For data & business leaders
Ask in your words. Trust every answer.
Meaning, turned into answers.
Speaks your language. · Shows its work. · Runs your week.
Spotonix Analyst learns what your data means from how it's actually used, answers in your business language, shows its work, and turns each answer into a watched signal that runs your week.
Three outcomes a leader cares about
Decide faster
A verified answer in 60–90 seconds, in your own business language — not a ticket behind the analyst's queue. The whole org self-serves, not just the top.
Trust every answer
Every answer shows its work — the terms, filters, and sources it used — and asks when something's ambiguous instead of guessing.
Stay ahead
Each answer becomes a watched signal with a morning brief and a weekly review; your vernacular compounds into knowledge that outlasts turnover.
The problem
Self-service didn't scale. Neither did the analyst.
Self-service gave everyone access to data — and very few the ability to actually use it. Concierge service — asking a human analyst — makes data usable, but only the top of the org gets it. The breadline forms behind the analyst's queue, and everyone else guesses.
Spotonix delivers concierge service at the scale of the whole company.
What it does
Meaning, derived from how your data is actually used — turned into answers.
The platform learns what your data means and how your business actually queries it, then answers in your own words — and shows the path from question → business meaning → data source, so the answer is one you can put in front of the board.
How it works
01
Ask
A question in your own business language. No table names, no SQL, no remembering whether it's customer_segment or cust_seg_v3.
02
Trust
A verified, explainable answer — the business terms, filters, measures, and source logic it used. If something is ambiguous, it asks instead of guessing.
03
Operate
Promote the answer to a watched signal: a morning brief on what changed and why, a board, a weekly review that remembers what you decided.
Why you can trust it
Shows its work
Every answer surfaces the business terms, filters, measures, and source logic behind it — not a black box.
Asks instead of guessing
When a question is ambiguous, Analyst clarifies before answering. It won't fabricate a number.
Traceable to source
Trace the path from question → business meaning → data source, so owners and analysts review the same evidence.
Why it's different
Other AI guesses. Spotonix understands your business.
A text-to-SQL agent writes SQL and hopes. Spotonix maps your words to your governed definitions, verifies the plan, and shows its work — so the answer is one you can trust. And it learns your business, so it gets sharper the longer you use it.
| Analyst ticket (today) | Text-to-SQL agent (current AI BI) | Spotonix | |
|---|---|---|---|
| Time to a verified answer | hours to days | 4–10 minutes | 60–90 seconds |
| Cost per answer | ≈ a day of analyst time | a few dollars | a few cents |
| Verified / explainable? | Yes | No | Yes |
| Improves with use? | only with the same analyst | No | Yes — your graph compounds |
Illustrative comparison based on public TPC-DS benchmark runs and a loaded analyst salary. Methodology and exact figures in the pilot proposal.
How it fits your data stack
- Read-only to start. One warehouse credential, 30 minutes with your data team. No data leaves your environment.
- Sits on your governed definitions. It maps to the business terms and metrics your team already trusts.
- Engine-agnostic. Works across Snowflake, Databricks, BigQuery, Redshift.
- Value in days. Your Context Graph, three verified answers, a quantified ROI projection — no rip-and-replace.
One brain, two products
One graph. Two products. Analyst turns your data's meaning into answers; Advisor turns it into action. What one learns, the other reuses.
The pilot
Two weeks. Your data. Your questions. Zero sunk cost.
- One read-only warehouse credential. 30 minutes with your data team.
- One hour with two business users. An NDA you already have a template for.
- Pick a few questions your team cares about — the kind currently queued behind an analyst.
- You get: your Context Graph, verified answers, a quantified ROI projection on your numbers, and a go/no-go decision.
“Your executives already have an analyst who knows the business. Spotonix gives that to everyone.”
founders@spotonix.com · request demo access · deck · advisor brief