by InfuseLabs Inc
InfuseBI review, pricing and verdict
Governed BI workspace where six AI agents model data, explain changes, forecast and draft dashboards, embeddable in SaaS apps, with a 15-day trial.
- Best for
- Head of product at a SaaS company
- Not for
- Solo freelancer needing a fixed low price
Should you use InfuseBI?
InfuseBI suits mid-size teams and SaaS companies that want AI to model data, explain why a number moved and draft dashboards under row-level security. It offers a 15-day trial but no public prices, and its security page lists controls but no SOC 2 or ISO 27001 attestation.
A governed AI data team plus a read-only MCP server in one workspace, with row-level security applying to both people and assistants.
Per-customer embedded workspaces and governed datasets that other AI assistants query through its MCP server create switching cost once dashboards ship inside a customer's product; the moat weakens because Power BI, Tableau and Looker already cover reporting.
Also for
- Finance and operations analyst
- Data lead
Show 4 more
- SaaS product teams adding customer-facing analytics
- Finance and operations analysts who need drivers behind a number
- Mid-size companies without a dedicated data engineering team
- Data leads who need governed AI access to company data
Also not for
- Compliance officer who needs a SOC 2 report today
Main trade-off
No public prices and no security attestation published, which slows evaluation for regulated and budget-conscious buyers.
InfuseBI pricing
| Plan | Monthly price | What it includes |
|---|---|---|
| Pro | Custom | Dashboards, reports and charts, AI data team on your datasets, Scheduled Excel and PDF exports, SSO and data exports included, Standard support |
| Embedded | Custom | Analytics inside your product, A secure workspace per customer, Your branding and your sign-in, SSO, data exports and private cloud, Priority support |
| Enterprise | Custom | Advanced access rules and content promotion, Private cloud or on-premises options, SSO and data exports included, Dedicated support and onboarding |
No price list is published. Plans are a 15-day Free Trial (self-serve, no card needed), then Pro, Embedded and Enterprise, each by custom quote. The vendor says quotes depend on how many people build and view analytics, how many customer workspaces you run, data volume and refresh needs, AI usage and hosting. A free 30-day guided pilot on your own data is available after a call.
Before you commit
- AI usage is either included in the plan or billed through your own AI provider key, so the quote should say which.
What InfuseBI does
InfuseBI is an AI business intelligence platform from InfuseLabs Inc with six AI agents, including a Data Modeler, Analyst and Data Scientist, that build governed datasets, explain changes, forecast and draft dashboards. It also supports embedded analytics with a separate workspace per customer.
AI data modeling without SQL
Pick tables and the Data Modeler proposes joins, field names and measures, then checks for duplicate rows, missing links and access rules before publishing.
Explains why a number moved
The Analyst breaks a change into drivers such as product, region, price, volume and returns, with the evidence attached.
Forecasts with a range
The Data Scientist forecasts with uncertainty bands, compares the model with a simpler challenger and leaves an executed notebook to inspect.
Dashboards drafted, then reviewed
The Dashboard Agent drafts a complete dashboard from one prompt and nothing is published until a person approves it.
Show all 7 features
Built-in MCP server
Claude, ChatGPT and other MCP assistants can query datasets approved for AI, read-only, with each person's row-level security applied.
MCP Marketplace imports
Stripe, Jira, Notion and other apps with an MCP server import as read-only saved copies that refresh on a schedule.
Embedded analytics per customer
Dashboards and the AI workspace can sit inside a SaaS product, with a separate workspace, branding and sign-in for each customer.
Works with
- PostgreSQL
- MySQL
- SQL Server
- Oracle
- Stripe
- Jira
- Notion
- Odoo
Capabilities
- AI bi
- Data analysis
- Forecasting
- Data modeling
- Embedded analytics
- MCP server
- Dashboards
Strengths and limits
Strengths
- The vendor's governance page, read on 11 November 2026, lists row-level security, field visibility, tenant isolation, export controls, audit logs and LLM access controls in the same product as the AI; Hokai did not test them.
- The vendor's trial is self-serve, needs no card and runs on your own database or file, so the AI modeling claims can be tested before a sales call.
- Per the vendor's AI data team page, forecasts come with a stated range and a simpler challenger model to compare against, and the executed notebook can be opened, which makes the method reviewable.
- Per the vendor's MCP server page, the built-in read-only server lets Claude or ChatGPT query only the datasets an admin approved for AI, so teams need not build their own connector.
Limits
- No public prices: every paid plan is a custom quote, which makes budgeting and side-by-side comparison hard for small teams.
- The vendor's security page lists controls but no SOC 2, ISO 27001 or similar attestation, which matters to regulated buyers.
- Warehouse connectors for Snowflake, Redshift and BigQuery depend on a per-deployment check with your source, per the vendor's integrations page, which slows warehouse-first teams.
- The topai.tools directory, read on 11 November 2026, lists it as freemium with a free plan, but the vendor's own pricing page shows a trial and quotes only, so check the vendor's page.
