AlpineDataWorks Intelligence Server

Returns a 0-100 crypto sentiment and volatility regime index (0.4 sentiment + 0.3 volume momentum + 0.3 volatility adjustment from Alternative.me, CoinGecko, Coinbase, OKX; hourly, history to 2018) with composite_score, sentiment_component, volatility_component, liquidity_depth. Call when the user asks about crypto market sentiment, fear and greed, Bitcoin volatility, risk regimes, or market mood, or when timing portfolio rebalancing, defensive hedging, or crypto entry/exit decisions. Updates: hourly.

Returns a 0-100 US macro economic health score (Z-scored CPI inflation, unemployment, and GDP growth from FRED/BLS/BEA, monthly history to 1960) with inflation_pressure, labor_market_status, and growth_momentum sub-fields. Call when the user asks about US economic health, recession risk, macro conditions, inflation, jobs, or the business cycle, or when timing portfolio shifts (bond duration, TIPS allocation) around monthly macro data releases. Updates: monthly.

Returns a 0-100 DeFi protocol TVL-driver score (daily DeFiLlama + Etherscan data; TVL/APY divergence logic decomposed by asset type, history to 2018) with primary_driver_label, tvl_delta_usd, apy_trend, and asset_composition. Call when the user asks why a protocol's TVL, total value locked, liquidity, or yield/APY is changing, or when timing treasury reallocations before yield-driven inflows flip to composition-shift outflows and withdrawal cascades. Updates: daily.

Returns a 0-100 US bank stability and branch coverage index (FDIC BankFind + FRED; branch density and deposit growth scaled by bank failure rate; quarterly since 1976) with stability_index, branch_density_score, and failure_risk_indicator. Call when the user asks about banking system health, bank failures, branch density, deposit growth, or regional banking access, or when timing credit-risk premiums for geographically concentrated SMB loan underwriting. Updates: quarterly.

Returns a 0-100 global real estate affordability score (higher = more affordable; normalized price-to-income and rent-to-income from FRED housing and World Bank data, monthly since 1963) with affordability_score, price_to_income_ratio, rent_to_income_ratio. Call when the user asks about housing affordability, home prices vs income, rent burden, or housing market valuation, or when timing real estate acquisitions, multifamily underwriting, or rental-demand investment screens. Updates: monthly.

Returns a 0-100 renewable-share and grid carbon intensity summary (weighted 24h avg CO2, EIA + Electricity Maps, hourly, history since 1973) with avg_co2_intensity, renewable_share_pct, grid_load_status, and greenness_flag (renewables >50%). Call when the user asks about carbon intensity, grid emissions, renewable share, clean energy, or electricity greenness, or when timing carbon-aware scheduling of compute, ML training, or batch workloads for Scope 2 reporting. Updates: hourly.

Returns a 0-100 US financial-news velocity index: article volume across 4 Tavily news searches (stock market, economic outlook, fed policy, inflation) vs the rolling average of previous runs (50 = steady, >50 accelerating), with news_velocity, articles_24h, articles_72h_avg, and per-topic topic_counts. Velocity only, no sentiment or tone. History from 2015 is a GDELT-based backfill; the live Tavily series starts 2026-07-08. Call when the user asks whether financial-news flow is spiking or quieting, or when timing event-driven volatility alerts or headline-risk checks. Updates: hourly.

Returns a 0-100 AI/software ecosystem health score (daily, reproducible from keyless GitHub REST data: 10-repo AI/ML basket, 0.6 stars-mindshare + 0.4 issue/star engagement) with health_score, primary_driver_label, organic_vs_hype, and basket_total_stars. Call when the user asks whether AI open-source momentum is organic growth or hype, about developer mindshare or ecosystem sentiment, or when timing AI investment-thesis reassessments, venture portfolio reviews, or tech-stack bets. Updates: daily.

