Back to main

The Nexus

From working model to bullet-proof production. LLMOps, autoscaling, cost-guardrails, security & 24 × 7 monitoring—one turnkey package.

Cloud-Native Deploy

  • Multi-region active-active (starter = single-region)
  • Blue-green & canary releases
  • GPU / CPU autoscaling
  • Infrastructure-as-Code (TF/Pulumi)
  • CDN + WAF edge protection
  • IP allow-list & private-link ingress
  • DDoS shield (L7 scrubbing, 10 s mitigation)

Security & Compliance

  • End-to-end encryption (TLS 1.3)
  • VPC, IAM, RBAC lock-down
  • SOC-2 / HIPAA attestation pack + CREST pen-test
  • SIEM log shipping (Splunk / Datadog)
  • Secret rotation via Vault / GSM (30 d TTL)

Observability 360°

  • Latency, throughput, error-rate SLIs
  • Token-cost & spend-limit alerts
  • Model-drift & quality dashboards
  • 24 × 7 on-call rotation (Scale + Enterprise)
  • SLO burn-rate alerts (PagerDuty, 5 min page)
  • Error-budget auto-freeze: 90 % consumed → traffic blocked

Cost Guardrails

  • Usage quotas & budget hard-caps
  • Smart caching (Redis / CDN)
  • Spot-instance + quantization savings
  • Fin-Ops anomaly detection
  • Team-level charge-back / show-back dashboards
  • Committed-use discount automation
  • Real-time cost anomaly ML detector (± 15 % spike)

Delivery Roadmap

Outcome-driven, risk-gated, feedback-rich: a living 10-week production journey.

Foundation

100 %
  • Prod-grade IaC baseline (Terraform / Pulumi) with modular, reusable components
  • Multi-account / VPC landing-zone with security guard-rails and automated compliance checks
  • Cost & compliance baselines (budget tags, audit trail, Fin-Ops anomaly detector)
  • Lean canvas validated: problem, solution, metrics, personas signed-off by stakeholders

Hardening

75 %
  • Blue-green & canary pipelines with automated rollback and SLA-based promotion gates
  • Monitoring stack (Prometheus, Grafana, Loki, Alertmanager) + SLO burn-rate alerts
  • Chaos & load tests (500 CCU, p95 ≤ 1.2 s, error ≤ 0.5 %) – Game-Days every Friday
  • Security chaos: automated penetration tests, secret-leak simulation, credential rotation

Observability

60 %
  • Token-budget & model-drift dashboards with anomaly ML detector (± 15 % spike)
  • Blame-less incident reviews, run-books auto-generated from Post-Mortems
  • Error-budget auto-freeze: 90 % consumed → traffic blocked, exec alert fired
  • Continuous-feedback demos every Tuesday; backlog re-prioritised within 24 h

Go-Live

30 %
  • Starter tier: Week 4 – security sign-off + knowledge-transfer session recorded
  • Scale tier: Week 6 – committed-use discounts auto-applied, Fin-Ops hand-off
  • Enterprise tier: Week 8-10 – custom SLA, white-glove support, exit architecture review
  • Retro & next-horizon workshop: roadmap evolves, tech-debt budget locked

Ready to go live?

I deliver one Nexus package per month—reserve your slot.

Book a scoping call

Request a tiered quote

Fill in the basics and I’ll email you a one-page SOW + calendar link within 24 h.