Name: Federal-Spending Momentum
Brand: AlpineDataWorks.AI
SKU: ADW-126
Availability: InStock

Use cases

What it unlocks

⌁

For an agent

A government-contracting intelligence agent polls ADW-126 (Federal-Spending Momentum, weekly refresh, composite z-score of USAspending award/obligation flows) each Monday; when the score crosses above 65 and trend is 'rising,' the agent automatically filters the award pipeline for sectors where obligations are accelerating, drafts a teaming-partner alert, and flags relevant open solicitations for analyst review. The source_lineage pointing to USAspending.gov and a pinned methodology_version mean the agent can cite the exact weekly obligation snapshot behind any alert, satisfying FAR audit trail requirements. Current score sits at 50 (flat trend), so no false-positive sprint is triggered — the agent only fires on genuine inflection, not noise.

📈

For the business

A federal business-development VP at a mid-tier defense contractor uses ADW-126 to time proposal pipeline investments: when the score is flat or falling (as it is today at the 100th percentile of a two-point history), the team holds headcount for proposal writing; when it swings sharply upward, they accelerate BD hires and partner outreach weeks before competitors notice the award volume increase in public data. The alternative — manually monitoring USAspending.gov obligation tables by agency — requires a full-time analyst and still lags the signal by weeks.

Forward outlook

Prediction

Horizon: —
Recommended use: Federal contract-award momentum (USAspending.gov). Descriptive index.

Methodology

How it's built

composite z-score 0-100

Version ADW-126-live-1.0 · validated to beat a naive baseline · benchmark: n/a

Live response

The object an agent receives

One call returns the answer with its reasoning attached — the live Intelligence Object for ADW-126.

GET /v1/intelligence/adw-126

{
  "product_id": "ADW-126",
  "entity": "US",
  "score": 50,
  "trend": "unknown",
  "confidence": 0.2,
  "top_drivers": [
    {
      "factor": "source_unavailable",
      "contribution": 1
    }
  ],
  "recommended_use": "Federal contract-award momentum (USAspending.gov). Descriptive index.",
  "methodology_version": "ADW-126-live-1.0",
  "freshness": "2026-06-27T02:00:46.565Z",
  "coverage": "Federal contract awards (USAspending.gov), all awarding agencies",
  "source_lineage": [
    "USAspending.gov /api/v2/search/spending_by_category (keyless)"
  ],
  "allowed_use": "informational",
  "caveat": "USAspending temporarily unavailable: HTTP 525 from https://api.usaspending.gov/api/v2/search/spending_by_category/awarding_agency/",
  "validation_status": "descriptive"
}

IOM schema

The agent-callable contract

Every product conforms to the Intelligence Object Model — typed, versioned, and discoverable.

product_id
entity
score
trend
confidence
top_drivers
prediction_horizon
recommended_use
methodology_version
freshness
coverage
source_lineage
allowed_use

MCP tool: adw.adw_126

Access options

Consume it your way

Dashboard
Read the score + drivers in the console.
REST API
/v1/intelligence/adw-126
MCP tool
adw.adw_126
Marketplace
Discoverable by any MCP agent via the MCP registry.
White-label
Embed under your own brand (Platinum).

Plan requirement

Depth scales with the plan

Free Sample object — current score only
Gold Full drivers + history + confidence
Platinum White-label + bulk + SLA

Compare plans →

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