Fivetran 2026 Enterprise Data Infrastructure Benchmark — data teams spend 53% of engineering time on maintenance; $2.2M/yr/team on pipeline upkeep at enterprise scale

Claim: Per Fivetran's "Enterprise Data Infrastructure Benchmark Report 2026" (published March 26, 2026; survey of 500 senior data/tech leaders at 5,000+-employee firms, Q4 2025): "Data teams dedicate 53% of engineering time to maintenance, with $2.2 million per year… spent on pipeline upkeep by full-time engineers."

Source: fivetran.com (the benchmark report).

Confidence: Single-source, vendor-commissioned (Fivetran sells managed data pipelines — direct incentive to surface the cost of in-house pipelines).

Caveat: Enterprise-scale (5,000+-employee firms); directionally relevant to SMBs as a warning, not a literal SMB cost. The earlier Wakefield-commissioned figure pegged a build-and-maintain pipeline team at ~$520,000/yr (airbyte.com / fivetran.com).

Why this matters for Candid: The strongest single argument for renting (or using free) rather than building data pipelines. The number is enterprise-scale but the ratio (>50% of engineering on maintenance) is the SMB-relevant signal. See R5 — Budget for pipeline maintenance from day one; if the client can't commit to upkeep, rent the managed version instead of building one.