API & Enterprise Data
10M+ records. Per-artwork AI estimates. Similarity vectors. Price momentum. Artist embeddings. Not a data API — an intelligence layer that your applications build on.
# Basquiat works $1M–$5M, next 90 days
curl "https://api.liveart.ai/v1/artworks?\
artist_id=142&last_lot_status=upcoming&\
current_estimated_price__gte=1000000"
// Response: LAE on every record
{{ "current_estimated_price": 3850000,
"price_momentum_12mo": 0.124 }}
What Makes This Different
EXCLUSIVE
LiveArt Estimate™
AI-generated current market value on every artwork — min, mid, max with confidence intervals. XGBoost trained on 10M+ records across 1,400+ houses, back to 1986. No other API offers this.
EXCLUSIVE
Price Momentum
12-month and 24-month price momentum analytics on every artwork and artist. Quantitative signals, not qualitative commentary.
EXCLUSIVE
Similarity Vectors
Vector-driven comparable artwork search and related artist discovery. 64-dimensional artist embeddings for recommendation engines.
50+ Filter Dimensions
Filter by artist, category, medium, size, creation year, auction house, sale date, price range, momentum, lot status — all in one query.
Edition & Repeat Sales
Track the same artwork across every sale. Edition-level price ladders for prints and multiples. Financial time-series per artwork.
OpenAPI 3.1 + 16 Currencies
Machine-readable spec. Auto-generate typed clients. All prices in 16 currencies. Hammer and premium views. TradingView-compatible charts.
Architecture
Five layers of infrastructure. Your application plugs in at any level.
Layer 5
Applications
AI Advisor (conversational), Cataloguing (computer vision + pricing), Deal Intelligence, MyCollection, Live Streaming with AI commentary. Production applications built on the stack below.
Layer 4
AI Analytics
Similarity vectors, artist embeddings (64-dimensional), price momentum (12M/24M), Market Signals (real-time AI-generated intelligence), risk and liquidity scoring.
Layer 3
AI Pricing
LiveArt Estimate™ — XGBoost model, 100+ features, trained on 10M+ records across 1,400+ houses. Per-artwork estimates with confidence ranges. The expert's starting point, not the final answer.
Layer 2
Financial Metrics
Market cap, compound annual returns, Sharpe ratios, holding period analysis, career path analytics, repeat sales tracking, edition grouping. Investment-grade metrics for 350K+ artists.
Layer 1
Data
10M+ auction records, 1,400+ houses, 350K+ artists, 40 years of history from 1986. 16 currencies. Specialist-verified, structured, and enriched. The foundation everything else builds on.
Your application connects via REST API (OpenAPI 3.1) at any layer. Most enterprise clients use Layers 1–4. The application layer is available as products or via white-label integration. Read the full methodology →
What You Can Build
From appraisal automation to fractional ownership platforms — every application that needs art market intelligence starts here.
Data Infrastructure & Research
Build internal dashboards, market screeners, and research tools on top of 10M+ enriched records with LAE, momentum, and analytics built in.
Appraisal Automation
Feed artwork details into the API, get back AI valuations, ranked comparables, and risk assessments. Replace manual comp research with AI-generated diligence packages.
Client Portfolio Intelligence
Real-time collection valuations for HNWI clients. Sentiment analysis, performance benchmarks, and ongoing monitoring that keeps clients engaged after the appraisal.
Art-Secured Lending
Collateral valuation at origination. Continuous mark-to-market monitoring. LTV calculation, concentration risk, volatility alerts. Faster lending decisions.
Cataloguing & Lot Intelligence
Image-based artwork identification paired with instant LAE estimates, comparable sales, and structured lot descriptions. Consignment to catalogue in seconds.
Art Investment Platforms
Per-artwork valuations and continuous mark-to-market for fractional ownership platforms, art investment funds, and RWA tokenization — any structure that requires institutional-grade pricing.
Deal Intelligence for Private Sales
Market context for every transaction. Comparable pricing, momentum analysis, and auction supply data that makes B2B, B2C, and C2C art transactions more informed.
Custom Indices & Financial Products
Bespoke indices as benchmarks for structured notes, ETPs, and fixed index annuities. Art market data designed for financial product creation.
Need help building? LiveArt offers implementation engineering, custom data enhancement, and integration consulting. Email solutions@liveart.ai
Service Level & Security
Enterprise-grade security: AES-256 encryption, TLS in transit, RBAC, SSO/SAML, audit logging, and IP allowlisting. See our Security page →
99.5%
Monthly API Uptime
Excluding scheduled maintenance.
4 hrs
Critical Issue Response
Within LiveArt business hours.
48 hrs
Data Freshness — Top Houses
Christie's, Sotheby's, Phillips, Bonhams, Heritage, Poly, China Guardian.
14 days
Data Freshness — Other Houses
1,400+ regional and specialist houses worldwide.
OpenAPI 3.1
Machine-Readable Spec
Auto-generate typed clients in any language.
16
Currencies
Hammer and premium price views.
Get API credentials in minutes. Enterprise agreements include onboarding, dedicated support, and quarterly business reviews.