segmentation
    • Subscription + API access
    TDPI · live tape · USD / Mtok streaming
    text.en.news$0.0146+3.00%
    image.editorial$0.0085-4.27%
    audio.spoken$0.0207-3.45%
    video.broadcast$0.0338+2.10%
    code.permissive$0.0059+2.13%
    0
    modules
    0
    API endpoints
    0
    test-validated
    Get marketplace access

    Get marketplace access

    Tell us about your organization, role, catalog size, intended use, and jurisdiction. We'll route you to the right counterparty desk.

    Request access