InfuseBI alternatives
| Tool | Price from | Free plan | Runs on | Rating |
|---|---|---|---|---|
| InfuseBI This page | -- | Trial | Web | 3.1 |
 ThoughtSpotPick ThoughtSpot if published per-user plans matter for budgeting; pick InfuseBI if you want a 15-day trial on your own data and a built-in read-only MCP server. | $25/mo | Yes | Web | -- |
 SisensePick InfuseBI to test the AI data team on your own data in a self-serve trial; pick Sisense if you are already shortlisting enterprise embedded analytics with published entry tiers on Hokai. | $3,400/mo | -- | Web | -- |
 DatabricksUnified Lakehouse platform for data engineering, analytics, and AI, founded 2013, valued at $190B (Aug 2026), with consumption pricing from $0.08 per DBU on the published Premium tier. | -- | Yes | Web | 4.2 |
InfuseBI facts
- Works offline
- No
- Minimum skill level
- Basic
- Price band
- Mid-range
Data and privacy
Proprietary
Questions about InfuseBI
How much does InfuseBI cost?
InfuseBI publishes no prices. It sells a Pro plan for internal teams, an Embedded plan for SaaS companies and an Enterprise plan, all by custom quote. The vendor says the quote depends on users, customer workspaces, data volume and refresh rate, AI usage, hosting and support level, and that billing terms are set in the quote.
Is there a free version of InfuseBI?
There is no free plan. The vendor offers a 15-day Free Trial that needs no card and lets you connect a database or upload a file, plus a guided 30-day pilot, also free, set up after a call. One directory lists InfuseBI as freemium, but the vendor's pricing page shows only the trial and the quotes.
Do I need my own AI provider key for InfuseBI?
No, according to the vendor's pricing FAQ. The trial may include AI access where available. On a paid plan you can connect your own key, such as OpenAI or Gemini, or have AI usage included in your plan, so ask which your quote assumes.
Can Claude or ChatGPT query my InfuseBI data?
Yes, through the built-in MCP server. A person signs in from the assistant and approves access, and the assistant can list, describe and query only the datasets approved for AI. Access is read-only, blocked fields stay hidden and each person's row-level security applies.
Which data sources does InfuseBI connect to?
Direct connections cover SQL Server, Azure SQL, PostgreSQL, MySQL, MariaDB, Oracle and SQLite, plus CSV or Excel uploads. Warehouses such as Snowflake, Redshift and BigQuery are available per deployment once InfuseBI has checked your source. Stripe, Jira, Notion and other MCP-enabled apps import through the MCP Marketplace.
About InfuseBI
InfuseBI is a business intelligence workspace from InfuseLabs Inc, which its privacy policy describes as a California corporation. Its pitch is an AI data team that works on a company's own data: a Data Modeler, an Analyst, a Data Scientist, a Composer, a Dashboard Agent and a Designer. The vendor's site gives no founding year, funding round or team page, so none are stated here. It sits in the same part of the directory as ThoughtSpot and Sisense, under data science and ML platforms.
Read the full background
The work starts with modeling. You pick a database and the tables you need, and the AI proposes the joins, field names and measures; the vendor says the dataset goes through validation checks before publication, and that changes to a live dataset show which dashboards and reports they affect. The Analyst then splits a change in a number into drivers and attaches the evidence, and the Data Scientist produces forecasts with an uncertainty range, compares them with a simpler challenger model and leaves an executed notebook to inspect. The Dashboard Agent drafts multi-widget dashboards, with publishing held until a person signs off. Reports can go out as scheduled Excel and PDF exports.
Common databases from SQL Server to Oracle and SQLite connect directly, as do uploaded CSV and Excel files; the vendor says Snowflake, Redshift and BigQuery are enabled per deployment after a check with your source. Its MCP Marketplace pulls in data from business apps such as Notion that expose an MCP server, saving a read-only copy that refreshes on a schedule. In the other direction, a built-in MCP server lets people sign in from Claude, ChatGPT or another assistant and query only the datasets approved for AI, read-only, with blocked fields kept out of view and per-person row-level security enforced.
The second audience is SaaS companies. The embedded plan puts dashboards, reports and the AI workspace inside another product, with a separate workspace per customer, the customer's own branding and sign-in, and tenant isolation, role-based access, audit logs and export controls behind it. Enterprise adds private cloud or on-premises hosting.
Who should look elsewhere: buyers who need a public price list, because every paid plan is a quote; buyers whose procurement requires a SOC 2 or ISO 27001 report, because the vendor's security page lists controls rather than attestations; and teams that want a long record of independent reviews, because the directory listing Hokai read had none yet. ThoughtSpot publishes per-user plans, and Power BI, Tableau and Looker, which the vendor itself writes comparison pages against, have no Hokai record yet.
Sources and guides
Official sources
- InfuseBI official site Vendor
- Platform overview Docs
- Governance and security Docs
- Built-in MCP server Docs
- Integrations and data connections Docs
Product facts on this page (pricing, plans, integrations, compliance) are read from InfuseLabs Inc's own pages and documentation. The verdict is Hokai's reading of them, not the vendor's claim.
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