Products & solutions

Business problems.
Software with purpose.

Explore Liv Insights, our deployed AI-powered business intelligence application, alongside three products focused on practical operational needs.

Cooperative game · Digital product

Glyph

Different minds. One language. Created together.

Play Glyph Opens the public gameplay page. Two players required.

Developed by Olivia Chikunichawa under Liv AI Consulting, Glyph invites two to eight players to build a shared symbolic language.

A speaker sends one to three ordered symbols. Listeners interpret the message and confirm a scene. Ten rounds move through Discover, Understand and Create, with standard or relaxed timing.

Draft messages can be edited before sending. Listener choices can be changed before confirmation. The team works towards 70 points out of 100.

Glyph is an interactive language and symbol-based game developed as part of Liv AI Consulting's digital solutions portfolio. Explore symbol combinations, solve engaging challenges and experience interactive problem-solving.

Glyph game preview showing its illustrated landing page and room controls
Screenshot of the existing Glyph application. Play with at least two people.

AI-Powered Business Intelligence

Liv InsightsDeployed

From uploaded datasets to insights you can understand and act on.

Explore Live Application Opens the Streamlit application in a new tab.

Liv Insights turns uploaded CSV and Excel datasets into understandable insights, visualisations, and actionable recommendations for business owners, managers, executives, and non-technical decision-makers.

Liv Insights · Application preview
Authentic Liv Insights application showing dataset upload, analysis-mode selection, Data Health Score, AI Business Insights, and five chart types
Authentic application screenshot provided by the founder.Analysis requires human review; processing speed and accuracy vary.View full size (opens in a new tab)

The business problem

Too much preparation.
Too little clarity.

Organisations spend too much time understanding and preparing data before making decisions. Complex datasets can make useful analysis difficult to access for non-technical decision-makers.

The solution

Make data useful
for business decisions.

Upload a CSV or Excel dataset, explore its health, and work through understandable insights, visualisations, and recommendations. Ask questions in natural language and choose an analysis mode that fits your context.

Designed for

People who need
to make decisions.

Business owners, managers, executives, and non-technical decision-makers who want to understand their datasets and identify practical next steps.

Inside the application

Understand. Explore. Ask. Act.

Tools to connect data exploration with practical business questions.

  • Data health scoring

    Assess missing values, duplicates, data types, and outliers before interpreting your data.

  • AI business insights

    Explore plain-language explanations and business insights from the uploaded dataset.

  • Five visualisation types

    Histograms, bar charts, scatter plots, line charts, and correlation heatmaps.

  • Recommended actions

    Review suggestions that connect analysis with potential business decisions.

  • Suggested questions

    Find prompts to explore your dataset and develop a deeper understanding.

  • Natural-language Q&A

    Ask questions about your data using everyday language.

  • Context-aware analysis modes

    Explore data through a mode aligned with your business context.

Analysis modes

A business lens for your data.

  • General Analytics
  • Business Analytics
  • Customer Insights
  • Financial Data
  • Marketing Analysis

Technology

Built with a practical data stack.

  • Python
  • Streamlit
  • Pandas
  • Plotly
  • OpenAI API

The development story

Built from a real analytical challenge.

Liv Insights was inspired by Olivia Chikunichawa’s experience working with complex datasets and the challenge of making analysis useful to non-technical decision-makers. It brings her business perspective and practical software development together around a clear question: how can data become more understandable and useful?

Use insights with judgement.

Results depend on the dataset, its quality, and the analysis context. AI-generated interpretations and recommended actions should be checked before informing decisions. The screenshot reflects the application interface; no instant-result or accuracy guarantee is made here.

Fleet & operations

Motorbike Management System

An operational management platform for motorcycle-based transport and delivery businesses.

The business problem

Operational information
that needs clarity.

Small delivery businesses can rely on manual records that limit operational visibility and accountability.

The approach

A focused operational solution.

An operational management platform for motorcycle-based transport and delivery businesses.

Designed for

People managing
day-to-day operations.

Small fleets and delivery organisations coordinating riders, vehicles, and day-to-day operations.

Product focus

Scope grounded in the business need.

  • Rider and vehicle management
  • Orders, fuel tracking, and maintenance
  • Operational reporting and business performance monitoring

Business purpose

Practical operational value.

Supporting clearer operational visibility and more accountable fleet administration.

Discuss this product

Contact us to discuss current development progress, validated capabilities, and suitability.

Care & coordination

Care Operations Platform

A platform being developed to support documentation, reporting, coordination, and oversight in residential and community care environments.

The business problem

Operational information
that needs clarity.

Care providers can face fragmented documentation and repetitive administrative processes.

The approach

A focused operational solution.

A platform being developed to support documentation, reporting, coordination, and oversight in residential and community care environments.

Designed for

People managing
day-to-day operations.

Residential care and community support organisations.

Development focus

Scope grounded in the business need.

  • Care documentation
  • Operational coordination
  • Reporting and oversight

Business purpose

Practical operational value.

Designed to reduce fragmented information and repetitive administration so teams can focus on care.

Discuss this product

Contact us to discuss current development progress, validated capabilities, and suitability.

Your next step

Have an operational challenge in mind?

We can discuss whether a product, an existing tool, or a tailored approach could be appropriate for your needs.

Book a Free Discovery Call Request a conversation by email.