Applied Data Factory // Federal Market Intelligence

Federal Procurement Market Intelligence

Focused market intelligence without another large software subscription.

Applied Data Factory transforms difficult public federal procurement records into clean, documented, decision-ready intelligence products. The current catalog combines recent two-year market views with five-year strategic baselines for PSC 6625 and PSC 6640.

Need intelligence for a market we have not published? Request a fixed-scope custom build for a PSC, NAICS, agency, contracting office, competitor, product category, or other public dataset.

Request a Feasibility Review Explore Published Packages

Watch the Product Demo

Downloadable workbooks and data files · one-time purchase · no annual software contract · built from public records

Applied Data Factory is operated by Washa LLC, a U.S.-based small business providing documented federal procurement research and custom market-intelligence builds.

Bespoke Build

Custom Market Analysis

Tailored analysis for another PSC, NAICS, agency, office, product category, competitor, public dataset, or recurring market-monitoring need.

01 — Published Intelligence

Complete federal market intelligence packages

Each category package is delivered as one customer ZIP containing a dedicated two-year Recent Market View and a five-year Strategic Baseline. The collection combines all four products in a single delivery.

Federal Market Intelligence · PSC 6625

PSC 6625 Complete Federal Market Intelligence Package

Federal market intelligence for PSC 6625 — Test and Measurement Equipment — with complementary two-year and five-year analytical views.

$199 Launch Price

Regular price: $249

INCLUDED ASSETS
  • Recent Market View: PSC 6625 two-year customer package
  • Strategic Market Baseline: PSC 6625 five-year customer package
  • Buyer and awarding-office prioritization
  • Awardee, competition, and set-aside analysis
  • Historical awards for further official-source research
  • Workbooks, CSV data, guides, methodology, QC, and limitations
Get the PSC 6625 Package

Secure checkout and digital delivery through Lemon Squeezy.

Online purchasing is coming soon

Federal Market Intelligence · PSC 6640

PSC 6640 Complete Federal Market Intelligence Package

Federal market intelligence for PSC 6640 — Laboratory Equipment and Supplies — with complementary two-year and five-year analytical views.

$199 Launch Price

Regular price: $249

INCLUDED ASSETS
  • Recent Market View: PSC 6640 two-year customer package
  • Strategic Market Baseline: PSC 6640 five-year customer package
  • Buyer, office, and awardee intelligence
  • Small-dollar and larger-award market layers
  • Set-aside, market-access, vehicle, and historical context
  • Workbooks, CSV data, guides, methodology, QC, and limitations
Get the PSC 6640 Package

Secure checkout and digital delivery through Lemon Squeezy.

Online purchasing is coming soon

Best Overall Value

PSC 6625 + PSC 6640

Federal Scientific Equipment Intelligence Collection

All four PSC 6625 and PSC 6640 two-year and five-year market-intelligence products in one customer delivery.

$349 Launch Price

Regular price: $449

INCLUDED ASSETS
  • PSC 6625 two-year Recent Market View
  • PSC 6625 five-year Strategic Market Baseline
  • PSC 6640 two-year Recent Market View
  • PSC 6640 five-year Strategic Market Baseline
  • All supporting workbooks, CSV data, guides, methodology, and QC materials
  • One-time purchase with downloadable delivery
LAUNCH SAVINGS

Save $49 compared with purchasing both complete category packages separately.

Get the Complete Collection

Secure checkout and digital delivery through Lemon Squeezy.

Online purchasing is coming soon

How the complete category packages work

Recent Market View · Two Years

Designed for recent buyer and awardee patterns and tactical business-development research.

Strategic Market Baseline · Five Years

Designed for long-term buyer patterns, repeat awardees, concentration, and market-entry analysis.

02 — Product Review Sample

Review the Product Before Purchase

Request the free PSC 6625 six-month review sample to examine the workbook structure, representative records, documentation, methodology, and analytical presentation before purchasing a complete package.

REVIEW SAMPLE — LIMITED CONTENT

Not the complete commercial product. Not for resale or redistribution.

Get the Free Review Sample

03 — Product Demonstration

See How the Product Works — PSC 6625 Example

This walkthrough uses the PSC 6625 six-month review sample to demonstrate the structure and analytical style of an Applied Data Factory federal-market intelligence package. PSC 6640 is available as a separate PSC-specific package using a comparable analytical framework.

Open the demo video directly

Video Transcript

PSC six-six-two-five — a six-month look at U.S. federal procurement for test and measurement instruments.

The Executive Summary brings the six-month market into focus: 326 qualifying records, $331.1 million in obligations, and about 81 percent attributed to the Department of Defense.

