Resources
Evidence of demand, not another AI narrative
Short briefs on how manufacturers find, qualify, and pursue public industrial opportunities.
How machine shops actually find government contracts
SAM.gov is the official source. The hard part is deciding which notices fit CNC capacity, materials, certifications, and job-size economics.
NAICS codes for machine shops, without pretending they are the whole story
332710 and related codes matter, but capability, certifications, and constraints decide whether a notice is pursuable.
Aerospace manufacturing contracts: public data, private constraints
Aerospace and defense suppliers can use public procurement data without uploading CUI or export-controlled files.
Where data-center demand creates supplier opportunities
Electricity-demand growth from data centers is a demand signal. The near-term product still starts with public procurement, then expands.