Data Cleaning: How to Standardize Information in 2026

Dirty data is the new "trash." If your database has 5 different ways to write the same city name, your sales-by-region reports will be wrong. Data Cleaning is the art of sanitizing the base so it becomes useful.

The GIGO Principle

Garbage In, Garbage Out. If data entry isn't standardized, the output (Dashboard) will be useless.

How Jestor keeps data clean

This is where Jestor stands out by delivering the solution in practice:

Structured Fields: Instead of letting the user type the state, use a mandatory Dropdown. This eliminates typos.
Formatting Automation: User typed the phone without area code? Automation fixes the format instantly.
Deduplication: The system warns: "This client already exists," preventing duplicate entries.

Frequently Asked Questions (FAQ)

What about old data? You can export, clean in Excel and re-import, or use scripts in Jestor to bulk clean. MeetJestor.

How to avoid future "dirt"? By restricting typing freedom in critical fields (Select vs Text Input).

Does AI help? Yes, AI can analyze the base and suggest standardization corrections.

Conclusion

With Jestor, it is possible to automate workflows, connect departments, and create internal systems your way, all code-free and AI-supported.

Discover Jestor and learn how to take your company's management to a new level of efficiency and integration.

Internal SLA Monitoring: How to Ensure Inter-Department Deadlines in 2026

If Marketing takes 10 days to pass a lead, Sales misses the goal. If Legal takes 2 weeks to validate a contract, the company loses the deal. Internal SLA (Service Level Agreement) is the deadline contract between areas. It ensures operational fluidity. Timers on Operations Every process step must have

Monitoramento de SLA Interno: Como Garantir Prazos Entre Áreas em 2026

Se o Marketing demora 10 dias para passar o lead, Vendas perde a meta. Se o Jurídico demora 2 semanas para validar o contrato, a empresa perde o deal. SLA (Service Level Agreement) Interno é o contrato de prazo entre as áreas. É o que garante a fluidez da operação.

Operational Efficiency: How to Measure and Improve Your Ratio in 2026

The Operational Efficiency Ratio answers a simple question: how much does it cost to keep the lights on compared to what comes in? $$Efficiency = \frac{Operating Expenses}{Total Revenue}$$ The lower the number, the more efficient the company. The battle for margin Bloated companies have high ratios (spending a lot

Eficiência Operacional: Como Medir e Melhorar seu Ratio em 2026

O Índice de Eficiência Operacional responde a uma pergunta simples: quanto custa para manter a luz acesa em relação ao que entra? $$Eficiência = \frac{Despesas Operacionais}{Receita Total}$$ Quanto menor o número, mais eficiente a empresa. A batalha pela margem Empresas inchadas têm índices altos (gastam muito para vender pouco)