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Anomaly AI
AI data-analysis workspace that turns spreadsheets and warehouses into source-backed dashboards, reports, and slides
Anomaly AI is an AI data-analysis workspace that connects to Excel, CSV, Google Sheets, GA4, ad platforms, BigQuery, and MySQL, then builds dashboards, Excel reports, slides, and scheduled PDFs from plain-English requests — exposing the SQL and calculations behind every output. A free tier gives 60 credits/month; paid plans start at $16/month (Starter) and $25/month (Pro). Best for analysts and ops teams that want traceable reporting without a full BI stack.
Verified JUN 26, 2026 FREEMIUM Live
What is Anomaly AI?
Anomaly AI is a web-based AI data-analysis workspace built for teams that work with large datasets but do not want to stand up a full business-intelligence stack. Instead of uploading a file and hoping a chatbot guesses correctly, users connect a live source — an Excel or CSV export, Google Sheets, GA4, Google/Meta/TikTok Ads, BigQuery, or MySQL — and then ask for a dashboard or report in plain English. The platform runs the analysis end to end and returns interactive dashboards, Excel reports, slides, Word documents, and PDFs, with the underlying SQL, source data, assumptions, and calculations shown alongside every number.
That traceability is the product’s main differentiator. Many AI analysts produce a chart and a confident summary with no way to check how the figure was derived; Anomaly AI is structured around reviewable logic, so an analyst can audit a KPI’s definition and query before sending it to a stakeholder. The workspace also automates the unglamorous parts of analysis — scanning for duplicates, inconsistent date formats, missing values, and outliers — and supports scheduled, recurring report delivery with agent-driven alerts when metrics move. Pricing is credit-based, starting from a free tier of 60 credits per month and scaling through Starter, Pro, Team, and Enterprise plans.
Who is it for?
Anomaly AI is aimed at people who live in spreadsheets and reporting decks but are not necessarily SQL engineers — marketing analysts, operations teams, agencies, and founders who need repeatable, defensible reporting rather than a one-off answer. The free tier makes it practical to evaluate against a real dataset before committing, and the warehouse connectors make it more than a spreadsheet toy.
Specific user types who get the most value:
- Marketing and growth analysts pulling recurring GA4 and ad-platform reports who want scheduled dashboards instead of rebuilding the same pivot tables every week.
- Operations and finance teams that need traceable KPIs — where the calculation and source data can be reviewed before a number reaches a board deck.
- Agencies and consultants producing client-ready dashboards, slides, and PDFs from messy exports, who benefit from delivering same-day reporting without a BI engineer.
- Data-literate founders at smaller companies who have BigQuery or MySQL data but no dedicated analyst, and want plain-English querying with the SQL still visible.
How much does Anomaly AI cost?
Starting price: $16/mo · Free tier: yes · Model: freemium
Pricing verified JUN 26, 2026
Price history tracked from June 2026
| Plan | Price | Includes |
|---|---|---|
| Free | Free | 60 credits/month (roughly 32 charted insights or 8 dashboards) · All data sources supported · Core analysis and dashboard features · Live chat support |
| Starter | $16/mo | 500 credits/month (roughly 260 insights or 65 dashboards) · All data sources supported · Shareable dashboards · Email support |
| Pro | $25/mo | 1,000 credits/month (roughly 600 insights or 200 dashboards) · Auto report scheduling · Shareable dashboards · Priority support |
| Team | $45/seat/mo | 2,000 credits/seat/month · Minimum 2 seats (from $90/month) · Shared workspace and team billing · Collaboration and admin controls |
| Enterprise | Custom | Annual contracts with custom credit allocation · SSO and SAML · Custom SLA and dedicated support · Advanced security controls |
What are Anomaly AI's key features?
- Connectors for Excel/CSV, Google Sheets, GA4, Google/Meta/TikTok Ads, BigQuery, and MySQL
- Plain-English requests that return dashboards, Excel reports, slides, Word docs, and PDFs
- Traceable outputs that expose the source data, assumptions, calculations, and SQL behind each metric
- Automated data-quality checks for duplicates, inconsistent formats, missing values, and outliers
- Scheduled and recurring report delivery with proactive, agent-driven alerts
- Persistent, shareable dashboards rather than one-off file uploads
What people use Anomaly AI for
- 01 Turning a large Excel or CSV export into a cleaned, charted dashboard without writing SQL
- 02 Building recurring GA4, Google Ads, Meta Ads, and TikTok Ads performance reports on an automatic schedule
- 03 Querying BigQuery or MySQL in plain English and getting back KPIs with the underlying SQL shown
- 04 Generating client-ready slides, PDFs, and Word/Excel reports from a single dataset
- 05 Auditing messy data for duplicates, inconsistent date formats, missing values, and outliers before analysis
Pros and cons
| Pros | Cons |
|---|---|
| Every metric is traceable to its SQL, source data, and assumptions — unusual transparency for an AI analyst | Credit-based pricing makes monthly cost hard to predict; heavy dashboard use can exhaust a tier quickly |
| Genuine free tier (60 credits/month) with all data sources unlocked, so evaluation needs no card | Young, independent vendor — SOC 2 is listed as in progress, not yet certified, and third-party reviews are thin |
| Connects directly to warehouses and ad platforms instead of relying on manual file re-uploads | No public API, so outputs can't be wired into a custom pipeline programmatically |
| Paid entry point at $16/month undercuts most seat-based BI and analytics suites | Team plan forces a 2-seat minimum ($90/month) before collaboration features unlock |
What are the best Anomaly AI alternatives?
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How people make money with Anomaly AI
- Offer freelance data-analysis and dashboard-building gigs on Upwork or Fiverr — take a client's raw spreadsheets or GA4 export and return a traceable, source-backed reporting dashboard same day
- Run a productized monthly analytics-reporting retainer for small e-commerce and agency clients, using scheduled reports to deliver recurring KPI decks without rebuilding the analysis each cycle
Frequently asked questions
Is Anomaly AI free?
Anomaly AI has a free tier at $0/month with 60 credits, which is roughly 32 charted insights or 8 dashboards per month. All data sources and core analysis features are included, with live chat support and no time limit.
How much does Anomaly AI cost?
Paid plans start at $16/month for Starter (500 credits) and $25/month for Pro (1,000 credits, auto report scheduling). Team is $45 per seat per month with a 2-seat minimum, and Enterprise is custom-priced with annual contracts.
What data sources does Anomaly AI connect to?
Anomaly AI connects to Excel and CSV files, Google Sheets, Google Analytics 4, Google Ads, Meta Ads, TikTok Ads, BigQuery, and MySQL. It analyzes warehouse and database data directly rather than requiring repeated manual file uploads.
Does Anomaly AI show the calculations behind its results?
Yes. Each output is source-backed and traceable: Anomaly AI exposes the underlying SQL, source data, assumptions, and metric calculations so the logic can be reviewed and audited rather than taken on trust.
What can Anomaly AI produce from my data?
It generates interactive dashboards, Excel reports, PowerPoint-style slides, Word documents, PDFs, and scheduled recurring reports. Reports can be delivered automatically on a schedule, and agents can send proactive alerts when metrics change.
Does Anomaly AI have an API?
No public API is documented as of June 2026. Anomaly AI is used through its web workspace, so its outputs cannot currently be integrated into an external pipeline programmatically.
Is Anomaly AI secure and compliant?
Anomaly AI states it is UK GDPR compliant and ICO registered (reference ZC104879), with SOC 2 listed as in progress rather than completed. Enterprise plans add SSO, SAML, a custom SLA, and advanced security controls.