Lumin Data – Conversational Business Intelligence
Your data already has the answers. Lumin Data builds the semantic layer between your business questions and your ERP, CRM, and data warehouse — so you get verified answers in minutes, not days.
“Which accounts are at risk this quarter?”
Asked and answered before your next meeting.
question to verified answer
business users self-serve
prototype on your real schema
full semantic path, every answer
This is the day your Finance Manager, FP&A analyst, or account lead is living right now. And what changes when they stop waiting.
You Slack the BI team. They're backlogged until tomorrow.
Which cost centers? Which currency? Include or exclude returns?
Numbers don't match expectations. Request a correction.
The board meeting was this morning. You improvised.
You open Lumin Data and type the question exactly as asked.
Business filters applied, joins verified, currency normalized automatically.
Numbers, sources, and semantic path. Board-ready in 2 minutes.
You spent the time preparing commentary, not chasing data.
ERP and CRM schemas grew over years. Column names are cryptic. Business logic is buried in joins no AI can infer. "Active customer" means something specific in your business. No generic AI knows what that is without the semantic layer.
Your CFO thinks in revenue, risk, and performance. Your systems store tables, columns, and foreign keys. There is no direct mapping between those two worlds. That gap is where every AI pilot eventually breaks.
AI-generated SQL runs without error and returns plausible numbers. Wrong joins, missed filters, ignored business rules. Decisions get made on confidently incorrect data. By the time someone catches it, the meeting is over.
Most AI projects fail because the path was wrong from the start. We help you design the right one before you invest in the wrong one.
Lumin Data breaks down your question into entities, filters, metrics, and timeframes before any query runs. It maps your language to business concepts, not database column names.
The semantic layer connects how your business thinks to how your data is stored. It knows your business rules: what "active customer" means, what "revenue" includes, which joins are safe.
SQL is generated from a structured, verified semantic path, not from prompting alone. Every answer is explainable, traceable, and consistent. The same question asked twice gets the same answer.
Lumin Data isn’t built for data engineers. It’s built for the people who need answers from data but have always had to go through someone else to get them.
CFOs and Finance Managers ask revenue, variance, and budget questions directly. No analyst, no 2-day wait. Numbers are verified against your ERP and ready for the boardroom the moment you need them.
Show Q3 revenue by product line vs Q2, excluding intercompany transactions
Account managers ask about any client in plain language and get a unified view from CRM, contracts, and order history, in seconds. No toggling between systems. No waiting for a data pull before a client call.
Which of our top 20 accounts have declining order frequency in the last 60 days?
Operations leaders ask questions that currently require four different systems and a custom report. Lumin Data crosses those systems in a single query, with business context applied automatically.
Where are our on-time delivery rates below 90% and what's the cost per incident?
Risk and compliance teams ask monitoring questions anytime, without writing a query or waiting for a scheduled report. Catch the signal before it becomes the problem that lands in a board report.
Which supplier accounts have had payment term changes and a credit limit increase in the last 90 days?
We stopped waiting two days for BI reports. The CFO now asks questions directly and gets board-ready numbers in minutes.
CDO, European Energy Company (TSO)
The wrong-but-confident answer problem was our biggest blocker. The semantic layer fixed that before we ever went to production.
VP Data & Analytics, Regulated Financial Services
| Business need | Today | With Lumin Data |
|---|---|---|
| Executive report on key metrics | 2–3 days via BI team, multiple clarifying rounds | Minutes, self-service, board-ready |
| Cross-system account view | Manual pull from CRM + ERP, reconciled by hand | Single question, unified verified answer |
| Operational anomaly detection | Discovered after the fact in a weekly report | Ask anytime, catch it before it costs you |
| Query reliability | AI returns plausible numbers, sometimes wrong | Controlled, validated, explainable output |
| Audit trail for decisions | No record of how the data was retrieved or filtered | Full semantic path, explainable to auditors |
| Ad hoc finance question | Email to BI → wait → get a file → question has changed | Ask it yourself. Get it now. Move on. |
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You don't need to be technical to use Lumin Data. You just need to be tired of waiting for an answer you should be able to get yourself.
You need numbers fast. For the board, for investors, for decisions that can't wait two days. Lumin Data gives your finance function direct access to verified ERP answers without touching a single report.
Every account question currently takes a data pull. With Lumin Data, your team asks in plain language and gets cross-system account intelligence (contract value, order history, renewal risk) in seconds.
The biggest drain on your team isn't building. It's fielding the same data requests over and over. Lumin Data lets business users answer their own questions, so your team focuses on what AI can't do.
Most AI projects fail because the path was wrong from day one. We help you design the right path before you invest in the wrong one.
Map your highest-value question
We review your current systems, identify the semantic gaps, and agree on where to start. You leave with a concrete architecture recommendation, not a vague roadmap. Takes half a day. No commitment required beyond that.
Technical review before you build
A detailed look at your data infrastructure, schema complexity, and AI readiness. We produce an ontology design blueprint and a risk and feasibility report so your team knows what the build actually involves before it starts.
Working prototype on your real data
We build on your actual schema, for your actual business question. You get measurable accuracy benchmarks before committing to full delivery. If it doesn't perform against your use case, you don't proceed. That's the deal.
A lumen is the measure of light that actually reaches you, not the light that's emitted, but the light that illuminates. Lumin Data works the same way: your business intelligence already exists inside your systems. The answers are there. We build the semantic path that makes them visible. Clearly, instantly, whenever you need them. No intermediary. No wait. Just light on the data that was always yours.
A 30-minute discovery call: we map your highest-value business question, your current systems, and where the semantic gaps are. No commitment. No pitch deck — just practical advice.
By signing up for the waiting list now, you'll secure your spot for early access and claim these valuable benefits.