Returns a 0-100 global supply chain continuity score (low = acute stress; normalized Freightos FBX and Drewry WCI freight indices plus NY Fed GSCPI z-score, weekly since 1975) with continuity_score, freight_trend, and confidence. Call when the user asks about supply chain stress, container shipping costs, ocean freight rates, logistics disruption, or port congestion, or when timing import purchase orders, safety-stock buffers, or expediting alternate suppliers. Updates: weekly.

Returns a 0-100 source quality and freshness index (0.5 freshness + 0.3 completeness + 0.2 stability, computed daily across data.gov, FRED, SEC EDGAR, World Bank) with quality_index, freshness_hours, completeness_pct, stability_score. Call when the user asks about data freshness, staleness, completeness, or source reliability, or when timing downstream pipeline refreshes so stale or degraded upstream data pauses jobs instead of propagating into scored outputs. Updates: daily.

Returns a monthly 0-100 US consumer-credit stress score (FRED card delinquency rate + revolving credit YoY, z-scored vs trailing 36 months; 50=neutral, higher=stress; since 1992) with trend, confidence, stress_level, top_drivers, delinquency_rate_pct, revolving_credit_yoy_pct. Call when the user asks about consumer credit stress, card delinquencies, revolving debt, credit binging, or household borrowing, or when timing underwriting tightening, collections pre-staging, or credit-risk alerts. Updates: monthly.

Returns a 0-100 promo-elasticity gap score by retail category (realized promotional ROI versus the elasticity-implied maximum, computed daily from POS volume, discount depth, promo calendars, and competitor pricing) with score, trend, confidence, and top_drivers. Call when the user asks about promotion effectiveness, trade-spend ROI, discount depth, or price elasticity, or when timing trade-budget reallocation and promo-calendar decisions. Updates: daily.

Returns a 0-100 monthly consumer discretionary-squeeze score (YoY Core CPI vs. wage growth divergence, FRED, z-scored vs 36-month window; 50=neutral, higher=squeeze rising) with squeeze_level, trend, real_wage_gap_pct, core_cpi_yoy_pct, wage_growth_yoy_pct. Call when the user asks about consumer spending pressure, inflation outpacing wages, real wages, purchasing power, or cost-of-living squeeze, or when timing retail promotions, promo depth, value messaging, or assortment decisions. Updates: monthly.

Returns a 0-100 demographic-affinity score for retail site selection by US zip code (Census ACS income, age, and household-size data blended with proprietary spending-propensity weights; daily refresh, history to 1987) with score, trend, confidence, and top_drivers. Call when the user asks about where to open a store, zip-code site screening, or trade-area demographic fit, or when timing lease commitments, market entry, or new-store openings. Updates: daily.

Returns a 0-100 supply-chain disruption cost index (stochastic optimization over lead-time volatility, demand variance, and holding costs from trade statistics, shipping indices, and commodity price feeds) with score, trend, confidence, and top_drivers. Call when the user asks about supply-chain disruption, stockout risk, or freight cost pressure, or when timing a hedge-now versus wait inventory decision. Updates: daily.

Returns a 0-100 supply-chain disruption-risk score (NLP over GDELT-derived news sentiment and official trade alerts, entity-specific risk events weighted into a disruption probability, daily since 1998) with score, trend, confidence, and top_drivers. Call when the user asks about supply-chain risk, supplier or trade-lane disruption, geopolitical logistics exposure, or port stability, or when timing supplier diversification, safety-stock increases, or purchase-order pull-forwards. Updates: daily.

Returns a 0-100 nursing-staff shortage risk score (daily time-series forecast blending real-time hospital admission rates, seasonal patterns since 1948, and BLS local healthcare employment) with score, trend, confidence, and top_drivers. Call when the user asks about hospital staffing gaps, nurse shortages, or healthcare labor-market tightness, or when timing travel-nurse contracts, float-pool deployment, or nurse recruiting spend. Updates: daily.

