FinTech
Challenge
Spikes crashed monolith
Audit → micro‑front proxy + cache → p99 –62 %, 0 outages

Find the bottlenecks, blast‑radius risks, and hidden costs before users do.
$5.6 K / min
Median cost of enterprise downtime — $336 K per hour
Gartner
$4.88 M
Average cost of a data breach 2024
IBM - United States Axios
40 % IT budget
Technical debt & legacy drag consume up to 40 % of spend
IDC CIO Poll
5 % rules → 80 % alerts
A tiny set of risky cloud configs drives most incidents
Palo Alto Networks
70 % programs stall
Digital transformations slowed by architecture complexity
McKinsey DX Survey
100× cheaper
Fix issues in design vs. production outage
IBM Systems Study
Full‑stack scans: infra, code, data, security.
Hard numbers on wasteful spend (idle infra, chattiness).
Identify single‑points‑of‑failure & misconfig before breach.
p95 latency, SLO gaps, noisy‑neighbor impact.
Evidence package for SOC 2, PCI, HIPAA.
30‑day, 90‑day, 1‑year remediation playbook.
auto‑discover services, data flows, blast radius
load, fail‑over, game‑days, chaos monkey
IAM, secrets, least‑privilege, OWASP, IaC scans
latency heat‑maps, N+1, memory leaks, query plans
rightsizing, idle‑CPU, storage tiering, reservation plans
code complexity, deprecated libs, DORA metrics
Challenge
Spikes crashed monolith
Audit → micro‑front proxy + cache → p99 –62 %, 0 outages
Challenge
$200 K hr AWS bill
Rightsize & spot‑fleet plan → cost ‑37 % YoY
Challenge
SOC 2 renewal risk
Secrets vault & IAM cleanup → audit passed, breach insurance ‑12 %
core banking resilience, dual‑region fail‑over
batch window bottlenecks, mainframe data offload
PHI encryption gaps, HIPAA logging coverage
Black‑Friday load forecasting, CDN tuning
origin offload, edge cache ratio audits
IoT message loss, OPC‑UA security review
SCADA network segmentation, OT‑IT bridge
route‑planning compute spikes, geofence DB hotspots
fare cache consistency, GDS fail‑over
legacy mainframe API façade stress tests
state‑sync latency, shard scaling, anti‑cheat
tenant isolation, noisy‑neighbor SLOs
Depend‑Graph Engine eBPF + OpenTelemetry auto‑maps live traffic
Chaos Toolbox Gremlin, Litmus, AWS FIS scripted scenarios
Cost Lens rightsizing & savings report via CloudZero & Infracost
Security Sweep Trivy, tfsec, IAM Access Analyzer bundled scan
Heap‑dump & flame‑graph files for each performance hotspot
SLO dashboards (Grafana/Loki) delivered to execs
CVSS‑scored vuln list with fix PR links
Cost‑to‑save tables (CapEx/OpEx) prioritized by ROI
Grafana, Prometheus, Jaeger
k6, Gremlin, AWS FIS
Trivy, tfsec, Checkov, OPA
Infracost, CloudZero, AWS Cost Explorer
Architecture Guild — principal engineers dissect every new cloud pattern (eBPF mesh, zonal‑shift, EKS blue‑green) and update audit checklists weekly.
Chaos Lab — monthly game‑day where we unleash new fault‑injection scripts (latency, packet loss, IAM deny) on sandbox stacks before clients see them.
Node/Python/.NET/Rust tracer agents
AWS Well‑Architected, Azure CAF, Google WAR
Terraform, Pulumi, CloudFormation with OPA policy packs
SLO/SLI models, DORA metrics, RED/Four‑Golden‑Signals
Downtime, data loss, runaway spend—find them first, fix them fast.
Book a 30‑minute architecture audit consult and get an actionable blueprint in weeks.