Alcoden
AI Oversight &
Optimization
Retainer
Monthly visibility into what changed, what worked, what drifted, and what needs attention — delivered as a structured written report with specific recommendations every governance cycle.
"Governance that moves with your operation. Every month. Without exception."
The problem we solve
Most AI stacks run.
Nobody watches them.
After the build is done, the team disperses. The workflows run. Nobody reviews them. Drift accumulates — invisibly — until something breaks, costs spike, or a regulator asks a question nobody can answer.
"We have AI workflows but I don't know what's actually happening month to month."
The stack works — you think. Nobody has reviewed actual outputs, cost trajectory, or change history in months. You're operating blind and calling it stable.
"Our automation broke and we had no warning."
No drift detection. No review cadence. The failure was discovered when a client complained, not when a monitoring system flagged it. The same thing could happen again tomorrow.
"A vendor updated their API and three workflows broke silently."
Without a Tool & Vendor Watch Log and monthly review, vendor changes become discovered failures. By the time you know, the damage is done and the documentation doesn't exist.
"No one is watching our AI stack."
The build team is gone. Documentation is incomplete. The original implementation logic lives in one person's memory who is no longer with the company. The stack runs on institutional knowledge that doesn't exist anymore.
"Drift is not a dramatic event. It is a series of small, unreviewed changes that compound silently until they become a visible problem. The Retainer is what catches them before that happens." — Alcoden Control Method, Oversight & Optimization Standard
Two ways to start
Post-Sprint entry
or direct — no audit required.
The Retainer has two distinct entry paths. You do not need to complete an Audit or Sprint first. Your first 90-day founding cycle establishes the baseline regardless of entry point.
Natural next step after a service engagement
Most Retainer clients arrive here after completing the Clarity Audit or a Controlled Rollout Sprint. The Audit identified the gaps. The Sprint fixed them. The Retainer watches what was built and catches what drifts next.
The Sprint + Founding Retainer Cycle — the Alcoden Controlled Launch Package — combines both into a single agreement at $8,000–$11,000.
Stack already running — baseline established in Month 1
Your AI workflows are running but nobody is watching them. You do not need a prior Alcoden engagement to start the Retainer. Complete the Retainer Baseline Form — a lightweight intake that gives Alcoden enough context to score Month 1.
Your first founding cycle establishes the baseline. The Retainer becomes the audit over time. Your operation gets governed from Month 1, not after a lengthy setup.
What you receive every month
Ten deliverables.
Every cycle.
The Retainer produces a structured monthly governance package — not a status update, not a summary email. A written oversight report with specific findings, a standing vendor intelligence log, and a review call your leadership can act on.
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01
Monthly AI Operations Oversight ReportThe primary monthly deliverable — structured, written, evidence-based, scored against the AIGOV framework
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02
Change / Drift / Risk Findings SummaryWhat changed, what drifted, what is risky — classified by severity across all active tools and workflows
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03
What Worked / What Failed / What Needs ReviewHonest operational assessment — not curated for comfort. Candid findings your team can act on
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04
Tool & Vendor Watch LogStanding monthly artifact tracking developments across all active AI tools and vendors — version updates, pricing changes, policy shifts, contract renewals
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05
Cost / Tool Sprawl / Efficiency ObservationsMonthly spend analysis, redundant tool flags, usage pattern review, and efficiency gap identification
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06
Optimization Recommendations & Priority ListRanked list of governance improvements and operational optimizations — sequenced by risk and impact, not urgency theater
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07
Executive Summary for Decision-MakersBoard-ready one-page distillation — composite score, critical flags, priority actions. Investor-ready. Regulator-ready
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08
Monthly Scheduled Review CallReport delivered 48 hours before the call. The call is for decisions — not for reading a document you haven't seen. Async closeout note available as an alternative
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09
Escalation Recommendation into SprintFormal escalation signal when findings require a build engagement — not just oversight. The Retainer continues alongside the Sprint; it does not pause
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Q
[Optional — Quarterly] Trend Summary & Roadmap RefreshEvery three months: governance trajectory across the quarter, trend patterns in drift and risk, and a refreshed 90-day roadmap for the next cycle
Report delivered — 48 hours before call
Full written oversight report delivered ahead of the review call. You arrive having read the findings. No time wasted on summaries.