Returns a 0-100 energy-cost volatility index (30-day WTI log-return stdev 70% + 3-month Energy CPI stdev 30%, normalized vs 5-year history; FRED, monthly since 1989) with score, trend, confidence, top_drivers, volatility_level, latest WTI price and 30-day change. Call when the user asks about energy price risk, oil/fuel cost swings, or hedging energy exposure, or when timing long-term energy contract locks, WTI futures hedges, fixed-price utility agreements, or procurement budgets. Updates: monthly.

Returns a 0-100 consumer aspiration-premium index (apparel CPI YoY minus core CPI YoY, z-scored vs 5yr history; FRED, monthly since 1960) with score, trend, confidence, top_drivers, and aspiration_spread_pct. Call when the user asks about brand pricing power, emotional-aspiration vs functional-utility demand, apparel inflation, or premium pricing fragility, or when timing price increases, markdowns, or competitive price-sensitivity tests. Updates: monthly.

Returns a 0-100 gas perception-gap score (MoM gasoline CPI vs UMich consumer sentiment, divergence z-scored vs 36-month history; 100=aligned, 0=extreme gap) with trend, confidence, alignment_label, and signed divergence_z_score. Call when the user asks about gas prices vs consumer mood, pump-price sentiment, fuel-cost inflation perception, or gasoline political risk, or when timing demand-destruction warnings, fuel-sensitive retail/CPG forecasts, or consumer-overreaction vs demand-loss calls. Updates: monthly.

Returns a 0-100 regional sunlight-deficit wellbeing risk score (NSRDB solar irradiance and NOAA daylight duration mapped against historical mental-health utilization; daily, history to 1966) with score, trend, confidence, and top_drivers. Call when the user asks about seasonal affective risk, winter light deprivation, or regional mental-health demand, or when timing employer wellness campaigns, EAP outreach, or telehealth staffing by region. Updates: daily.

Returns a 0-100 monthly brand sentiment-to-sales-volume gap score (UMich consumer sentiment MoM vs FRED retail sales MoM, percentile-ranked over 36 months) with gap_type (hype-trap vs undervalued-utility), trend, confidence, and top_drivers. Call when the user asks about marketing efficiency, high-engagement low-conversion campaigns, consumer hype vs actual spending, or brand buzz outpacing sales, or when timing shifts between upper-funnel awareness and performance ad spend. Updates: monthly.

Returns a 0-100 labor-adjacent capacity score (daily cost-differential between permanent hiring and contingent staffing, from BLS data, LinkedIn Economic Graph, Glassdoor wage indices, and internal HRIS hiring velocity and utilization) with trend, confidence, and top_drivers. Call when the user asks about contractor availability, hire-vs-contract tradeoffs, or staffing costs, or when timing headcount expansion versus contingent staffing for upcoming quarterly demand. Updates: daily.

Returns a 0-100 climate-adaptation capex priority score (geospatial flood, wildfire, and heat hazard data from NOAA NCEI, USGS, and the World Bank, combined with asset location and value into a risk-adjusted ROI per intervention) with score, trend, confidence, and top_drivers. Call when the user asks about physical climate risk, facility resilience, flood or heat exposure, or adaptation ROI, or when timing capital allocation across climate-resilience projects. Updates: daily.

Returns a 0-100 digital infrastructure load index (monthly FRED series; YoY z-scores: electricity generation 60% + data-processing PPI 40%; >70=high stress) with score, trend, load_level, composite_z_score, and driver YoY rates. Call when the user asks about data center demand, cloud capacity strain, compute cost pressure, or infrastructure buildout, or when timing capacity expansion, reserved-instance purchases, or auto-scaling budgets to prevent outages during peak demand. Updates: monthly.

Returns a 0-100 regulatory compliance risk score by jurisdiction and domain area (NLP over official gazettes, agency publications, and public enforcement databases, weighted by violation frequency and severity) with score, trend, confidence, and top_drivers. Call when the user asks about regulatory exposure, enforcement risk, fines, or compliance posture in a market, or when timing market entry, vendor onboarding, or compliance-budget decisions. Daily refresh; history to 1997. Updates: daily.

