{"id":1714,"slug":"capex-to-opex-structural-shift-synthesis","title":"The structural shift: capex (server + sysadmin) → opex (managed service, administration included)","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team"],"topics":["web-infrastructure","cloud-infrastructure-economics","bespoke-build-economics"],"reference_body":"**Synthesis:** The cost-floor story is not only about cheaper unit prices. It is also a structural shift from **capex + ongoing ops labor** to **pay-as-you-go opex with the provider absorbing administration**.\n\n**Then:** dedicated server + colocation rack space + bandwidth + a sysadmin to patch / backup / fail over the machine. Capex on the box, opex on the labor.\n\n**Now:** managed hosting + serverless compute ([[lambda-launch-november-2014-serverless]]) + managed databases ([[rds-launch-october-2009-managed-db]]) convert that into pay-as-you-go opex.\n\n**Practical SMB delta:** A hobbyist or SMB can now run, for ~**$5–$50/month**, a managed-DB-backed app that in ~2005 implied a **dedicated server** ([[pre-cloud-dedicated-colocation-pricing-2004-2007]]) plus part of a **sysadmin's salary** ([[pre-cloud-sysadmin-wages-bls-2024]]).\n\n**Source:** Synthesis of the pre-cloud + post-cloud entries above.\n\n**Confidence:** Industry-consensus.\n\n**Why this matters for Candid:** The unit-price drop (storage, compute, bandwidth) is the headline. The structural shift is what actually moved the SMB into reach. Both belong in any cost-floor article.","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"s3-launch-march-2006-15-cents-per-gb","title":"Amazon S3 launched March 14, 2006 at $0.15/GB — object storage as a metered utility","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"ec2-launch-august-2006-ten-cents-per-hour","title":"Amazon EC2 launched as limited public beta August 25, 2006 — single m1.small instance at $0.10/hour","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"rds-launch-october-2009-managed-db","title":"Amazon RDS announced October 2009 (MySQL first); GA May 31, 2011 — managed DB absorbs admin/backup/failover","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"lambda-launch-november-2014-serverless","title":"AWS Lambda previewed November 13, 2014; GA April 9, 2015 — code with no servers to provision","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"pre-cloud-dedicated-colocation-pricing-2004-2007","title":"Pre-cloud dedicated/colocation pricing 2004–2007 — managed dedicated $250–$1,400/month; budget $89–$199; 1U colo ~$50/month","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"pre-cloud-sysadmin-wages-bls-2024","title":"Network & Computer Systems Administrator BLS median: ~$51K–$58K (early 2000s, needs-verification) rising to $96,800 (May 2024)","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"magnitude-summary-storage-compute-bandwidth-structural","title":"Magnitude summary: storage ~85% / 7×; compute ~20×; bandwidth ~240×; plus the capex→opex structural shift","kind":"reference","scope":"business","link_type":"relates-to"}],"incoming":[{"slug":"research-brief-falling-cost-floor-real-web-functionality-smb-june-2026","title":"Research brief: the falling cost floor of \"real\" web functionality for SMBs (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"magnitude-summary-storage-compute-bandwidth-structural","title":"Magnitude summary: storage ~85% / 7×; compute ~20×; bandwidth ~240×; plus the capex→opex structural shift","kind":"reference","scope":"business","link_type":"depends-on"}]},"created_at":"2026-06-21T13:17:00.519Z","updated_at":"2026-06-21T13:17:00.519Z"}