Product lab

We turn repeatable problems into useful software products.

This page presents VWV Tech product concepts, prototypes and tools as they move from research into usable releases.

Transparent status: Items are clearly labelled as concept, demo or in development. Contact us for current access and availability.

In developmentOperational AI

Dataset-Grounded Decision Copilot

An explainable business analysis workspace designed to inspect operational data, validate evidence and generate recommendations connected to source information.

Dataset ingestion and quality checks
Evidence-grounded conversational analysis
Interactive visualisations and filtering
Explainable recommendations
Multi-dataset comparison workflows

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Decision Copilot

Good morningWhat should we analyse?

Compare cost and service performance ↗

DemoConversational AI

Smart Support Assistant

A reusable AI chatbot foundation for answering customer questions, guiding enquiries and retrieving approved information from a company knowledge base.

Website chat experience
Business FAQ and document knowledge
Lead and enquiry capture
Source-aware responses
Human hand-off paths

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VWV AssistantOnline

Hi! What can I help you find today?

Which service fits my business?

Tell me your goal and I’ll guide you to the right option.

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ConceptBusiness intelligence

Intelligent Analytics Workspace

A configurable dashboard concept for monitoring key metrics, viewing trends and combining forecasting outputs with plain-language summaries.

Custom KPI dashboards
Search, filters and drill-down views
Forecast and anomaly signals
Automated narrative summaries
Exportable decision reports

Discuss an analytics build ↗

VWV

DashboardBusiness overview

Last 30 days⌄

Revenue₹2.4MIllustrative data

Conversion18.6%Illustrative data

Forecast+12%Illustrative data

Product principles

Useful, explainable and ready to improve.

Problem-led

Every product begins with a repeated business challenge and a clearly defined user.

Evidence-aware

AI experiences are designed to show context, sources or uncertainty where appropriate.

Human-controlled

Important actions retain review, approval and escalation paths rather than hiding decisions.

Measurable

We define quality, speed and business impact so improvements can be evaluated.

Product partnership

Need a tailored version for your business?

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