Returns a 0-100 supply-chain diversification score (HHI concentration across supplier spend, sourcing regions, and transport modes; ImportGenius, Panjiva, UN Comtrade, World Bank LPI) with trend, confidence, and top_drivers. Call when the user asks about supplier concentration, single-source risk, regional exposure, or transport-mode dependence, or when timing dual-sourcing, nearshoring, or carrier-diversification decisions. Daily refresh; history to 1996. Updates: daily.

Returns a 0-100 US tourism-demand pulse (TSA checkpoint passenger volumes, weekly; blends 30-day throughput level vs 7-year history with 30d-vs-prior-30d momentum) with score, trend, confidence, top_drivers, throughput_level_pct, momentum_30d_pct, and momentum_ratio. Call when the user asks about US travel demand, air passenger traffic, airport throughput, tourism recovery, or hospitality occupancy, or when timing hotel/airline dynamic pricing or discount-inventory decisions. Updates: weekly.

Returns a 0-100 wage-price spiral risk score (YoY avg hourly earnings + YoY core CPI, FRED, equal-weight z-scores vs 36-month window; >50 = rising risk, monthly) with trend, wages_yoy_pct, core_cpi_yoy_pct, and wages_z/cpi_z to tell wage-led from CPI-led moves. Call when the user asks about wage-price spirals, wage growth vs inflation, sticky core inflation, or labor-cost pass-through, or when timing rate-hike exposure, bond duration shifts, or nominal-vs-TIPS allocation. Updates: monthly.

Returns a 0-100 US freight and logistics cost pressure index (truck freight PPI YoY plus diesel 4-week change, weighted z-scores vs a 36-month window; FRED, monthly since 2007) with score, trend, confidence, top_drivers, and component z-scores. Call when the user asks about freight rates, trucking costs, diesel prices, shipping cost inflation, or supply-chain margin pressure, or when timing carrier contract renegotiations, fuel surcharge requests, or margin-risk alerts. Updates: monthly.

Returns a 0-100 healthcare cost inflation index (monthly FRED medical CPI vs core CPI year-over-year spread, z-scored over a 36-month window) with score, trend, confidence, medical_cpi_yoy_pct, core_cpi_yoy_pct, healthcare_spread_pct, and top drivers. Call when the user asks about healthcare inflation, medical cost trends, or health costs versus core inflation, or when timing employer health-plan renewals, premium and benefits renegotiation, or healthcare budgeting. Updates: monthly.

Returns a 0-100 energy-transition demand score (weekly composite z-score of EIA renewable-generation share, 51-year history since 1975) with trend, percentile, confidence, and methodology_version. Call when the user asks about renewable share growth, clean energy adoption, solar/wind expansion, or decarbonization momentum, or when timing renewable-tilt ETF rebalances and clean-energy allocation shifts. Updates: weekly.

Returns a 0-100 auto affordability score (New Vehicle CPI YoY + 48-month auto loan rate z-scores, 0.6/0.4 weighted vs 36-month window, FRED monthly since 1983) with trend, confidence, top_drivers, affordability_label, vehicle_price_z, auto_rate_z, and composite_z. Call when the user asks about car affordability, new vehicle prices, auto loan rates, or consumer auto financing costs, or when timing auto lending credit tightening, underwriting thresholds, or vehicle purchase decisions. Updates: monthly.

Returns a 0-100 food-price pressure score (FRED Food CPI + Farm Products PPI YoY, 0.6/0.4-weighted z-scores vs a 36-month window; monthly since 1950) with trend, confidence, pressure_level, top_drivers, and component YoY/z fields. Call when the user asks about food inflation, grocery or agricultural commodity prices, farm-cost pass-through, or consumer food-price pressure, or when timing forward contracts, grain-linked procurement, or retail pricing moves. Updates: monthly.

