AI Operations
Clarity Audit
A structured diagnostic of your AI and automation stack — identifying drift, risk, missing control, and the exact priority order for what to fix next. Delivered in five business days.
"We assess how your business is currently using AI and automation, identify the mess, risks, and missing structure, and give you a clear plan for what to fix, control, and build next."
The problem we solve
Most AI stacks grow
faster than they are controlled
You add tools because they work. Workflows multiply. Nobody documents anything. Then one day something breaks — or costs three times what it should — and nobody knows why.
"We're using AI, but it feels chaotic."
Tools were added reactively. Workflows were built to solve immediate problems. There's no map, no owner, and no way to know what's actually running reliably versus what's held together by hope.
"I don't fully trust our workflows."
Automations run but you can't explain exactly what they do. There's no preflight check, no rollback, no acceptance condition. Every time something changes you're not sure if it will still work.
"Something broke and nobody knew why."
No alerting. No audit trail. No failure registry. When something went wrong the first question — "what changed?" — took a week to answer. And the same thing could happen again tomorrow.
"We keep adding tools without structure."
Tool sprawl is real. Overlapping capabilities, duplicate subscriptions, unclear ownership. Nobody knows the actual cost of the AI stack, and nobody has authority to simplify it.
"The cost of not knowing what's in your AI stack is not zero. It compounds — invisibly — until a failure, a bill, or an audit makes it visible." — Alcoden Method, Control Bundle v2.6
How the audit works
Structured intake.
Systematic analysis. Clear output.
The Clarity Audit follows a defined four-stage process. Every engagement runs the same method — so every finding is evidence-backed, not impressionistic.
Structured submission
You complete a structured intake covering your full AI and automation stack, workflows, pain points, goals, trust concerns, and current controls. Takes 20–30 minutes.
Seven-dimension analysis
Alcoden runs your intake through the AIGOV tool stack — scoring maturity, clarity, control, drift, reporting, readiness, and risk against defined rules, not gut feeling.
Evidence-backed findings
Every finding is classified by type (workflow ambiguity, control gap, tool sprawl, etc.), severity, and evidence reference. Nothing is included that isn't supported by your intake.
Delivered report + next step
You receive the full written report, priority matrix, and a specific next-step recommendation. Not a menu — a recommendation. With a named path, product, and price.
The AIGOV tooling advantage
What systematic analysis
actually finds
The Clarity Audit is powered by the Alcoden AIGOV tool stack — eight named analytical components that surface what a manual checklist cannot.
Detects workflow inconsistency, undocumented changes, and behavioural drift that erodes trust and creates hidden operational risk over time.
Identifies absent controls, reporting gaps, ownership voids, and undefined boundaries in the current AI and automation stack.
Classifies each tool and workflow against a policy tier framework — surfacing unbounded, unchecked, or policy-violating usage.
Checks whether required preconditions — environment, access, dependencies — are actually in place before any rollout or change begins.
Identifies where tools are operating outside defined usage boundaries or without appropriate human oversight and approval gates.
Surfaces cost inefficiency, tool sprawl, and unbounded spend across the AI and automation stack — including duplication and unused capacity.
Maps findings to observable facts — ensuring every claim in the audit report is backed by intake evidence, not assumption.
Tests whether current workflows conform to stated policies and intended design — finds the gap between what you meant to build and what actually runs.
Why this matters: A consultant without systematic tooling produces an opinion. The AIGOV tool stack produces a classified, evidence-backed finding set — with severity ratings, missing-structure detection, and route logic that a human reviewing notes cannot consistently replicate across engagements. This is why Alcoden audits are repeatable and defensible. The tools are Alcoden's primary differentiation from the broader AI consulting market.
What you receive
Every deliverable.
No vague recommendations.
The Clarity Audit produces a specific, structured package. Not a deck. Not a summary. A complete AI operations diagnostic with every section named and defined before you begin.
-
01
AI Operations Current-State Map Tools, workflows, owners, dependencies, and boundaries — as they actually are, not how they should be.
-
02
Mess / Risk / Drift Findings Summary Every identified inconsistency, uncontrolled change, and hidden risk — classified by type and severity.
-
03
Missing Structure Report What governance, controls, reporting, and ownership structures are absent from the current stack.
