Technology applied to real business problems.
Articles about artificial intelligence, automation, data, actors, technical audits, consulting and systems — with a focus on execution, not hype.
Discover JM Forge
Automation, custom software, AI agents, integrations, audits, data and managed operations — built around real business work.

JM Forge: Automation, Custom Software, AI Agents, Audits, Integrations and Operational Intelligence Built Around Your Business
From automation and custom software to AI agents, integrations, audits, data, monitoring and managed operations, discover how JM Forge turns operational friction into working technology.
Ideas that become systems

JM Forge: Automation, Custom Software, AI Agents, Audits, Integrations and Operational Intelligence Built Around Your Business
From automation and custom software to AI agents, integrations, audits, data, monitoring and managed operations, discover how JM Forge turns operational friction into working technology.

CNPJ alfanumérico: a JM Forge levou o primeiro lookup preparado para o novo padrão à Apify
O CNPJ brasileiro mudou. Conheça o CNPJ Empresas Brasil, da JM Forge, primeiro lookup na Apify preparado para trabalhar com o novo padrão alfanumérico e transformar CNPJs em dados estruturados para pesquisa, enriquecimento e automação empresarial.

Technical Audits: What to Review Before Problems Appear
A practical view of what a technical audit should review across websites, automations, integrations and digital operations before issues become expensive.

Família CNPJ: automação de inteligência empresarial no Brasil
Como validação, consulta, segmentação e monitoramento podem transformar dados empresariais em fluxos B2B mais eficientes.

Automation Is Not About Replacing People — It Is About Removing Repetitive Work
A practical framework for deciding what to automate, what should stay under human judgment and where AI creates real operational value.
What you will find here
The blog follows the areas where JM Forge builds, audits and improves digital operations.
Do you have a repetitive, fragile or hard-to-scale process?
JM Forge works with automation, systems, integrations, data, audits and custom technology consulting.
