Moldblade: AI for industrial CRM and commercial continuity in an international operation.

An industrial company prepared to grow with greater commercial traceability.

Moldblade delivers complete plastics projects: product engineering, mold manufacturing, injection molding, and complementary processes. Its value proposition combines technical capability, integrated service, international reach, and a single point of contact for the customer.

The company works on projects that vary widely in materials, geometries, applications, countries, and industrialization stages. An opportunity may begin on the website, at a trade show, through an agent, with an active account, or in a technical conversation, then move through engineering, molds, injection, quality, and production.

That breadth is a strength. It also explains why Moldblade decided to review its commercial system: the greater the capacity to take on complex projects, the more important it becomes to preserve context, organize follow-up, and turn the knowledge in each conversation into organizational information.

The information existed, but it did not always become a shared next action.

In an industrial B2B process, a commercial note is rarely enough. Deciding what to do next may also require the product, application, material, design status, mold scope, injection need, country, timeline, available documentation, and specialist validation.

The diagnostic identified a common improvement opportunity in companies that have grown around highly experienced people: some context remained distributed across conversations, emails, documents, management tools, and individual knowledge. The risk was not losing all knowledge, but having to rebuild it whenever an opportunity changed owners or required coordination.

What the new system needed to address

• Provide a common intake for opportunities from different channels and countries.
• Distinguish an initial inquiry from a technically qualified opportunity.
• Preserve the source of each data point and flag what was not yet confirmed.
• Assign an owner, next action, and date without relying on informal reminders.
• Prepare follow-up without automatically promising prices, timelines, or technical solutions.
• Create a reliable foundation for measuring pipeline, conversion, cycle time, and opportunity source.

Valuable channels and evolving tools that needed a shared commercial logic.

Moldblade already had strong assets: a website that generated demand, a project portfolio, international commercial relationships, technical documentation, specialists, and corporate tools under progressive adoption. The challenge was to connect these assets around common rules.

Different sources coexist during this type of transition. Not all should disappear, and not all have the same authority. The work therefore began not by choosing an automation, but by defining which information belonged in the CRM, who could validate it, and which commercial status could be assigned to an opportunity.

From strategic diagnostic to a commercial architecture that can be implemented in phases.

E2M reviewed the business model, commercial operation, relationship between marketing and sales, international activity, and operational dependencies that shape an industrial opportunity. The result was not treated as an automatic conclusion, but as the foundation for designing a verifiable system.

An industrial CRM workflow centered on continuity, traceability, and the next action.

The first phase was designed as an assisted system. Its purpose is to prepare a reviewable commercial file, not turn a conversation into an automatic commitment.