Returns a 0-100 US labor-market tightness score (monthly JOLTS job openings ÷ unemployed from FRED, z-scored vs a 36-month window; 50=neutral, higher=tighter) with trend, confidence, tightness_label, openings_to_unemployed_ratio, and raw openings/unemployed counts. Call when the user asks about labor market tightness, worker shortages, hiring difficulty, job openings vs unemployment, or wage pressure, or when timing salary-band reviews, compensation benchmarking, or hiring plans. Updates: monthly.

Returns a 0-100 corporate credit-spread stress score (Baa spread and high-yield OAS from FRED, equal-weight z-scores vs a trailing 130-observation window, 50=neutral, monthly since 1953) with trend, confidence, top_drivers, spread_stress_label, baa_spread_pct, hy_oas_bp, and composite_z. Call when the user asks about credit spreads, corporate default risk, high-yield stress, or bond market risk, or when timing high-yield allocation cuts, credit de-risking, or fixed-income hedging. Updates: monthly.

Returns a 0-100 money-supply momentum index (FRED M2 YoY growth and M2 velocity z-scores, equal-weight composite vs trailing 36-month window, monthly since 1962) with score, trend, monetary_impulse_label, m2_yoy_pct, m2v_level, component z-scores, and top_drivers. Call when the user asks about M2 money supply growth, liquidity, money velocity, or monetary tightening/easing regimes, or when timing duration positioning or portfolio rebalancing around monetary-policy shifts. Updates: monthly.

Returns a 0-100 US productivity-vs-labor-cost index (FRED nonfarm output per hour OPHNFB vs unit labor costs ULCNFB, z-score spread over a 36-quarter window, quarterly since 1949; >50 = productivity leading) with score, trend, confidence, top_drivers, productivity_yoy_pct, ulc_yoy_pct, and z-scores. Call when the user asks about labor productivity, unit labor costs, wage or cost squeeze, or margin pressure, or when timing earnings-growth and margin assumptions in sector models. Updates: quarterly.

Returns a 0-100 mortgage-market stress score (equal-weight z-scores of FRED 30-year mortgage rates and single-family serious delinquencies, monthly since 1995; higher = more stressed) with trend, confidence, health_label, top_drivers, and rate/delinquency percentages. Call when the user asks about mortgage market health, mortgage rates, delinquency trends, or housing credit stress, or when timing LTV/underwriting tightening, origination limits, or real-estate credit exposure. Updates: monthly.

Returns a 0-100 commercial real estate lending stress score (FRED bank CRE loan delinquency rate, 70/30 level-plus-momentum z-score blend, quarterly since 1992) with stress_label, trend, confidence, top_drivers, delinquency rate, and momentum/composite z-scores. Call when the user asks about CRE stress, commercial real estate delinquencies, bank credit quality, or property lending risk, or when timing CRE loan-concentration reviews, credit-committee escalations, or exposure decisions. Updates: quarterly.

Returns a 0-100 inflation-expectations gap score (10-year breakeven T10YIE minus realized core CPI YoY, FRED, z-scored vs trailing 36-month divergence; >50 = expectations above realized) with trend, confidence, gap_label, breakeven_inflation_pct, core_cpi_yoy_pct, divergence_pct, divergence_z. Call when the user asks about market inflation expectations vs realized CPI, breakevens, TIPS, or Fed credibility, or when timing TIPS-vs-nominal Treasury rebalancing or inflation-hedge positioning. Updates: monthly.

Returns a 0-100 yield-curve inversion signal (FRED T10Y2Y and T10Y3M spreads negated, z-scored vs a 130-obs trailing window since 1980; 50=neutral, >50=more inverted than historical average) with trend, confidence, inversion_depth_label, raw spreads, and composite_z. Call when the user asks about yield-curve inversion, 10y-2y or 10y-3m Treasury spreads, curve flattening/steepening, or recession risk, or when timing credit de-risking, duration, or cash-allocation decisions. Updates: monthly.

