AibenIQ — Zero-Hallucination AI with verifiable answers and page-level citations.

AibenIQ — Zero-Hallucination AI with verifiable answers and page-level citations.

AiBEN at Aalto Startup Center x A Grid Demo Day 2026

Espoo, Finland – 4 March 2026

Where to Find Us

Date
Wednesday 4.3.2026

Time
13:00-17:00

 

Frequently Asked Questions

Have questions or exploring whether AibenIQ fits your environment? Review the FAQ or start a conversation with our team. When you're ready, request an enterprise demo.

  • Most general AI tools generate plausible answers based on probability.
    AibenIQ generates verifiable answers with page-level source citations directly from your internal documents.

    • No internet data scraping

    • No probabilistic guessing

    • Same input → same traceable output

    • Built specifically for document-critical and regulated environments

    This makes AibenIQ suitable for compliance, legal, audit, insurance, finance, and public sector use cases.

  • AibenIQ operates in a closed, controlled document environment.

    Every answer:

    • Is grounded strictly in your uploaded documents

    • Includes page-level references

    • Can be audited and traced back to the original source

    If the information does not exist in the source material, the system does not invent it.

  • No. AibenIQ is model-agnostic by design. It can operate on multiple LLMs and allows organizations to switch or upgrade models as technology evolves — without changing their core architecture.

    This ensures long-term flexibility, reduces vendor lock-in risk, and guarantees access to the best available models over time.ription

  • Your data remains under your control.

    Deployment options include:

    • On-premise

    • Private cloud

    • Sovereign infrastructure

    AibenIQ does not train public models on your data and does not pull external internet content into your workflow.

    The system is designed for GDPR-sensitive and regulated industries where data sovereignty is mandatory.

  • AibenIQ is built for organizations that:

    • Handle large volumes of documents

    • Operate in regulated or compliance-driven environments

    • Require verifiable and auditable AI outputs

    • Cannot tolerate hallucinated responses

    Typical sectors include:
    Insurance, banking, public administration, energy, infrastructure, legal, audit, healthcare, and defense-related environments.

  • AibenIQ reduces manual document review time dramatically by automating structured document analysis.

    Organizations typically see:

    • Significant reduction in manual review hours

    • Faster compliance checks

    • Improved audit traceability

    • Lower operational risk

    The result is not just productivity improvement — it is risk reduction and decision reliability.

  • AibenIQ is priced based on deployment model, document volume, and organizational scope.

    We offer flexible options including:

    • Pilot deployments for evaluation

    • Annual enterprise licenses

    • On-premise installations

    • Private cloud deployments

    Pricing is typically structured around one or more of the following:

    • Number of users

    • Document volume (pages processed)

    • Infrastructure requirements

    • Level of customization and support

    Because AibenIQ is designed for document-critical and regulated environments, each deployment is tailored to the organization’s compliance, security, and performance requirements.