Intelligent RDA

BlueIT has developed a Generative Artificial Intelligence-based solution that automates the analysis of requests for quotation received via email or documents, automatically extracting data, technical specifications, and quantities. The platform accelerates quote preparation, reduces operational errors, and supports the sales department with proposals ready for validation.

Client Situation
Challenge

In manufacturing companies that work with business clients, managing purchase requests is one of those processes that "works" — but at a hidden cost that is rarely quantified.

Every day, the sales department receives emails with requests for quotation: free text, technical specifications scattered throughout the message body, quantities indicated in various ways, references to regulations or applications that require interpretation. An experienced operator knows how to read them, where to look in the catalog, and how to construct the response. But this valuable knowledge is consumed daily on repetitive tasks: reading, interpreting, searching, transcribing, verifying, and responding.

The result is that response times lengthen, transcription errors accumulate, and the most competent people spend hours on tasks that don't require their expertise. Meanwhile, the client waits.

The problem isn't a lack of resources. It's that the right resources are being used in the wrong place.

Why this problem is difficult to solve with traditional tools

The difficulty isn't in the technology; it's in the nature of the requests. Clients don't fill out structured forms. They write emails. They attach documents. They use their own terminology. Every request is different, and the value of the sales operator lies precisely in knowing how to interpret this variability.

Traditional tools — ERP, CRM, Excel spreadsheets — don't solve this problem because they presuppose already structured data. Someone still has to read the request, understand it, and translate it into a format the system can process. That "someone" is always a person, and that step is always manual.

Our Approach

The approach we've developed shifts the entry point of the process: instead of requiring the operator to structure the request before it can be processed, the system adapts to the client's request format.

An artificial intelligence engine analyzes the received text — whether it's an email, an attached document, or a message — and autonomously extracts relevant information: what is requested, in what quantity, with what technical specifications, and for what application. This information is then compared with the product catalog and stock availability, generating a configuration proposal ready for the operator's review.

The operator doesn't disappear from the process; their role changes. Instead of building the proposal from scratch, they validate it, correct it if necessary, and approve it. The time previously needed to process a request is significantly reduced, and the quality of the proposal improves because the system has already verified availability and catalog matching.

What concretely changes for the company

The most immediate benefit is the speed of response to the client. A company that can send a quote within hours of receiving a request — rather than the next day or later — gains a concrete competitive advantage, especially in markets where clients evaluate multiple suppliers simultaneously.

The second benefit is error reduction. When the configuration is automatically built from the request text and verified against the actual catalog, transcription errors and proposals with unavailable items become exceptions rather than frequent occurrences.

The third benefit, often underestimated, is the Unlocking capacity. People who currently spend hours processing requests can dedicate that time to customer relationships, negotiation, and opportunity analysis. The sales team's value is expressed in what truly matters.

Technological implementation

There is no one-size-fits-all solution. The starting point is always an analysis of the existing process: how requests arrive, their format, how they are currently processed, and where bottlenecks are concentrated.

From this analysis, a tailor-made architecture is defined, which takes into account existing systems — ERP, management software, product archive — and integrates with them without requiring replacements. The AI engine is trained and calibrated on the company's specific technical vocabulary, ensuring an appropriate level of accuracy from the outset for the operational context.

The typical process involves an initial analysis and prototyping phase, followed by a pilot on a real subset of requests, and then progressive extension to the full workflow.

Want to see if this approach applies to your process?
The BlueIT team is available for a direct discussion about your specific context.

Significant results of the project

Thanks to this structured and integrated approach, the organization has achieved tangible benefits both in operational and strategic terms:

Customer response speed

A company that can send an offer within hours of receiving a request — instead of the next day or later — gains a tangible competitive advantage, especially in markets where customers evaluate multiple suppliers simultaneously.

Error reduction

When the configuration is automatically built from the request text and verified against the actual catalog, transcription errors and proposals with unavailable items become exceptions rather than frequent occurrences.

Freeing Up Capacity

People who currently spend hours processing requests can dedicate that time to customer relationships, negotiation, and opportunity analysis. The sales team's value is expressed in what truly matters.

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