Use cases — Vinova Lab

Customer and team operations

An AI agent with a role, an inbox, and company knowledge.

A dedicated agent can support customers and coordinate recurring office work through the communication channels and operational tools a business already uses.

OutcomeFaster responses, less coordination overhead, and more time for requests that need human judgement.

How it works

ReceiveThe agent receives requests through its dedicated email account and recognises their intent.
UnderstandIt prepares grounded answers using approved internal documentation, knowledge bases, and previous verified tickets.
Act or escalateIt updates the ticketing system, replies within its authority, or routes the request to a person when judgement is required.
ImproveVerified resolutions enrich the operational knowledge available for future requests.

Beyond customer support

The same controlled agent can check availability, organise meetings, reserve rooms, block participant calendars, and send confirmations or reminders. Sensitive or consequential actions can require explicit human approval.

EmailInternal knowledgeTicketingCalendarsMeeting rooms

Connected document knowledge

Use the information inside documents without finding and rereading every file.

The platform connects to documents where they already reside, understands their contents and structure, and turns them into searchable, connected knowledge.

OutcomeAnswers in seconds, supported by source evidence, with less manual filing and repeated document review.

How it works

ConnectPoint the platform to authorised on-premises or cloud storage locations.
UnderstandDocuments are automatically classified and their textual, visual, and structural information is processed.
RelateThe system identifies issuers, duplicates, similar documents, related records, and newer or older versions.
AskPeople work directly with the knowledge and receive answers with a link back to the source document when needed.

Documents stay under customer control.

Source documents remain in their original location. Vinova Lab processes only what is required and does not create a permanent cloud copy unless the selected product or customer configuration explicitly requires it.

On-premisesCloud storageAutomatic classificationNatural-language search

Assisted tender evaluation

Turn complex submissions into a transparent, reviewable evaluation.

A dedicated workspace helps evaluation teams analyse bidders against predefined requirements and scoring rules while preserving the evidence behind every assessment.

OutcomeMore consistent reviews, faster comparisons, and a clear trail from every score to its supporting evidence.

How it works

OrganiseSubmitted documentation is grouped by bidder and mapped to the tender requirements.
VerifyThe platform highlights present, missing, or inconsistent information and extracts relevant evidence.
CompareOffers are assessed using configurable criteria, with proposed scores, rankings, strengths, weaknesses, and differentiators.
ReviewEvaluators inspect the evidence, adjust assessments, and retain responsibility for the final decision.

AI assists. People decide.

The system structures evidence and supports comparison; it does not replace governance, professional judgement, or accountability.

RequirementsEvidence extractionScoring rulesRankingHuman review

Practical AI, applied to real work.

An AI agent with a role, an inbox, and company knowledge.

How it works

Beyond customer support

Use the information inside documents without finding and rereading every file.

How it works

Turn complex submissions into a transparent, reviewable evaluation.

How it works

Start with recurring work that consumes time.