Monthly review call
Scheduled call focused on decisions and analysis. Emergency calls included for critical events — cost spikes, system failures, 3+ critical flags, compliance events.
Tool & Vendor Watch Log updated
Standing artifact refreshed with every development across active tools and vendors. The intelligence layer most organizations never build.
Escalation decision
If findings require implementation work, a Sprint is formally recommended. The Retainer continues alongside — it does not pause for a Sprint.
Next cycle begins
Findings from this cycle become the baseline for next month's comparison. Governance intelligence compounds with every cycle.
Scope boundary
The Retainer is an oversight and optimization service. It does not include implementation, build work, or software configuration. When findings require implementation, that is scoped as a separate Sprint engagement.
The founding cycle
Governance operates
in 90-day cycles.
The first three months establish your governance baseline, stabilize your operation, and produce the evidence foundation every subsequent cycle builds on. After the founding cycle, the retainer continues month to month.
Baseline scored and governance initiated
Baseline scored from the Retainer Baseline Form. First full oversight report produced. Initial drift scan completed. Tool & Vendor Watch Log initiated from Day 1. Governance posture established regardless of prior engagement history.
First comparison. Patterns begin to surface.
First direct comparison against the Month 1 baseline. Drift patterns emerge. Optimization recommendations are refined based on actual observations rather than intake estimates. The governance picture sharpens significantly.
Founding cycle closes. Roadmap refreshed.
Quarterly trend summary produced. 90-day roadmap refreshed for the next cycle. The founding cycle closes with a governance operation that is documented, scored, and running — not aspirational. Month-to-month continuation from Month 4 onward.
After the founding cycle, the retainer continues month to month — no further minimum commitment. Cancel with 30 days notice. Most clients stay because monthly governance intelligence compounds in value over time — each cycle is more useful than the last.
Call structure
Report first.
Decisions, not summaries.
Every monthly report is delivered 48 hours before your scheduled call. You arrive having read the findings. The call is analytical — for decisions, not for Alcoden to walk you through a document you haven't seen.
Three call types.
One clear protocol.
The report-first-call-follows structure is not a preference — it is the protocol. It produces better calls, faster decisions, and a more useful record. Emergency calls exist for situations that cannot wait for the monthly cycle.
In months where a live call is not needed, a structured async closeout note covers the same ground in written form — findings summary, decisions required, and next-cycle priorities.
Scheduled Review Call
One scheduled call per month, delivered after the report. Focused on analysis and decisions. Async closeout note available as an alternative in months where a live call is not required.
Emergency Escalation Call
Triggered by: 3+ critical flags in a single cycle, unexpected cost spike, system or workflow failure, compliance event, or vendor incident requiring immediate governance response. Cannot wait for the monthly cycle.
Async Closeout Note
In months where a live call is not required, Alcoden delivers a structured written closeout note — findings summary, decisions required, next-cycle priorities. Full documentation maintained. No scheduling overhead.
When oversight
becomes a Sprint.
The Retainer watches and reports. When findings require implementation — a rebuild, a fix, a new integration, a governance structure that needs to be built from scratch — the Retainer escalates into a Controlled Rollout Sprint. These are separate products. The Retainer continues alongside the Sprint; it does not pause.
- A critical workflow failure requires structural rebuild — not just a settings change
- Drift has compounded to the point where a report cannot fix it — a Sprint can
- A new workflow needs to be commissioned under controlled governance conditions
- Vendor or API changes have broken a workflow beyond patch-level repair
- Cost exposure requires immediate operational restructuring, not monitoring
- The escalation threshold score crosses the defined threshold for two consecutive months
Alcoden Controlled Rollout Sprint — ALC-P2
When the Retainer identifies a build gap, the Sprint scopes and resolves it. The Retainer then watches what was built. This is the natural recurring loop of controlled AI operations — oversight identifies, Sprint fixes, oversight watches.
