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Artificial intelligence

AI for a specific task, with criteria to verify it.

Before introducing a model, we define which task needs support, what information it may use and who will review its responses. The assessment compares an AI pilot with simpler alternatives; not every process needs artificial intelligence.

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Scope to define

Applications we can assess with you.

Internal knowledge search

Assess an assistant using authorized documents, with source references, defined permissions and a clear response when information is insufficient.

Document classification and extraction

Test the identification of categories and fields in sample documents, with validation and exception reviews before incorporating results into other systems.

Team assistance

Explore drafts, summaries or suggestions for bounded tasks. The responsible person reviews the content before sending it or performing an action.

From problem to operations

Clear decisions before each delivery.

  1. 01

    Define the task and risk

    Define users, permitted decisions, relevant errors and a reference for the current process. Compare whether rules or an integration would better address the need.

  2. 02

    Prepare authorized data

    Review quality, permissions and sensitive data; agree on which information may be used, who can access it and the provider’s terms before uploading documents.

  3. 03

    Evaluate a bounded pilot

    Use representative examples and difficult cases to review responses, sources, errors, time and consumption against agreed acceptance criteria.

  4. 04

    Decide and supervise

    Decide whether to continue, adjust or discard the pilot. If integrated, define human review, logs, monitoring and an alternative when the system fails.

Deliverables

What needs to be defined.

Scope, responsibilities and delivery terms are specified in the project proposal.

Illustrative scenario · not a client case

Find procedures without losing the source

The situation

A team searches scattered manuals and needs to locate the applicable procedure, check that it is current and distinguish which documents each person may access.

One possible approach

An assistant could be tested with an authorized set of manuals, document references and access controls. If the source is insufficient or contradictory, the query would go to a person; the response would not execute changes on its own.

Supported responses, correct references, permission compliance and referrals to a person could be reviewed using an agreed test set. These are not achieved results or a promise of accuracy or savings.

Explore related scenarios

Before getting started

Questions to define the project.

Can AI make mistakes even when it cites documents?

Yes. A response can be incorrect, incomplete or based on outdated information. The pilot must also verify its sources and failures; citing a document does not replace human review or guarantee accuracy.

Can we use internal documents or sensitive data?

Only after agreeing on authorization, purpose, permissions, minimization and processing and retention terms. Not every provider is assumed to be suitable. This page does not upload documents or connect your data to a model.

Does the pilot mean automating decisions or purchasing a product?

No. Scope, consumption and the decision to integrate are agreed separately. External actions and sensitive decisions require defined controls and responsible parties; the pilot may be discarded. This service is neither the internal CRM nor a demo of Lansana Sales Intelligence, which remains in development.

Let’s start with a task, not a model

Which task needs support, and how would you verify a good response?

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