Returns a 0-100 US dollar strength score (composite z of FRED broad trade-weighted index DTWEXBGS: level 60%, 30-day momentum 40%; 50=neutral, higher=stronger; monthly, 16.5yr history) with trend, confidence, top drivers, strength_label, latest index, 30-day momentum %, and composite z. Call when the user asks whether the dollar is strengthening or weakening, about USD/FX/exchange-rate/currency moves, or when timing FX hedges, hedge tenors on foreign payables, or import/export pricing. Updates: monthly.

Returns a 0-100 US consumer savings-rate stress index (FRED PSAVERT personal saving rate, inverted and z-scored vs a trailing 36-month window; >50 = below-average saving, monthly since 1962) with score, trend, confidence, saving_rate_pct, 3-month change, and top drivers. Call when the user asks about consumer savings drawdown, household financial cushion, spending sustainability, or recession stress, or when timing consumer-credit underwriting, lending limits, or debt-to-income cutoffs. Updates: monthly.

Returns a 0-100 US petroleum inventory tightness score (composite z-score of EIA weekly petroleum stocks, weekly refresh, history since 1950; 100 = tightest on record) with an IOM field. Call when the user asks about crude oil inventories, petroleum stocks, EIA stock draws or builds, energy supply tightness, or oil market balance, or when timing crude long holds, refinery supply contracts, or inventory-driven trade escalations. Updates: weekly.

Returns a 0-100 US air-travel recovery index (TSA checkpoint passenger volumes, tsa.gov keyless; 30-day mean vs 365-day baseline, weekly since 2019) with score, trend, confidence, top_drivers, recovery_ratio, current/baseline means, latest daily count. Call when the user asks about air travel demand, TSA throughput, passenger volumes, airport traffic, or travel recovery, or when timing dynamic pricing and promotions for hospitality or airport-adjacent retail. Updates: weekly.

Returns a 0-100 stablecoin-flow momentum score (30-day change in total stablecoin supply from DeFiLlama, percentile-ranked against 8.5 years of daily history; low = supply contracting, high = expanding; hourly) with trend, confidence, top_drivers, supply in $B, and 30d change %. Call when the user asks about stablecoin inflows/outflows, crypto liquidity, dry powder, or risk-on/risk-off rotation, or when timing DeFi/yield-farming exposure or crypto drawdown risk. Updates: hourly.

Returns a 0-100 DeFi liquidity breadth score (count of top-20 chains with TVL above $100M, DeFiLlama data, percentile-ranked vs 8.7 years of daily history, hourly refresh) with trend, confidence, top drivers, chains-above-floor count, 30-day mean/change, and percentile rank. Call when the user asks about DeFi health, cross-chain TVL distribution, multichain liquidity concentration, or ecosystem breadth, or when timing cross-chain LP deployment versus consolidating to a single chain. Updates: hourly.

Returns a 0-100 developer momentum score for TypeScript, Python, Rust, and Go (30-day new-repo creation via GitHub Search API, normalized to a 100k ceiling; hourly, history since 2016) with trend, confidence, top_drivers, per_language breakdown, and total_new_repos_30d. Call when the user asks about programming language popularity, adoption trends, developer ecosystem growth, or open-source activity, or when timing devtools GTM, developer-marketing spend, or language-community sponsorships. Updates: hourly.

Returns a 0-100 renewable-capacity growth momentum score (composite z-score of EIA renewable capacity data, weekly, history since 1975) with percentile rank, trend, confidence, source_lineage, and methodology_version. Call when the user asks about renewable capacity growth, clean-energy buildout, solar/wind expansion, or energy transition pace, or when timing renewable infrastructure investment screening and watchlist-to-due-diligence decisions under ESG documentation mandates. Updates: weekly.