A living dashboard you can trust.
Bring in your data, ask in plain language, and get a document where every number traces back to its real source — verified, refreshed, and yours to share. When you're ready to automate, the same platform runs the agents and workflows underneath.
Start a document
Bring your data in — CRUX handles the rest.
Term Overview
Where this came from
postgresSELECT count(*) FROM sessions9f3c…a71b↑ click a number to trace it to its exact source
Rate by department — Field 47% flagged below target
Weekly report workflow
v4 · draft · 5 nodes · governed re-execution on publish
const low = rows.filter(r => r.rate < 0.70); return { flagged: low, count: low.length };
Most AI tools guess. CRUX proves.
Ask any AI to “analyze my data” and it paraphrases — numbers you can't trust and can't defend. CRUX runs the query against your real source, shows its work, and keeps a record you can hand to an auditor.
Numbers from the source, never the model
Every value is produced by re-running the real query through your governed connection. The AI writes the query; the platform runs it. What you see is what your data says.
Click any value → its exact origin
Per-cell lineage: the connector, the exact query, who approved it, and a hash. Every number answers “where did this come from?” on its own.
A record you can defend in an audit
Decision receipts and a tamper-evident, hash-chained history — append-only, verifiable, and exportable. Prove what a value was, and when, long after.
Guardrails built in
Prompt-injection, PII, and safety checks run on every request and response — and fail closed by default, so a bad input can't slip through when a check is down.
Cost tracking & caps
See spend per run, per agent, per workspace — and set hard caps so automation never runs away. Every model call is metered and attributed.
Talk to your document
Ask follow-up questions in plain language. The answer re-queries the real source and cites the exact query it ran — grounded, not guessed.
From raw data to a document you trust — in four moves.
Bring your data
Drop in a spreadsheet, or connect a database, warehouse, or API. It becomes a governed dataset.
Ask in plain language
Describe what you want to see. CRUX explores your data, writes and tests the queries, and builds the document.
Trust every number
Values come from your live source. Click any one to see its lineage; verify the whole document against its hash.
Share, refresh, automate
Send it, schedule it, get “what changed.” When you outgrow one-offs, Automate this turns it into a workflow.
For anyone with a number to own.
Individuals, teams, and enterprises — the same guarantees at every size.
Your spreadsheet, made live
Upload a file and get a dashboard you can trust and talk to — the thing you'd otherwise paste into a chatbot, but live, sourced, and shareable.
One source of truth
Connect the real database, schedule refreshes, and share governed documents where everyone sees the same defensible number.
Automation you can audit
Run governed agents and workflows with approvals, guardrails, cost caps, and a tamper-evident record — SSO and private connectors included.
Simple by default. Advanced when you need it.
Simple is the whole experience most people need, with nothing they don't. Advanced unhides the full builder for engineers. Same data, same guarantees, underneath both — flip the switch in the top bar.
Ask, and it appears.
For anyone with data and a question — no query language, no canvas.
- Upload a file or connect a source
- Ask in plain language → a living document
- Click any value to trace it to its source
- Share & schedule; get “what changed” summaries
- No canvas, no code, never the word “orchestration”
The full builder.
Everything is here, relocated — not removed — so it stops blocking the 80%.
- Workflow canvas, code & transform nodes
- Multi-agent orchestration, connectors, canary
- Agent roles, guardrail & approval authoring
- Cost controls, decision receipts & audit export
- One switch in the top bar flips the whole surface
Every Simple document has one button that turns it into a scheduled, approval-gated workflow — opening it in Advanced. That's how a one-off report becomes a repeatable, governed process.
Governance never toggles off. A Simple-mode user still gets numbers re-executed from source, per-cell lineage, refresh history, and the tamper-evident record. Simple hides the machinery — never the guarantees.
Priced by the data you bring in — not the reports you make.
Every tier includes a dataset allowance; build unlimited governed documents on them, and talk to every one. The step up to Gold unlocks live database connectors and the full automation engine.
- ✓ 1 dashboard / report
- ✓ Talk to your document
- ✓ Manual refresh
- ✓ Unlimited reports & dashboards
- ✓ Doc chat + weekly refresh
- ✓ Share links · 1 seat
- ✓ Daily refresh
- ✓ Scheduled email / Slack delivery
- ✓ “What changed” summaries · 5 seats
- ✓ Live database connectors
- ✓ Agents · workflows · orchestration
- ✓ Cost caps · guardrail authoring
- ✓ Approvals · versioning · audit export
- ✓ SSO · VPC / on-prem connectors
- ✓ Higher limits & SLAs
- ✓ Dedicated support
Stop pasting data into a chatbot.
Get a dashboard that's live, sourced, and defensible — in the time it takes to upload a file.