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AI Data Analysis and Business Insight Tools

Most teams have more data than answers. Questions sit in an analyst's queue, reports go out with no explanation, and survey comments never get read. These insight products let people ask questions in plain language, get charts and summaries back, and see the story behind the numbers. Industry editions shape the answers around how your business measures itself.

All Data & Analytics Insight Monitoring & Forecasting

Products in this category

  • Magnifying glass over a dial linked by a flow line, showing a dashboard number traced to its explanation.
    Insight

    AI BI Assistant

    Lets managers ask questions of existing dashboards and get explained answers.

    From $6,900 · License $2,450 first year Delivery in 20–30 working days
  • Tally card, receipt roll and tray in cross-section, showing scattered metrics gathered into one dashboard.
    Insight

    AI Business Intelligence Dashboard

    Builds a conversational dashboard over your key business metrics.

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • Funnel, receipt and clipboard arranged flat, showing scattered customer data combined into one view.
    Insight

    AI Customer Insights

    Combines customer data sources into segment-level insights.

    From $5,500 · License $1,950 first year Delivery in 20–30 working days
  • Ruler, dashboard tile and target-ring disc arranged flat, showing a data question turned into a clear answer.
    Insight

    AI Data Analyst Agent

    Answers plain-language questions against your data and produces charts and summaries.

    From $6,900 · License $2,450 first year Delivery in 20–30 working days
  • Kraft shipping boxes beside a brass magnifier on a paper bar chart, showing store orders and returns examined closely.
    Insight

    AI Data Analyst Agent for Ecommerce & D2C

    Answers plain-language questions against your data and produces charts and summaries, adapted for Ecommerce & D2C businesses that need quick answers on…

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • A brass room key and service bell beside a leather folder, showing hotel bookings turned into clear answers for managers.
    Insight

    AI Data Analyst Agent for Hotels & Hospitality

    Answers plain-language questions against your data and produces charts and summaries, adapted for Hotels & Hospitality businesses that need quick answers on…

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • Wooden crates linked by a green cord with an open brass watch in front, showing shipments measured against time.
    Insight

    AI Data Analyst Agent for Logistics

    Answers plain-language questions against your data and produces charts and summaries, adapted for Logistics businesses that need quick answers on delivery performance,…

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • A brass gear, machined block and caliper on metal, showing order and supplier figures measured from ERP data.
    Insight

    AI Data Analyst Agent for Manufacturing

    Answers plain-language questions against your data and produces charts and summaries, adapted for Manufacturing businesses that run on scattered production, order and…

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • Paper shopping bags of varied heights beside a brass shop bell, showing store and online sales compared side by side.
    Insight

    AI Data Analyst Agent for Retail

    Answers plain-language questions against your data and produces charts and summaries, adapted for Retail businesses that need consistent answers on sales and…

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • Rising cream blocks with a brass compass on top, showing trial, renewal and expansion questions answered step by step.
    Insight

    AI Data Analyst Agent for SaaS

    Answers plain-language questions against your data and produces charts and summaries, adapted for SaaS businesses that need clear answers on revenue, churn…

    From $8,300 · License $2,950 first year Delivery in 20–30 working days
  • Box container feeding into connected flow nodes, showing messy data organized through a documented workflow.
    Insight

    AI Data Cleaning

    Cleans and standardizes messy datasets with a documented rule set.

    From $3,400 · License $1,200 first year Delivery in 20–30 working days
  • Calendar page cross-section beside a dial and a dab of paint, showing numbers turned into written commentary.
    Insight

    AI Report Narratives

    Writes the narrative commentary for recurring reports.

    From $3,400 · License $1,200 first year Delivery in 20–30 working days
  • Paper receipt, notebook and ruler in a cut-paper collage, showing a question turned into a written query.
    Insight

    AI SQL Assistant

    Writes and explains SQL against your schema for analysts.

    From $5,500 · License $1,950 first year Delivery in 20–30 working days
  • Database cylinder, pie-chart disc and tally card, showing survey answers grouped into counted themes.
    Insight

    AI Survey Analysis

    Analyses open-text survey responses into themes and sentiment.

    From $5,500 · License $1,950 first year Delivery in 20–30 working days
  • Three paper chart panels beside a desk clock, showing key business numbers kept in one place and up to date.
    Insight

    Business KPI Dashboard Build

    One business dashboard in Looker Studio or Power BI with up to 3 pages, 20 KPIs and 3 data sources, refreshed on…

    From $3,225 Delivery in 12–22 working days
  • Four jars of grain funnelled into one sectioned bowl, showing data from several tools sorted into one tidy store.
    Insight

    Data Foundations Setup

    A small cloud data warehouse in BigQuery or Postgres with up to 4 business tools synced daily, 10 cleaned reporting tables and…

    From $7,925 Delivery in 20–30 working days

What gets easier with these products?

Simple questions should not need a ticket to the data team. Neither should a monthly report that everyone skims because the commentary is missing. These products shorten the distance between a question and a useful answer. Managers can ask, analysts can move faster, and open-text feedback finally turns into themes someone can act on.

  • Plain-language questions with charts and summaries
  • Explained answers on top of existing dashboards
  • SQL written and explained for analysts
  • Themes and sentiment from open-text surveys
  • Written commentary for recurring reports

Which insight product suits your team?

The AI Data Analyst Agent answers plain-language questions against your data, with editions for SaaS, Ecommerce & D2C, Retail, Logistics, Manufacturing, and Hotels & Hospitality. If you already have dashboards, the AI BI Assistant lets managers question them, while the AI Business Intelligence Dashboard builds a conversational dashboard over key metrics.

Analysts tend to like the AI SQL Assistant, which writes and explains SQL against your schema. AI Report Narratives writes the commentary for recurring reports. AI Survey Analysis turns open-text responses into themes and sentiment, and AI Customer Insights combines customer data sources into segment-level views.

Questions buyers ask

Is our data copied somewhere else?

Every Upmark Labs product runs in your own accounts, so your data stays in systems you control. The Scope Card lists which sources each product connects to and what access it needs. Your data or IT lead can review that before you order and confirm it fits your rules.

How do we know an answer is right?

The AI Data Analyst Agent and AI BI Assistant return charts, summaries and explained answers, so people can see how a figure was reached. The AI SQL Assistant shows the query it wrote and explains it. Your analysts stay the final check, especially for figures that go to leadership or clients.

What does an industry edition add?

It shapes the analyst around questions your sector asks every week. The Logistics edition is built for delivery performance, carriers and costs. The Hotels & Hospitality edition focuses on occupancy, rates and channel performance. The SaaS edition centers on revenue, churn and product usage. The core analyst stays the same underneath.

Choosing between Insight products?

Tick Compare on up to four products to see scope, price and delivery side by side. If you would rather ask, an expert can reply by email and help you pick the one that fits how you work.

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