For teams running AI in production who want fewer 3 AM pages

Infra that ships agents, not pages.

AI workloads have different infra needs than traditional web apps: bigger token costs, longer-running jobs, more observability. We build infra that fits.

Engagements start at $12.5k. Pricing scales with infra complexity.

AI workloads are not normal web workloads. Token costs explode without rate limits. Background jobs run minutes, not milliseconds. Observability needs to capture prompts and completions, not just request times. We design and ship infra specifically for AI: cost-aware, latency-aware, debuggable.

What you get

Production-grade infra

Day 28

Stable + scalable

Cost dashboards

Day 24

Per-feature spend visibility

Observability platform

Day 24

Prompts + completions captured

Runbook for ops team

Day 28

Your team knows what to do at 3 AM

The 28-day breakdown

01 Inference

Days 1–3

Audit current infra. Where's the cost? Where's the latency? What's ungovernable today?

02 Compile

Days 4–7

Architecture artifact: hosting, caching, rate limiting, monitoring, cost budgets, alert thresholds.

03 Execute

Days 8–24

Provision + configure. IaC where it makes sense. Dashboards live by Day 20. Runbooks drafted by Day 24.

04 Deploy & Evolve

Days 25–28+

Cutover from old infra (if any). Train your team on the runbook. Handover.

Stack we use

VercelAWSCloudflareDatadog / GrafanaSentryOpenTelemetry

Ship in 28 days or the next sprint is on us.

Engagements start at $12.5k. Pricing scales with infra complexity.

FAQ

Do you support AWS / GCP / Azure?
AWS yes (most common). GCP yes for ML-heavy workloads. Azure case-by-case.
Can you set up SOC2-compliant infra?
Yes — for Enterprise AI Pilot engagements ($25k+). We document controls, evidence, and audit trail.
What about on-prem AI?
Yes — running open models on dedicated infra. Most common for healthcare and regulated industries.
Will you train our team on it?
Yes — runbook + walkthrough is part of every engagement. Optional ongoing knowledge transfer in retainer.

Ready to ship Cloud & DevOps?

Talk to us — 15 minutes, no pitch deck
Skygnosis

Building autonomous AI systems that work 24/7. We architect the digital future, one agent at a time.

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