Retainer clients receive a streamlined Sprint re-scoping process — no new onboarding required.
View Sprint details →Who this is for
For operations that need
ongoing governance — not a one-time fix.
The Retainer is most valuable when AI workflows are running in production and no one with the right expertise is watching them on a structured, recurring basis.
Founder-led SMB that completed the Audit or Sprint
- "We have AI workflows but I don't know what's actually happening month to month."
- "We need visibility, not surprise changes or vendor drift."
- "I want someone watching this after we built it — with a written record every month."
Post-build owner — stack running, no one watching
- "No one is watching our AI stack."
- "Our automation broke and we had no warning."
- "The person who built it has left — we don't fully know how it works anymore."
Solo operator or agency needing recurring stack review
- "I want to know what is working, drifting, or costing too much — every month."
- "I manage AI for clients — I need the same structured oversight for my own stack."
- "I want documentation and accountability without overbuilding internal process."
Transparent, fixed pricing
Recurring oversight.
No surprises.
Two tiers depending on the complexity and volume of your AI operation. Both begin with a 90-day founding cycle. Month-to-month after that.
- Monthly AI Operations Oversight Report
- Change / Drift / Risk Findings Summary
- What worked / failed / needs review
- Tool & Vendor Watch Log
- Cost and tool efficiency observations
- Optimization recommendations and priority list
- Executive summary for decision-makers
- Monthly scheduled review call
- Emergency escalation calls (up to 2/month)
- Escalation recommendation into Sprint
- Quarterly trend summary (optional add-on)
- Everything in Standard Retainer
- Deeper drift and recurrence analysis
- Expanded optimization and improvement roadmap
- Quarterly trend summary and roadmap refresh included
- Higher-volume tool and vendor coverage
- Priority access to Sprint escalation scoping
The Controlled Launch Package — Sprint + Founding Retainer Cycle — is available from $8,000–$11,000 as a single agreement. Includes the Sprint plus 3 months of the Standard Retainer. Ask about bundle pricing at booking.
Sprint + Founding Retainer Cycle
The most complete path from your current state to a fully governed, continuously monitored AI operation. The Rollout Sprint builds the governance structure. The Founding Retainer Cycle — three months of oversight — keeps it controlled, measured, and improving. Clients who take this path emerge with the governance infrastructure they should have had from the beginning.
Sprint + 3-month Founding Retainer Cycle
One engagement. Complete governance.
How we compare
Not a status update.
Not a freelance check-in.
| What you need from ongoing oversight | Internal team monitoring | Alcoden Retainer | Freelance consultant (hourly) |
|---|---|---|---|
| Systematic drift detection every month | ✕ — rarely happens | ✓ Scored monthly | Sometimes |
| Tool & Vendor Watch Log — standing artifact | ✕ | ✓ Every cycle | ✕ |
| Written report with specific findings | ✕ | ✓ Every cycle | Extra charge |
| Cost and tool efficiency observations | Rarely | ✓ | Rarely |
| Emergency escalation calls included | ✕ | ✓ Up to 2/month | Hourly billing |
| Explicit escalation signal when Sprint is needed | ✕ | ✓ | ✕ |
| Fixed monthly price — no hourly billing | Salary cost | ✓ $1,200–$2,400 | ✕ Hourly |
| 90-day founding cycle — baseline from Day 1 | ✕ | ✓ All entry paths | ✕ |
Ongoing governance.
Every month.
Fixed price.
Complete the Retainer Baseline Form and your first monthly oversight report will be delivered within 30 days. No hourly billing, no scope surprises, no disappearing after the build. Governance that moves with your operation.
Standard — $1,200/mo · Complex Operations — $2,400/mo · 90-day founding cycle · Controlled Launch Package from $8,000