The Market Dashboard summarizes six months of activity across four views: monthly obligations, award-record counts, monthly share, and leading agencies. March was the peak month, at $163.7 million.

Agency and Office Analysis breaks down who is buying. The Navy leads within DoD. The top twenty offices — Naval Air Systems Command, Federal Aviation Administration, and Naval Surface Warfare Center, Crane Division — are ranked by six-month obligations.

Vendor Landscape ranks the top 25 recipients by obligations. Lockheed Martin leads with about $70.1 million, representing 21.2 percent of six-month obligations.

Historical Awards contains fifty representative records with fifteen columns — obligations, period-of-performance dates, office, and award identifiers. Filters are active. Each record is a starting point for independent research.

This is the six-month review sample, demonstrating the product's structure and analytical style. The paid package includes both the two-year Recent Market View and the five-year Strategic Baseline.

Explore the free review sample and complete PSC 6625 package at applieddatafactory.com.

04 — Buyer Value

A research shortcut, not another opportunity platform

Questions the products help answer

  • Which agencies and contracting offices buy in this market?
  • Which companies have received awards?
  • How are award values distributed?
  • Which competition and set-aside patterns appear?
  • Is the market concentrated or fragmented?
  • Which historical awards deserve deeper official-source research?

What the products do not claim

  • They are not live solicitation or opportunity feeds.
  • They do not guarantee future recompetes, awards, or bid success.
  • They do not replace SAM.gov or official award verification.
  • They do not treat IDV ceilings as current demand or remaining capacity.
  • They are historical decision-support tools built from public records.

Why pay when public data is free?

The product value comes from scoped extraction, cleaning, exception handling, market-layer separation, structured analysis, documentation, and buyer-ready organization that would otherwise require substantial research time.

05 — Source-to-Package Quality Controls

From raw public records to packaged intelligence, each product follows a documented QC chain.

Each product moves through a repeatable workflow designed to preserve source lineage, normalize records, separate important market layers, reconcile values, document limitations, and verify final delivery files.

01Source scope defined

Product code, date window, award scope, source type, and inclusion rules are set.

02Raw data preserved

Original files, download metadata, source-window details, and fingerprints are retained.

03Staging and normalization

Dates, identifiers, labels, and numeric fields are standardized in controlled layers.

04Market layers separated

Lower-dollar context, core awards, IDVs, zero-obligation rows, and outliers remain distinct.

05Reconciliation checks

Row counts and financial totals are checked through cleaning, analysis, and export.

06Workbook and CSV review

Tabs, files, formulas, labels, links, and buyer-facing usability are checked.

07Methodology and limitations

Sources, windows, definitions, exceptions, limitations, and interpretation are documented.

08Final package verification

ZIP contents, readability, manifests, and delivery readiness are reviewed.

Important limitation

These controls improve traceability, consistency, and usability, but do not make public source data perfect. Buyers should verify current activity and award records through official sources.

06 — Methodology and Interpretation

Transparent methods, defined limitations, and careful interpretation.

Applied Data Factory uses repeatable pipelines and product-specific methodology rules to turn public procurement records into structured market intelligence.

We do not claim certified accuracy, perfect source data, verified future opportunities, or guaranteed business outcomes unless a product explicitly documents that work.

Data Refinery — Source to Packaged Product
  1. 01
    Scope definition

    Define market code, award types, sources, time window, and inclusion rules.

  2. 02
    Source extraction

    Pull relevant public award records and preserve source lineage.

  3. 03
    Cleaning and normalization

    Standardize fields, classify records, and prepare analysis layers.

  4. 04
    Exception handling

    Flag or separate lower-dollar context, IDVs, zero rows, and large outliers.

  5. 05
    Reconciliation and QC

    Check row counts, value conservation, files, formulas, and presentation.

  6. 06
    Buyer-ready packaging

    Deliver workbooks, supporting data, guides, methodology, limitations, and license terms.

07 — Custom Market Analysis

Tell us what market decision you are trying to make.

Request evaluation of another PSC, NAICS, agency, office, product category, competitor, public dataset, or clearly defined federal-market question.

CUSTOM BUILDS

Fixed-scope custom market analysis builds generally begin at $1,500, subject to feasibility, source availability, deliverables, licensing, and verification.

Request Custom Market Analysis

08 — Contact and Written Support

Contact Applied Data Factory.

Use the secure contact form for prospective-customer, general business, product access, delivery, licensing, billing, and refund-related questions.

WRITTEN SUPPORT

Custom analysis and general inquiries go to our business inbox. Product access, delivery, licensing, billing, and refund questions go to support.

Send a Business Inquiry Request Product Support