5G rollout, edge computing, and legacy cost model modernization. FinOps optimization reduces spend 15–25% while maintaining 99.99%+ SLA compliance.
Legacy infrastructure cost models don't scale to 5G. Edge computing + multi-region architectures demand optimization.
5G rollout = massive infrastructure scaling. Legacy cost models = no visibility into waste. SLA breaches = millions in penalties.
Telecom cost models built on CapEx + support contracts. Public cloud pricing is opaque. No chargeback to business units.
5G core networks, RAN (Radio Access Network), MEC (Multi-access Edge Computing) on AWS. Compute costs exploding as scale accelerates.
Edge locations, regional data residency, multi-cloud for carrier flexibility. Cost per region invisible; duplication easy.
99.999% uptime requirement (5.26 min downtime/year). Network calls monitored by customers; one breach = contract penalties.
Traffic forecasts for 5G launch = guesses. Over-provision = waste; under-provision = customer churn.
Network ops, applications, infrastructure managed separately. No unified cost/performance dashboard.
FinOps + SLA monitoring + edge computing optimization. Recurring retainer means continuous cost control + uptime assurance.
Bundled: Cost optimization + network SLA compliance tracking. 15–25% cost reduction + proof of uptime SLAs.
ML models for traffic prediction, anomaly detection, churn prediction. Cost per prediction tracking.
Monthly cloud spend: $250K+ across 5 AWS regions (5G core + MEC).
Problem: No cost visibility by region/service. Unused capacity in off-peak regions. SLA dashboard = manual reporting (error-prone).
Identified $40K/month waste: over-provisioned off-peak capacity, data transfer inefficiencies, unused reserved instances.
Built automated cost attribution + SLA dashboard (real-time uptime per region).
New run-rate: $210K/month (16% reduction = $40K/month savings)
SLA dashboard deployed (99.99%+ uptime visibility, automated customer reporting)
Retainer: $15K/month (ROI: 2.6x in month 1, ongoing)
Investor benefit: "Cost-optimized 5G infrastructure, proven uptime compliance"
5G cost optimization + SLA compliance. Multi-region analysis included.
Reduce simulation and fab costs 15–25% while maintaining SLA compliance. High-value chip design infrastructure.
Cut cost-per-transaction while maintaining SOX/PCI-DSS compliance. Essential for payment processors and neobanks.
Cut burn rate without slowing innovation. Energy and battery companies extend runway through managed FinOps.
Audit-ready infrastructure for genomics and clinical trials. Compliance + cost optimization for regulated innovation.