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Research and fact-checking for business decisions

How an AI business assistant finds current information, compares sources and prepares evidence-based conclusions for practical decisions.

About 3 minutesPublished: 3 October 2025 at 10:40Updated: 31 August 2026 at 11:40
Research workspace with public sources and a fact-checking map

Short answer

ValueSpace can research current public information, compare sources and distinguish confirmed facts from inferences. You receive a conclusion with links and dates you can check. Use the research to compare options or prepare a decision, while keeping professional judgement with a qualified person where the subject requires it.

When current web research is useful

Research is valuable when information changes, including prices, service rules, feature availability, contact details, market offers and industry news.

How to build an answer that can be checked

Instead of relying on memory, the assistant searches primary or authoritative sources, compares dates and places links close to the conclusions they support.

  • Separates a sourced fact from an inference.
  • Shows when sources disagree or evidence is insufficient.
  • Does not replace a qualified professional in legal, medical or financial matters.

ValueSpace

Business work, clearly controlled

Fact-checking
  1. Business owner

    Compare the published integration requirements for the two services in our shortlist. Use current official documentation.

  2. Current sources reviewedPublication dates compared
  3. ValueSpace

    Both services document API access, but only Service A currently publishes the webhook event required by your brief. Service B's public documentation does not confirm it.

    Official documentation

    Service A integration guide

    Current source used for the confirmed webhook requirement.

    service-a.example

    Official documentation

    Service B API overview

    No matching webhook event found in the reviewed public material.

    service-b.example

  4. ValueSpace

    This supports a technical-fit comparison, but it does not prove commercial availability for your account. That still needs confirmation from the provider.

Conversation scenario: A research answer keeps its source boundary visible The example separates confirmed public facts, a dated source and a conclusion that still requires human judgement.

Practical research tasks for an owner

Compare solutions, collect integration requirements, verify a partner's public information or prepare the evidence base for an expert article.

How this works in ValueSpace

Explain the decision you are preparing, your comparison criteria and preferred sources. Each conclusion should remain connected to the information supporting it.

  • Define the question and research scope.
  • Consult current public sources.
  • Compare dates and important claims.
  • Separate established facts from inferences.
  • Flag conflicting or insufficient evidence.
  • Provide a summary with links for verification.

Continue with Find supplier contact details with AI and public sources.

Frequently asked questions

Request current research, a reference period and source dates. Check the pages that support your decision.

What to prepare for a practical test

Use safe real examples, current source material and the current limits of the capability.

  • A real question you need to investigate.
  • A list of preferred or mandatory sources.
  • The acceptable limits for conclusions in your sector.

Related resources

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