TECH TALK
Building stronger foundations
Organisations making meaningful progress are moving beyond fixing individual problems whenever they appear. Instead, they are adopting a more deliberate Data-First approach to designing and delivering change.
This means establishing clear ownership of critical information and ensuring accountability extends beyond IT teams. Standards need to be defined and applied consistently across business functions rather than recreated independently within individual departments.
Governance also needs to become part of everyday operations rather than an exercise conducted primarily for audits or major technology programmes.
Most importantly, organisations need to recognise that data readiness is not a one-off project with a fixed completion date. Information continually changes as businesses acquire customers, introduce products, enter markets, deploy applications and redesign processes. replaces. AI agents, automation and increasingly autonomous processes require organisations to trust not only the technology executing decisions but also the information informing those decisions.
Poor data that once required an employee to correct a spreadsheet could potentially affect thousands of automated actions.
The organisations best positioned for the coming decade will therefore be those capable of combining ambitious technology strategies with equally strong data foundations.
Reliable, well-governed and business-ready information may attract less attention than the latest AI breakthrough, but it remains one of the most important foundations of sustainable business performance.
The value of good data may remain difficult to isolate on a balance sheet. Its absence, however, can be measured in wasted hours, delayed decisions, additional project costs, increased risk and technology investments that fail to deliver their expected returns.
As AI accelerates the pace at which organisations operate, those hidden costs will become increasingly difficult to absorb – and impossible to ignore. •
Maintaining business-ready data is therefore an ongoing organisational capability.
The benefits extend considerably beyond reporting. Stronger data foundations can enable faster decisions, smoother transformations and greater confidence in automation.
They can also reduce the amount of employee time consumed by activities that exist purely because information cannot be trusted.
A strategic question for leaders
The question for executives is no longer whether their organisation has data problems. Virtually every business does. The more important question is what those problems are costing.
Once organisations start considering the combined impact of rework, delayed transformation, slower decisions, compliance exposure and missed opportunities, the conversation changes.
Data readiness stops being viewed primarily as a technical concern and becomes a business performance issue.
That shift matters because the next generation of enterprise technology will place greater demands on information than the systems it
Five signs poor data is costing the business
Employees repeatedly verify reports
When staff routinely check information before using it, the organisation is paying a productivity penalty for a lack of confidence in its data.
Teams maintain parallel spreadsheets
Employees creating their own versions of corporate information can indicate that official systems are not regarded as sufficiently dependable for everyday work.
Transformation projects require unexpected remediation
Repeated data cleansing and correction during technology deployments can indicate that data preparation is being addressed too late in the transformation process.
Decisions are delayed while figures are reconciled
When executives cannot immediately establish which information is accurate, conflicting data becomes a direct obstacle to faster decision-making.
AI pilots deliver inconsistent results
Unexpected or unreliable AI outcomes may not indicate a weakness in the technology itself. Poor data quality, missing context or inadequate governance could be limiting performance. www. intelligentcio. com
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