Deploy Infrastructure Audit
A four-to-six-week architectural review for engineering organizations whose deploys cost more than they should.
After you book, I will email the Zoom link to the address you use. Not ready to pick a time? Send a few lines about your situation and I will reply personally.
When this is the right engagement
Your team is shipping. Your platform is “mostly working.” Your dashboards are mostly green. And yet:
- Senior engineers spend hours per week firefighting deploys that should be frictionless
- Production incidents traced back to "we should have caught this in staging" are recurring
- The same class of failure produces different symptoms each time it appears
- Nobody on your team can confidently map which environments share which substrate
- You've done the math (or you suspect what the math would say) and the cost is past where you can absorb it inside normal sprint cadence
If three or more of those describe your organization, this engagement is calibrated for you.
What the audit produces
Three deliverables, plus a 90-minute executive readout.
1. Current-state map
A visual and written document of your deploy infrastructure as it actually exists — hosts, networks, daemons, registries, cache substrates, environment variable scoping, deploy timing patterns. Many engineering organizations do not maintain a single reconciled view of these dependencies. The map is designed to close a common gap: the CTO's mental model, the engineering team's mental model, and the actual configuration are often three different things, and nobody has reconciled them.
2. Prioritized risk register
Every compound state issue I find, ranked by likelihood × blast radius. Some are urgent. Most are not. The ones that are not are still in the register, because they will become urgent and your team will be firefighting them at 2am if you don't sequence them earlier. The register is built for ongoing reference, not as a one-time deliverable.
3. Intervention sequence with cost-benefit per item
Written in the language a CFO can read. This is the document you take into a budget conversation when you need to justify infrastructure investment that your company has been deferring. Each intervention has projected cost, projected savings (in the four cost categories: direct hours, opportunity, attrition risk, deferred capability), and a sequencing recommendation.
The 90-minute executive readout walks your senior leadership through all three deliverables and answers questions live. This is included; not a separate engagement.
How the engagement runs
Week 1
Kickoff, access provisioning, and initial interviews with senior engineers and the platform/SRE team. I want the people doing the firefighting to tell me what hurts before I read any logs.
Weeks 2-3
Configuration audit across all your environments, log review of the last 90 days of deploys (every failure, every retry, every silent timeout), deeper interviews with engineering leadership.
Week 4
Synthesis. Draft of the current-state map and risk register goes to your team for fact-checking. This isn't optional — the deliverables need to be accurate before they're useful, and your team will catch things I miss.
Weeks 5-6
(For 6-week engagements.) Intervention sequence drafting, executive readout preparation, final document refinement based on stakeholder feedback. For 4-week engagements this work happens in compressed form within Week 4.
Investment
$55,000–$75,000
Fixed-fee, scope-dependent.
The range reflects engineering organization size and environmental complexity. Smaller teams (15–40 engineers, three environments, single cloud provider) anchor at the lower end. Larger or more complex setups (50+ engineers, multi-region, hybrid cloud, multiple deploy platforms) anchor higher.
Engagement length within the four-to-six-week range is determined during the scoping call based on scope.
Contract, fractional and advisory engagements are separate commercial structures and are priced independently.
What’s not included
- Implementation of the intervention sequence. The audit produces the prioritized backlog. Your team can execute it directly. Executive AI architecture and governance advisory is available at $400/hour for short, high-leverage engagements and post-audit decision support. Longer contract, implementation and fractional engagements are scoped and priced separately, including a fractional CTO retainer ($14,000–$28,000/month, scope-dependent). This is a deliberate split: the audit needs to be honest about your situation, and that honesty is harder to maintain when the same provider is selling you the implementation work.
- Code review, security audit, or product roadmap work. These are different engagements with different methodologies. If you need them, I can refer you to specialists.
Who this is for
- Engineering organizations with 15–200 engineers
- Multi-environment deploy pipelines (you have at least QA, staging, and production, or their equivalents)
- Container-based deploys running on platforms like Coolify, Kubernetes, ECS, or comparable
- CTOs, VPs of Engineering, or platform leadership with budget authority for an engagement at this scale and the organizational standing to execute on the recommendations
This is not the right engagement for solo founders with one service, organizations deploying once a quarter, or companies that already know exactly what’s wrong and need execution help rather than diagnosis. If that’s you, get in touch anyway and I’ll point you in a more useful direction.
About me
I spent eighteen years at IBM as Senior Managing Consultant and Enterprise Architect, advising Fortune 500 engineering organizations on platform and infrastructure architecture. I lead AIToken Labs and advise organizations on enterprise AI, cloud architecture and the infrastructure required to operate business-critical systems reliably. This audit focuses specifically on the kind of compound infrastructure debt that doesn’t show up on dashboards but shows up on engineering org charts as attrition, missed roadmaps, and recurring 2am sessions. The audit methodology is built from two decades of enterprise architecture work and seeing the same patterns repeat across companies that are otherwise nothing alike.
Next step
The audit starts with a 30-minute scoping call. Its purpose is to confirm that your situation fits the engagement, understand your environments and recurring deployment problems, and determine the appropriate scope within the four-to-six-week range so that a fixed-fee proposal can be prepared.
You do not need to provide system access, credentials or detailed confidential information for this initial conversation.
The booking reserves your time. I will email the Zoom link separately to the address used for the reservation.
Prefer to start in writing? The email button opens a note to kayode@anthonyodole.com with a short outline to fill in: your engineering organization, the environments and platform you run, how often you deploy, and the recurring problem you are seeing. I reply personally and suggest a time from there.
Frequently asked
- How is this different from a typical engagement with a Big Four consulting firm?
- Three differences. First, scope: this audit is one specific deliverable, not the open-ended scope expansion typical of larger firms. Second, who actually does the work: an audit at a Big Four firm is staffed by a team in which the senior person you met during the sales process is rarely the person reading your logs. I do the work I'm hired for. Third, timeline: four to six weeks, fixed fee. Not three months and an hourly bill that grows.
- We had an architecture review done by another firm eighteen months ago. Why would we need another?
- The methodology of this audit focuses specifically on compound state in deploy infrastructure — orphan containers, cache contention, environment variable scoping, the specific pathologies that produce the symptoms described in the article series. Most general architecture reviews don't go to this level of operational specificity. If your prior review covered this ground, send me the executive summary before the scoping call and we'll determine whether there's incremental value in re-engaging.
- Can you do the implementation work after the audit?
- Yes, but as a separate engagement. The audit price is fixed; implementation is hourly or retainer. Some organizations prefer to keep these separate (independent diagnosis, internal execution). Others prefer the continuity of the same person doing both. Both work; the scoping call is the right place to discuss implementation options.
- Our company is smaller than the 15-engineer floor. Should I still reach out?
- The 15-engineer floor is about engagement economics, not whether you have problems worth solving. If you're below that and your deploy infrastructure is genuinely producing the cost patterns described in these articles, get in touch — I may be able to refer you to a smaller-scope engagement format or a colleague who specializes in earlier-stage organizations.
- How do you handle confidentiality?
- NDA before the scoping call if you want one; mutual NDA standard before any engagement. The audit deliverables are yours and remain yours. The patterns described in my writing are generalized technical patterns and clearly identified illustrative examples. Client-specific information and identifiable operational data are not published.
Want more context before booking? Read the article series →