Food manufacturers remain short of full digital safety integration

Food Safety Tech Research has found that only 3.4% of food manufacturers in its inaugural digital maturity benchmark have reached full integration across their food safety operations.

The study surveyed 290 qualified food manufacturing companies using a five stage maturity model that combines self assessment with evidence of technology adoption and performance. Initial results show most respondents occupying the middle stages rather than operating either entirely manual systems or fully connected digital environments.

Food Safety Tech Research says performance improved consistently as digital maturity increased across every food safety objective included in the benchmark. Measures included corrective and preventive action cycle times and audit readiness, linking digital adoption with operating outcomes rather than counting software installations alone.

Organisations further along the maturity curve were also 2.6 times more likely to report strong and quantified return on investment. The finding does not establish that technology alone caused the improvement, but it shows a measurable relationship between more developed digital systems and the ability to demonstrate operational value.

Replacing paper records with electronic forms creates searchable data, but that step alone does not connect information between quality systems, production equipment, laboratory records, supplier controls and corrective actions.

A more mature environment depends on information moving between those functions without repeated manual transcription. When inspection results, deviations and corrective actions are linked, a manufacturer can trace an issue from initial detection through investigation, action and closure while retaining the evidence needed for internal review or external audit.

Fragmented systems make that harder. A quality team may hold one set of records, production another and maintenance a third, leaving staff to reconcile information when an incident occurs. The weakness is often not that data is absent but that finding and connecting it consumes time when a rapid response is required.

Corrective and preventive action processes rely on an organisation moving from identifying a failure to understanding its cause, assigning action and checking whether that action was effective. Digital tools can support that workflow when the underlying records are sufficiently connected to show what happened before and after an intervention.

Audit readiness presents a similar challenge. Food manufacturers have to demonstrate that procedures were followed and controls remained effective, which means evidence must be accessible as well as recorded. Digitising an isolated form removes paper but can still leave staff assembling information from multiple systems when an auditor requests a complete chain of evidence.

The small proportion reaching the benchmark’s highest stage suggests that full integration remains considerably less common than the availability of digital food safety products might imply. Manufacturers may have deployed software in individual functions while still relying on manual handovers between them.

Food Safety Tech Research designed the benchmark to distinguish those stages rather than treat adoption as a binary question. A plant with electronic records but little system integration faces different priorities from one already connecting operational and quality data across the factory.

The return on investment finding also raises the question of where financial value is created. Reduced paperwork can save administrative time, while larger gains may come from faster investigation, shorter corrective action cycles, fewer repeated deviations and less disruption when evidence has to be assembled for audits or customer requests.

Implementation still determines whether those gains appear. Poorly structured digital systems can reproduce the same fragmented workflows on screen, while excessive data collection can increase work without improving decisions.

The initial benchmark does not disclose all of the underlying distributions or detailed performance figures. Food Safety Tech Research plans to present the full findings, together with dedicated analyses of return on investment and artificial intelligence adoption, at the Food Safety Consortium in Washington from 21 to 23 October.

Even at the initial results stage, the 3.4% figure points to a substantial integration gap. Manufacturers have increasingly digitised individual food safety tasks, but relatively few have reached the point where those systems operate as a connected environment across the wider safety process.