Real data hurts. But the management that can face that pain is what keeps a company alive.

Article draft for web publishing | July 2026 | American English edition

If data no longer carries reality, management does not lead. It sells a story.

Two different inflation pictures were released today. TURKSTAT announced annual inflation for June at 32.11%. ENAG calculated the same period at 51.49%.

This is not just a data gap. It is a life gap.

The fracture is right here: we live according to ENAG inflation, but our income is shaped according to TURKSTAT inflation.

This does not only erode purchasing power. It erodes the sense of fairness. When people see a deep gap between the reality they live and the number they are given, they do not question only the data. They question the institution behind it.

From a management perspective, the issue is clear: when data loses trust, the ground under every decision shifts.

In companies, targets, costs, pricing, budgets, inventory, and cash flow are all managed through data. If the data does not carry reality, management may believe it is making the right decision while moving on the wrong ground.

At that point, the problem is no longer just a numerical gap. Bad data turns into bad targets, bad costs, bad inventory, bad budgets, and eventually bad management.

For a company, this is the most dangerous fracture: the damage happens in the field, but management cannot see it in the report.

This is not a discussion about the inflation effect. It is about the management ground. You cannot manage a company with data people do not trust. Management only tries to sell a dream.

Sales and Revenue Targets

When sales and revenue targets are built on bad data, the company's growth plan is damaged before it even begins. Management writes targets from the desk, builds a growth scenario in the report, and distributes numbers to the team. But if the data behind that target does not carry reality, the target is no longer strategy. It becomes pressure.

While the salesperson is fighting the customer's reality, management still believes the optimistic table in the report and looks for the cause of missed targets in the sales team. Discounts increase, payment terms stretch, risky customers enter the portfolio, and collection quality weakens. The number may look bigger, but profit, cash, and customer quality are eroding inside the company.

The most dangerous part is this: management thinks it is setting a growth target, but in reality it is forcing the company into revenue that loses money.

Production

If production data cannot be trusted, planning, costing, and capacity management do not carry reality. On paper, the machines run, shifts are full, and production continues. But inside the operation, waste, downtime, inefficiency, and margin loss grow. Management sees production under control in the report while the floor is fighting the real cost. The most dangerous part is this: the company loses money while working and goes under while producing.

Purchasing and Inventory Management

When purchasing and inventory are managed with bad data, the company buries cash while thinking it is buying goods. If purchasing is facing real market prices while management still makes decisions with old cost assumptions, every purchase turns from a profit opportunity into a risk.

A full warehouse does not mean the company is safe. Inventory built with the wrong product, wrong quantity, wrong timing, and wrong cost makes the warehouse look like an asset and chokes the cash position. The material needed for production is missing, and the product that will not sell waits on the shelf. The reports show inventory. In reality, the company has lost mobility.

The harsh truth is this: purchasing based on bad data does not protect the company's money. It locks money into the warehouse. Bad inventory management does not merely leave the company short of goods. It does something worse: it turns the company into a wreck with an empty cash box and a full warehouse.

Overhead

Misreading overhead causes a company to realize too late that it is losing money. Sales are happening. Production is happening. Shipments are happening. But the cash position gets weaker every month. Management often calls this a temporary cash squeeze. It is not temporary. A few large expense lines are eating the company from the inside.

When overhead is not read correctly, the company can look operational even while it is collapsing. The real danger is not that every expense increases. The danger is that a few major expense lines quietly swallow the profit. The day you start using expensive outside financing to cover overhead, the company is no longer financing growth. It is financing its own failure.

What Is Real Data?

Real data in sales: is the price at which the customer actually buys, the payment term the customer demands, the discount that closes the deal, how many days collection takes, and which customers create risk.

Real data in production: is not the cost on paper. It is the real unit cost after waste, downtime, energy, labor, maintenance, underutilized capacity, and rework are included.

Real data in purchasing and inventory: is not the list price. It is the real cost created by payment terms, exchange rates, freight, waste, inventory holding time, financing burden, and alternative supplier risk.

Real data in overhead: is not the budgeted expense. It is the cash leaving the company, the payment date, the credit cost, the rent, energy, and labor burden, and how much of the profit those expenses consume.

Real data in revenue: is not the invoiced amount. It is whether that revenue leaves profit, whether it is collected, under which payment term it returns, and whether it strengthens the company's cash position.

No Pain, No Gain: Reality Must Hurt

Sales and revenue targets will be tied to profit and collection. Revenue without profit will not be counted as success. Sales that are not collected will not be written into the target. The sales team will be measured not only by numbers, but by customer quality and healthy cash conversion.

In production, the real cost of every product will be calculated. Waste, downtime, energy, labor, maintenance, and capacity loss will be included in the cost. A product that loses money will not be defended with the phrase "production is still running." Production that does not make money will either stop or be repriced.

In purchasing and inventory, a full warehouse will not be treated as security. Inventory will be read together with the risk of trapped cash. Buying the wrong product, at the wrong time, at the wrong cost will be treated as a mistake, not an opportunity.

In overhead, Pareto analysis will be done. The major expense lines choking the company will be made visible. Management will not waste time on small savings theater. The big costs eating the profit will be cut, renegotiated, or, if they can no longer be carried, the system will be changed.

The rule for management is simple: if the real data hurts, it is probably true. If it does not hurt, it is probably just a report.

Sources

TURKSTAT, Consumer Price Index, June 2026. tuik.gov.tr

ENAG, E-TUFE, June 2026. enagrup.org