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VynelixAI
Solution

Conversational Analytics (Ask Your Data)

Ask your business a question in plain English — “which stores will run out this week?” — and get the answer, the chart and the option to save it.

Data + Cloud + AIAsk your data“How do I go from a promising pilot to something the whole business runs on?”
Talk to an AI Expert See all problems by industry

Is this you?

If two of these sound familiar, this solution is worth a conversation.

  • “Every question goes through an analyst and takes a week”
  • “Leaders stop asking because answers take too long”
  • “The same Monday questions are rebuilt by hand every week”
What you get

What changes once it is live

  • Answers in seconds without waiting on an analyst
  • Recurring questions saved and re-run in one click
  • Trusted definitions behind every number

We connect a natural-language assistant to your governed data so anyone can ask “which stores will run out this week?” and get a trusted answer in seconds — with query history, saved questions and usage analytics for the teams who ask the same thing every Monday.

In detail

What’s included — and the impact you should expect

What an engagement actually covers, and what should be different for your business once it is live.

What’s included

  • A plain-English assistant connected to your governed data
  • Trusted definitions behind every answer, with the underlying query visible
  • Saved questions, history and sharing for recurring needs
  • Usage analytics showing what the business is asking
Who it’s for

The people who usually sponsor this

If one of these is in the room, this solution is worth the first conversation.

  • 01

    Business leaders who have stopped asking because answers take a week

  • 02

    Category, branch and plant managers who cannot query their own numbers

  • 03

    Data teams rebuilding the same Monday questions by hand

How it works

Four steps from the problem you have to the change you want

A path your marketing team can walk a client through — no architecture diagram required.

  1. 01

    Connect the assistant to numbers you already trust

    If the definitions are not trusted, we fix that first. A fluent wrong answer is worse than a slow right one.

  2. 02

    Let people ask in their own words

    ‘Which stores will run out this week?’ The system works out the query, asks if something is missing, and returns the answer with a chart.

  3. 03

    Save the questions you ask every Monday

    History, saved questions, sharing. The weekly pack starts as a conversation, not a ticket.

  4. 04

    Show the data team what the business is asking

    Usage tells you which answers to certify, which data is missing, and where self-serve is actually taking hold.

A typical engagement

What the first 90 days look like

One real problem, built on real work, measured before we talk about the second use case.

  1. 1Weeks 1–3

    Map and agree the outcome

    We take the ten questions leadership asks every week and make sure the data behind them is trustworthy.

  2. 2Weeks 4–10

    Build it on real work

    Those ten questions — and any new phrasing of them — are answerable in seconds, with the chart and the option to save.

  3. 3Go-live and after

    Run, measure, expand

    The assistant is opened to the next team. The data team watches usage instead of writing tickets.

By industry

The problem this solves — in each sector

Same building blocks, different pain. Here is how this solution shows up for the industries we work in.

See it in action

Watch it work, or read why we build it this way

All demos
Watch demoDemo

Ask your data in plain English — Part 1

A business user types a question; the answer and chart appear in seconds.

Open
Watch demoDemo

Ask your data in plain English — Part 2 (live dashboards)

Questions turn into live KPI dashboards — no analyst in the loop.

Open
Watch demoDemo

Ask your data in plain English — Part 3 (saved questions & history)

Save the questions your team asks every Monday and re-run them in one click.

Open
See the code

Open-source code for the demos

Your engineers can inspect exactly what they saw in the video.

Open
Works best with

Usually bought together

Most clients combine this with one or two of the following to get the full result.

Real-Time Analytics

See what is happening in your business as it happens — not in tomorrow’s report.

Data

Business Intelligence

Dashboards people actually open — with numbers everyone agrees on and a clear owner for each one.

Data

Data Engineering Platforms

We connect every system you run into one clean, always-fresh source of truth — the plumbing behind every report and every AI.

Data
Industries

Where this solution has the most impact

Financial Services

Agentic AI and automation for banks, capital markets, and fintechs operating under strict compliance.

Retail & E-commerce

Personalization, demand forecasting, and generative content systems for modern retail.

Manufacturing

Predictive maintenance, quality inspection, and agentic automation for the factory floor.

Is Conversational Analytics (Ask Your Data) your next step?

Bring one real problem to a 45-minute working session. You leave with the building blocks mapped and a first use case scoped.

Map my problem Talk to an AI Expert