-
04
Priority Matrix — Now / Next / Later / Not Yet Every finding ranked by severity, urgency, and dependency — with rationale for every bucket assignment.
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05
Control & Rollout Recommendations Specific recommended actions per finding class — not generic best practices.
-
06
Executive Summary A concise top-level narrative written for the decision-maker — with the three most important actions stated clearly.
-
07
Recommended Next Offer Path A specific recommendation — Sprint, Retainer, Kits, or no next step — with rationale and price.
-
08
Environment + Contract Truth Map Deep Audit only — a formal map of host, path, dependency, and integration contract reality.
-
+
Optional: 60-min live review call A structured walkthrough of findings and next steps with your team.
The delivery process
Intake form completed
Structured form covering 8 required input areas. Takes 20–30 minutes. Clock starts on submission.
Analysis — days 1–4
AIGOV scoring, finding classification, priority matrix generation, recommendations drafting.
Report delivered — day 5
Full written report, scoring summary, priority matrix, and next-step recommendation delivered.
Review call (optional)
60-minute live walkthrough of findings, priorities, and the recommended next step.
Explicit scope boundary
The Clarity Audit is a diagnostic. It is not an implementation project, custom software development, legal advice, or a compliance programme. Findings are specific to your stack as described in the intake. Deliverables are listed above — nothing else is implied.
Who this is for
Built for founder-led businesses
that have outgrown improvised AI
The Clarity Audit is most valuable when AI and automation are already running in your business — and the gap between what you know and what's actually happening is growing.
Founder-led SMB with AI in production
- "We're using AI but it still feels chaotic."
- "I don't fully trust our workflows."
- "We keep adding tools without any real structure."
- "Something broke last week and I didn't know why."
Ops lead or fractional COO handed the AI problem
- "I need to report upward on our AI stack."
- "I need a process, not another freelancer."
- "My CEO asked me to get AI under control."
- "We need governance without enterprise overhead."
Professional services firm with AI compliance exposure
- "We need to prove to auditors our AI is controlled."
- "Our clients are asking about our AI governance."
- "We need documentation, not just confidence."
Transparent, fixed pricing
No hourly billing.
No scope surprises.
Both tiers are fixed price. You know what you're getting, and what you're paying, before you start.
- Structured intake + AIGOV analysis
- AI Operations Current-State Map
- Drift & Risk Findings Summary
- Missing Structure Report
- Priority Matrix (Now / Next / Later / Not Yet)
- Control & Rollout Recommendations
- Executive Summary + Recommended Next Step
- Environment + Contract Truth Map
- 30/60/90-day action plan
- Everything in Starter Audit
- All 7 AIGOV dimensions at full depth
- Environment + Contract Truth Map
- Launch Blocker Snapshot (Real / Partial / Seeded / Missing)
- 30/60/90-day action plan for implementation sequencing
- Live 60-minute review call included
- Compliance-ready framing available on request
Both tiers include a written recommendation for next steps — Sprint, Retainer, Kits, or none. No upsell pressure. Just a clear recommendation based on what the audit actually finds.
How we compare
Not another AI checklist.
Not another consultant opinion.
| What you need from an AI audit | Generic checklist / template | Alcoden Clarity Audit | Senior AI consultant ($300/hr) |
|---|---|---|---|
| Evidence-backed findings (not just opinions) | ✕ | ✓ | Sometimes |
| Systematic tooling (not ad-hoc review) | ✕ | ✓ AIGOV stack | ✕ |
| Consistent scoring across engagements | ✕ | ✓ | ✕ |
| Fixed price, no hourly billing | ✓ low | ✓ $2,500–$4,500 | ✕ $3,000–$15,000+ |
| Specific next-step recommendation with a named product and price | ✕ | ✓ | Rarely |
| Delivery in under 10 business days | ✓ | ✓ 5–10 days | ✕ |
| Built for founder-led SMBs (not enterprises) | Generic | ✓ | Usually not |
| Commissioning-grade methodology | ✕ | ✓ Control Bundle v2.6 | Rarely |
Get clarity on your
AI operations in five days.
Complete the intake form and receive your full Alcoden AI Operations Clarity Audit within five business days. Fixed price. No hourly billing. No scope surprises.
Starter Audit — $2,500 fixed · Deep Audit — $4,500 fixed · 5–10 business day delivery