The platform

See every step.
Trust every output.

One platform for the full lifecycle — connect sources, prepare data, automate schedules, add safeguards, share results. No code. Every step visible.

FashionRetailer_Jan_And_..Pipeline (7)Describe your transformation...PublishExport1.SourceFashionRetailer_Jan_And_Feb2.Conditional Filterwhere billing_country in (UK, US, FR)3.Math Function(discounts) / gross_sales4.Bulk Replaceon product_title — AI Spelling Match5.Extract Textfrom product_title — left of '-'6.Send to DatasetSales_Clean (auto-sync ON)T product_title (72)CountT billing_country (26)CountT product_type (9)Count# product_priceCountreferrer_sourceproduct_typeproduct_titlecolourproduct_vendororder_idDirectShirtsSummer Linen ShirtSandSCRT772799627SocialSweats-HoodsLe Monde HoodieBlackSCRT783775694DirectSweats-HoodsHerbs HoodieBlackSCRT784002383SocialOuterwearCord Trim PulloverBlackSCRT755043237DirectOuterwearCord Trim PulloverOliveSCRT749136019DirectOuterwearCord Trim PulloverOliveSCRT789848948SearchOuterwearCord Trim PulloverBlackSCRT788269170DirectT-ShirtsMock Neck LongsleeveKombu GreenSCRT765661904
Connect

Bring data in from wherever it lives.

Spreadsheets, databases, cloud warehouses, APIs. We maintain a focused set of native connectors for the sources teams actually use.

Need something custom? On Enterprise, our team builds it — typically in a week.

Free: CSV, Excel, Sheets, JSON, URL, Webhooks, MySQL, PostgreSQL, SQL Server
Starter: + Daily automation, 5 users, orchestration
Pro: + Snowflake, BigQuery, Databricks, S3, REST API
Enterprise: + Custom-built connectors
SourcesSnowflakeBigQueryPostgresMySQLS3SalesforceDriveSheetsExcelREST APISFTPDropboxDatabricksOneDriveCustomEnterprise
Prepare

Clean, merge, reshape — visually or by description.

The grid feels like a spreadsheet. Click a column, pick an operation. Every operation shows your data before and after, side by side.

Or skip the clicking and describe what you need: "remove duplicates by email and standardize company names" becomes a working pipeline in seconds. AI works alongside the visual tools — inspect, edit, or replace anything it suggests.

Conditional filter
Math functions
Bulk replace (AI)
Extract text
Join / merge
Group & pivot
Window functions
SQL Query (AI-assisted)
FashionRetailer_Jan_And_..Pipeline (7)Describe your transformation...PublishExport1.SourceFashionRetailer_Jan_And_Feb2.Conditional Filterwhere billing_country in (UK, US, FR)3.Math Function(discounts) / gross_sales4.Bulk Replaceon product_title — AI Spelling Match5.Extract Textfrom product_title — left of '-'6.Send to DatasetSales_Clean (auto-sync ON)T product_title (72)CountT billing_country (26)CountT product_type (9)Count# product_priceCountreferrer_sourceproduct_typeproduct_titlecolourproduct_vendororder_idDirectShirtsSummer Linen ShirtSandSCRT772799627SocialSweats-HoodsLe Monde HoodieBlackSCRT783775694DirectSweats-HoodsHerbs HoodieBlackSCRT784002383SocialOuterwearCord Trim PulloverBlackSCRT755043237DirectOuterwearCord Trim PulloverOliveSCRT749136019DirectOuterwearCord Trim PulloverOliveSCRT789848948SearchOuterwearCord Trim PulloverBlackSCRT788269170DirectT-ShirtsMock Neck LongsleeveKombu GreenSCRT765661904
Automate

Build once. It runs itself.

Set any pipeline to run on a schedule — daily, hourly, or triggered by an event. No cron jobs, scripts, or DevOps. Your Monday-morning report is done before you arrive.

Scheduled refresh from live connections
Pull new files from Drive, Dropbox, OneDrive, SFTP
Consolidate incoming files automatically
Send formatted email reports on a schedule
Recurring AI extraction from PDFs (Q2 2026)
Orchestration — Weekly closeEvery Monday at 06:00 UTC06:00Pull files from SFTP06:02Refresh Snowflake views06:04Run reconciliation pipelineprocessing...06:07Approval gate — CFOwaiting for sign-off06:??Send report to leadership
Control

Safeguards that don't slow anyone down.

Most platforms make you choose: give teams freedom, or keep control. Mammoth gives you both. Four independent layers — any combination is valid.

ScenarioPipeline running mid-quarter — output held for compliance review
OFF

Draft Mode

When pipeline steps run

Off — pipeline runs as soon as steps are added
ON

View Auto-Sync

Whether views refresh from source

On — view always reflects latest source data
OFF

Export Auto-Sync

Whether outputs push to destinations

Off — output held for compliance to release
ON

Dashboard Auto-Update

Whether dashboards refresh live

On — leadership sees latest KPIs while exports wait

Sixteen valid combinations across the four layers. You decide what runs and what waits.

Approval gates

Two types: Alert (notify and continue) and Approval Gate (halt until a human signs off). Nothing moves downstream without sign-off.

Pipeline paused — awaiting approvalValidate row count ≥ 10,000Reconcile vs. source totalsApproval gatePush to payment fileCFO sign-off requiredSent to approver · 2 mins agoApprove

Validation rules

Set rules that check your data mid-pipeline. Catch missing values, duplicates, out-of-range numbers, or unexpected row counts. When a rule fails, you decide: warn and continue, or stop until it's fixed.

Data Check — Reconciliation pipeline
Row count ≥ 10,000
No nulls in customer_id
Sum(amount) within ±0.5% of source
No duplicate transaction_idhalt

Single-tenant data isolation.

Your data never shares infrastructure with another customer. Every processing job runs in its own isolated space. Not a setting you toggle — how the system is built.

Share

Get clean data to whoever needs it.

Build a dashboard by describing what you want to see — production-ready in minutes. Share three ways: public link (no login), password-protected, or authenticated. Dashboard viewers are always free, always unlimited — every plan, including Free.

Need to feed a BI tool? Mammoth provisions a managed Postgres or BigQuery database in under five minutes. Connect Tableau, Power BI, or Looker once — the data stays current automatically. No database administration, no infrastructure to maintain.

Also: push to your own databases (Postgres, MySQL, SQL Server, BigQuery, Redshift), deliver files via SFTP, or generate a Live Link — a permanent URL that always serves the latest output.

EMEA sales — Q1 2026LiveREVENUE£2.41M+12.4%ORDERS8,712+5.1%AOV£276+6.9%Revenue trend (12 weeks)By countryUK182kDE126kFR105kNL70kES49k
Under the hood

Cloud-native on AWS

EU/Ireland region by default. Scales from thousands to billions of rows. Sub-200ms grid response.

99.9% uptime SLA

Financial-backed on Enterprise. 99.5% on Pro. Independent autoscaling at every layer.

Compliance

SOC 2 Type II. ISO 27001. HIPAA. GDPR. Audit retention up to 7 years.

SOC 2 Type II
ISO 27001
HIPAA
GDPR
Single-tenant isolation

Try it on your data. Today.

21 days of full Pro. No credit card. If you don't subscribe, your work moves to the Free plan — nothing gets deleted.