Critical Data Quality Recovery System

Outcome: A selected critical dataset is restored to an agreed fitness standard, its defects are traced to causes and controls are installed to prevent silent recurrence.

Who this is for: CFO, COO, data or technology leader after unreliable customer, product, provider, finance or operational data has disrupted reporting, service, billing or a major implementation.

Data governance and data quality

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

OctaFlow defines the business decisions at risk, profiles the affected data, classifies defects, traces representative failures and separates correctable records from unresolved judgement. The customer receives a recovery plan, quality thresholds, source-of-truth decision, remediation backlog, validation method and containment actions.

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

$3,500
Depth 2

The working method

OctaFlow installs defect rules, controlled remediation files, exception queues, ownership assignments, evidence capture, validation checks, correction approvals, root-cause records and a quality review pack. A bounded data population is taken through recovery.

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

$12,000A 25% deposit commences the work. The remaining 75% is payable on completion.
Depth 3

The full system

OctaFlow connects affected sources and downstream consumers to monitor the critical quality rules, quarantine selected defects, route human decisions and preserve the relationship between original record, correction and consequence.

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

$50,000A 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 the business impact, defect population and acceptance standard are agreed. The working method passes when the selected population meets that standard and exceptions have explicit owners. The full system passes when a new defect is detected before downstream use, corrected through control and retained as prevention evidence.

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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