AI System Lifecycle Cost and Exit Readiness

Outcome: The company can see the full cost and dependency structure of its AI systems, preserve the assets required for continuity and execute a controlled provider or model exit.

Who this is for: CIO, CTO, CFO or AI leader with production AI systems whose lifetime cost, replaceability and provider dependence are poorly understood.

AI system lifecycle economics

Buy as much help as the problem deserves.

Each depth is complete in itself: you can stop after any of them and still have your money's worth.

Depth 1

The answer

Using the source mechanic of parts, maintenance and replacement readiness, OctaFlow inventories each selected AI system's models, providers, data, prompts, instructions, evaluations, integrations, people, licences, usage costs and failure dependencies. The customer receives a lifecycle-cost model, dependency map, portability assessment, exit gaps, prioritised remediation and an executable exit plan.

Finished when your team can carry out the plan without us.

$3,000
Depth 2

The working method

OctaFlow installs an AI lifecycle product with system register, total-cost model, dependency ledger, asset and export inventory, portability standard, substitution tests, provider obligations, retirement checklist, recovery procedure and scheduled exit rehearsal.

Finished when your team runs it on real cases and it holds.

$9,000
Depth 3

The full system

OctaFlow builds a lifecycle and exit system across model gateways, repositories, observability, finance and service management. It monitors spend and dependency, preserves portable artefacts, runs controlled substitution tests, records exceptions and supports migration between approved providers.

Finished when it works under real conditions we agreed in advance.

$45,000A 25% deposit commences the work. The remaining 75% is payable on completion.

A person reads every order before work starts. If it is the wrong fit, we say so and refund it. Prices are in USD and Octaflow adds no VAT or sales tax.

Proof and ownership

The answer passes when lifetime cost and critical exit gaps are visible. The working method passes when one representative system can be reconstructed and substitution-tested from owned assets. The full system passes when cost, dependency and portability controls operate continuously and a rehearsal meets recovery criteria.

Commercial terms: Prices are in USD. OctaFlow adds no VAT, sales tax or other transaction tax. For any selected depth priced above $10,000, a 25% deposit is payable to commence and the remaining 75% is payable when the work is completed.

Standard exclusions: Travel, software licences, hosting, third-party data, external regulated opinions, major migration, custom applications and 24/7 support unless separately agreed.

Your business should get smarter every time it solves a problem. Even when we helped.

Five terms sit in every engagement, agreed before work starts. None of them can be traded out, at any depth, at any price.

training on your data never

Nothing you share with us teaches anyone else's system.

what we build for you yours

Files, rules, test cases and the record of what changed, in formats you can read.

model and provider swappable

Switch models, switch suppliers or step away from AI altogether. What we built still works.

decisions that matter your people

Automation does the carrying, never the choosing.

exit and handover day one

Handover, documentation and deletion of our access are agreed before we start.

For larger organisations
Work inside your perimeter or your cloud GDPR-aligned handling, agreed in writing Evidence an auditor can open Procurement-ready documentation Reference conversations on request

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