Fragmented AI infrastructure costs more than the vendor invoices. Engineering time, compliance exposure, downtime, and missed velocity — this calculator adds it all up. Enter your numbers. Get your real cost.
Team & Engineering
AI Engineers 8
Avg Engineer Salary (annual USD) $140K
% time lost to infra work 30%
Months to first agent launch 4 mo
Current Vendor Stack
Monthly vendor / toolchain spend $8,000/mo
Monthly GPU / compute spend $5,000/mo
Number of separate tools/vendors 6
Downtime & Reliability
Avg monthly downtime hours 12 hrs
Revenue impact per hour down (USD) $3,000/hr
Incident response hours/month 16 hrs
Compliance & Governance
Active compliance requirements
✓
EU AI Act compliance+$45K risk/yr
✓
Audit trail requirements+$18K cost/yr
HIPAA / Health data+$60K risk/yr
SOC 2 Type II+$25K cost/yr
NIST AI RMF alignment+$22K cost/yr
Manual compliance hours/month 40 hrs
Compliance consultant spend/yr $80K
Velocity & Opportunity Cost
Monthly revenue at risk from slow launch $50K/mo
Your Real Numbers
$—
Estimated Annual True Cost
Engineering time on infra—
Vendor & toolchain spend—
GPU / compute overhead—
Downtime & incident cost—
Compliance & governance—
Launch delay opportunity—
Total annual cost—
$—
Estimated savings with KwynTech.ai
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ROI vs. current stack
Estimates based on industry benchmarks. Actual savings vary by deployment. KwynTech.ai pricing applies per tier. Not financial advice.
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