Business Intelligence and Analytics Copilots
87TriVista score
Salesforce (Tableau)
Tableau Pulse
A feature that sends managers short, plain-language summaries of key metrics in Slack, email, or mobile, instead of making them open a dashboard.
Looker with Gemini
AI tool profile ·
A chat feature inside Google's Looker analytics tool that lets staff ask data questions in plain language, grounded in agreed metric definitions.
68TriVista score
Category rankTied #11 in Business Intelligence and Analytics Copilots
Baseline ELO1,459.8
Menu
At a glance
What it does
Conversational Analytics is a chat feature inside Looker, Google Cloud's business intelligence platform, powered by Gemini. Business users type a question in plain language and get an answer grounded in Looker's semantic model, called LookML, which defines what each metric means so the AI is not guessing. A more advanced mode turns questions into Python code for deeper analysis beyond simple charts. Looker connects to BigQuery and Google Sheets, and developers can call the same feature through an API to embed it into other apps or Google's Agentspace. Google says it does not use customer prompts or data to train its models and does not store them without permission.
Where it can help
This fits a company that already uses BigQuery and Looker, or plans to adopt both, where business staff want to query data without learning SQL or waiting on an analyst. A reasonable start is enabling it for one well-modeled Looker Explore used by a single department, since answer quality depends heavily on how well that team has defined its LookML metrics. Looker is priced through a Google Cloud sales conversation rather than a public price list, so treat any number you see as a planning estimate and confirm current terms. Some Conversational Analytics features are still labeled preview, meaning Google can still change them, and answers are only as trustworthy as the semantic model behind them; an incomplete LookML model will give confident-sounding but wrong answers.
Cost guide
What it can cost
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $77.6K | $120.2K | $190.4K |
| Three-year total | $177.4K | $263.9K | $401.6K |
| First-year cost per unit | $77.6K | $120.2K | $190.4K |
| Average annual cost per unit (over three years) | $59.1K | $88K | $133.9K |
Cost breakdown by scenario
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $31.5K | $42K | $56.7K |
| Implementation | $10.8K | $18K | $30.6K |
| Integration | $12.1K | $22K | $39.6K |
| Staff time and change management | $7K | $10K | $14K |
| Security | $6K | $8.5K | $12.8K |
| Administration | $4.5K | $6K | $8.1K |
| Support | $2.1K | $2.8K | $3.8K |
Estimate assumptions: Based on 1 production workspace. This is a planning allowance, not verified product pricing. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Get started
What you need first
What you need firstSet up the basics
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
How to startSet clear limits
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Before you scaleSet safe working rules
Recommended next action
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Decision ownerBusiness and technology owner
STARTSet a goal and owner
Define what success looks like for a test of Looker with Gemini and assign someone to lead it.
FIRST MONTHTest one workflow
Once the requirements above are met, compare a small trial with how your team works today.
MONTH TWOReview actual use
Track adoption, output quality, business results, and actual costs against the estimate.
MONTH THREEDecide what comes next
Use the results to decide whether to stop, adjust, or expand the pilot.
Risk profile
Required controls
Security and safe use
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Exit and rollback
Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.
Recommended next step
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Other tools to review
Compare similar tools
Business Intelligence and Analytics Copilots
77TriVista score
Rows AI
An AI-powered spreadsheet app now being wound down after Superhuman acquired Rows and folded it into Superhuman Docs.
Why it’s an alternative—
Compare with Rows AIBusiness Intelligence and Analytics Copilots
77TriVista score
Julius AI
A chat-based data analyst that lets you upload a spreadsheet and ask questions in plain English, returning charts and statistics.
Why it’s an alternative—
Compare with Julius AIBusiness Intelligence and Analytics Copilots
77TriVista score
Tellius
An analytics platform that answers plain-language data questions and automatically explains what is driving a change in the numbers.
Why it’s an alternative—
Compare with TelliusResearch support
How to learn more about this tool
Where to check the product, price, security, and support.
Official product information
docs.cloud.google.com/looker/docs/gemini-overview-looker
Read official information →
Score history
How the rating has changed
Recorded score and category rank across research updates.
-
TriVista Score 68.3/100Category rank #11
See how this tool fits your company
Answer a few questions about your company and compare this tool with others. The research score above stays the same.
Want help moving from research to action? Explore TriVista’s AI consulting services →