How Lookato G&J compares.
Every tool can show you numbers. Only Lookato G&J proves the numbers are right, understands your industry, and connects to the ERPs you already use.
Lookato G&J vs Spreadsheets
Spreadsheets are where G&J businesses start. But when three people have three copies of the yield report and none match, the spreadsheet becomes the problem.
Spreadsheets
Data from yesterday — decisions made today
Three copies of “yield report” — none match
Formulas break silently — nobody notices for weeks
No audit trail — who changed this cell?
Lookato G&J
Live data from your ERP — always current
One governed definition of yield — same number for everyone
Every answer shows its proof — formula, data source, freshness
Full audit trail — every metric versioned, every change logged
Lookato G&J vs Generic BI Tools
Tableau, Power BI, and Metabase can visualize any data. But they don't know what “yield” means, don't understand memo aging, and require your team to build everything from scratch.
Generic BI
Build every dashboard yourself — weeks of configuration
No industry understanding — “parcel” means nothing to Tableau
Metrics defined per-dashboard — inconsistent across teams
Custom ERP connectors — your engineering team builds and maintains
Lookato G&J
Pre-built dashboards for yield, inventory, P&L, memo aging
Understands G&J terms — parcels, lots, sights, sieves, carat assortments
Governed metrics — one definition, enforced everywhere
Native Trybe and Ornix connectors — our team handles integration
Lookato G&J vs AI Chatbots
Claude and ChatGPT can generate SQL. But they can't guarantee the same answer twice, don't show proof, and hallucinate on complex schemas. You can't run a manufacturing business on numbers you can't verify.
AI Chatbots
Ask the same question twice — get different answers
No proof — you see the answer, not how it was calculated
Hallucinate on complex schemas — wrong joins, wrong columns
No governed metrics — the LLM invents a formula each time
No ERP integration — you build and maintain the connection
Lookato G&J
Same question, same answer — every time, governed by definition
Evidence for every answer — formula, dataset, freshness, validation
Deterministic compiler — formula compiled from definition, not invented
Semantic CI — regression tests catch drift before your team does
Native ERP integration — Trybe, Ornix, Tally, handled by our team
At a glance
| Capability | Spreadsheets | Generic BI | AI Chatbots | Lookato G&J |
|---|---|---|---|---|
| Built for G&J | ||||
| Same answer every time | No | |||
| Governed metrics | Manual | |||
| Proof for every answer | ||||
| ERP integration | Manual | Custom build | DIY | Native |
| Industry knowledge |
See how Lookato G&J compares — with your data.
Book a 30-minute demo. We'll show you the difference with your actual operation.
By the makers of Trybe and Ornix · Founded in Surat, the world's diamond capital