Ask anything.
Get a certified answer.
Lookato turns plain-language questions into trustworthy answers on your live ERP data — every number backed by its evidence, like a grading report for your stones.
No SQL. No analysts. Your data stays yours.
Real questions. Governed answers. In seconds.
No dashboards to build, no SQL to write. Ask the way you'd ask your sharpest analyst — and see the proof behind every answer.
Every number comes with
its grading report
Other tools answer questions. Lookato proves the answer is right — every number tied to a governed metric, its formula, its source, and the moment it refreshed. Built by the team behind DiaDNA, the diamond-authentication technology under evaluation by GIA, De Beers, and Tracr.
Governed Metrics
Define “Yield” once — with the exact formula, dataset, valid dimensions, and owner. The system compiles it deterministically. The planner cannot invent an alternative. Ask twice, get the same calculation. Every time.
Evidence for Every Answer
Every answer shows exactly which governed metric was used, which formula was applied, which dataset was queried, and when the data was last refreshed. Not a debug trace — a trust certificate.
Semantic CI
Register golden questions with approved baselines. Run regression suites that verify the system stays on the governed path. Catch governance drift from prompt changes, model upgrades, or glossary edits — before users notice.
Understands your business,
not just your data
Not just “text to SQL.” Lookato resolves ambiguity, guides exploration, and shows its reasoning — so you trust the answer.
Smart Clarification
When your question is ambiguous, Lookato asks — not guesses. “Premium” → premium grade, premium price, premium customer → you pick, get the right answer.
Guided Exploration
After every answer, Lookato suggests what to explore next — based on patterns it found in your data. Drill down, compare, investigate anomalies.
Transparent Reasoning
See exactly how Lookato interpreted your question. The coaching banner shows intent, confidence, and assumptions — so you always know what's behind the answer.
Three departments.
Three definitions of yield.
Which one is right?
Before Lookato
"What's our margin on the Shah program?" — wait three days for the accountant
Polishing yield calculated three different ways by three department heads
Today's decisions made on last Tuesday's inventory report
After Lookato
"What's our margin on the Shah program?" — answered in two seconds, governed
One definition of yield. One of margin. Proof attached to every answer.
Live inventory: rough → polished → QC → memo → sold, to the minute
Live in under a month.
We handle the integration.
Your whole operation,
one view
Real-time visibility from rough to polished — inventory, yield, aged stock, memo aging. The numbers your team checks every morning, always current, always governed.
How Lookato G&J compares
| Capability | Spreadsheets | Generic BI | AI Chatbots | Lookato G&J |
|---|---|---|---|---|
| Built for G&J operations | ||||
| Real-time updates | Sometimes | Depends | ||
| Same answer every time | No | |||
| Governed metric definitions | Manual | No | ||
| Shows proof for every answer | ||||
| ERP integration (Trybe, Ornix) | Manual | Custom build | DIY | Native |
| Industry benchmarks | Coming soon | |||
| Mobile for shop floor | ||||
| Vendor that knows the industry | N/A |
Built for every part of
the G&J value chain
Diamond manufacturing, jewellery production, trading, lab-grown — Lookato speaks your language from day one.
Diamond Manufacturing
Yield tracking, cutter performance, rough-to-polished pipeline visibility. Know which lots are profitable before they leave the factory.
Jewellery Manufacturing
Multi-unit production, designer margin, order pipeline. From karigar output to finished piece — one view.
Diamond Trading
Inventory turns, margin by party, memo aging. Real-time P&L on every parcel and every account.
Lab-Grown Diamond
Production economics, market positioning, cost optimization. Understand unit costs and margins across reactor batches.
Integrated Houses
Cross-operation visibility, combined P&L, office allocation. One view across manufacturing, trading, and retail.
They asked their operation.
Here's what changed.
See Lookato G&J with your data.
Book a 30-minute demo with someone who knows the Gems & Jewellery industry — and watch your own numbers answered, with the evidence attached.