Ops automation partner-build benchmark example

Prompt used: I want a modern AI-native agency to build an internal ops platform with approvals, dashboard reporting, role-based access, workflow automation, Slack alerts, and launch support for a distributed operations team.

Traditional timeline: 6 months. Lean path timeline: 8-9 weeks solo with AI if internal stakeholders stay aligned.

Modern-agency timeline: 9 weeks. Benchmark range: $72,400 to $93,800.

• The project is complex enough to justify QA, launch hardening, and PM overhead.
• The modern-agency pricing is still lean because the UI expectations are pragmatic and the team stays small.
• The number matters most when internal stakeholders need a credible benchmark before procurement conversations start.

• Discovery, implementation, QA, release coordination, and short support window
• Senior review across automation logic and stakeholder approvals
• A tighter delivery model than traditional internal-tool consulting

Excluded by default: Enterprise change management programs, Long-lived BI/reporting ownership, Procurement or transformation-office overhead.

• Internal tools still benefit from partner delivery when the project touches approvals, access control, and operational risk.
• The modern-agency midpoint stays below traditional because the team shape is compact and AI-native.
• This is a strong benchmark for ops teams deciding whether to keep the work internal or hire focused outside help.