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lookato.comLOOKATO G&J — Operations intelligence for Gems & Jewellery
LOOKATO G&J — Operations intelligence for Gems & Jewellery

Operations intelligence
for Gems & Jewellery.

Real-time answers to the business questions G&J owners ask every day — about your customers, your inventory, your orders, your team.
Governed numbers. Proof for every answer.

By the makers of Trybe and Ornix

lookato chat — live data
You
Which sales persons are losing momentum?

3 salespersons with declining velocity vs last quarter:

Ramesh
↓ 34%
memo conversion
Vijay
↓ 22%
new orders
Suresh
↓ 18%
customer visits
Sales Velocity (governed, v1) · Sales Mart · Verified
You
What's our polishing yield by cutter this week?

Polishing yield by cutter — this week:

Cutter A
74.2%
Cutter B
71.8%
Cutter C
68.5%
Yield % (governed, v1) · Production Mart · Verified
You
Which open orders are at risk because we don't have the goods?
3 orders at risk totaling ₹1.4 Cr with insufficient parcel coverage. Shah Exports order is most critical — 62% covered, due in 8 days. Shah order has a 15-carat gap in VS1 range.
Order Coverage (governed, v1) · Orders Mart · Verified

Three departments.
Three definitions of yield.
Which one is right?

Before Lookato

"What's our actual margin on the Shah lot?" — wait 3 days for your accountant

Polishing yield calculated differently by every department head

Inventory reports from last Tuesday — decisions made today

Customer profitability in spreadsheets that nobody trusts

"Which customers are actually profitable?" — wait for the accountant's quarterly report

"Where's the Shah order going to land?" — call the floor supervisor and the inventory clerk

After Lookato

"What's our yield by cutter this week?" — answered in 2 seconds, governed number

One definition of yield. One definition of margin. Proof for every answer.

Real-time inventory pipeline: rough → polishing → QC → stock → memo → sold

Customer P&L with payment terms, updated live from your ERP

"Which customers are actually profitable?" — answered now, governed margin, payment terms factored in

"Where's the Shah order?" — full status from rough to fulfillment, in seconds

The questions you
ask every day.

About your customers, your inventory, your orders, your team — answered in seconds, governed, with proof.

Customers

Who's buying, who's gone quiet, who's stretching payment, who's growing. See the customer relationships shaping your business — not last quarter, today.

"Which customers haven't bought in 60 days?"

Inventory

What's moving, what's stuck, what's aging past your threshold. Surface the parcels and SKUs costing you cash before they cost you more.

"Which parcels are sitting longer than 90 days?"

Orders

Which orders are at risk, which parcels are committed, what capacity is available. Know what to prioritize this week — and what to escalate today.

"Which open orders don't have the goods?"

Team

Salesperson velocity, cutter performance, designer profitability. One number, one definition. Hold the team accountable with data, not arguments.

"Which salesperson is closing slower than last quarter?"

Trust

Every metric governed. Every answer shows its proof. Same number, every time. Click any answer to see exactly where it came from.

Gross Margin % (governed, v3) · Verified

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.

“Premium” → 3 meanings → you pick → exact results

Guided Exploration

After every answer, Lookato suggests what to explore next — based on patterns it found in your data. Drill down, compare, investigate anomalies.

Yield trend by lotTop margin customersAging stock alert

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.

Yield Analysis·92% confidence

Business Glossary

“Yield,” “makeable,” “spread,” “premium” — Lookato knows your G&J terms and uses them consistently across every query.

Shareable Reports

Export customer offering sheets, board review packs, and management reports as beautifully formatted PDFs with full conversation context.

Why diamond and jewellery
manufacturers trust Lookato

Every operations intelligence tool can answer questions. Only Lookato proves the answer is right — with governed metrics, evidence for every answer, and regression testing that catches drift before your team does. 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.

Versioned definitions with approval workflow
Deterministic compiler — formula, not vibes
Three-step enforcement: resolve, inject, validate

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.

Yield % (governed, v1) · Production Mart · 3 min ago · Verified
Business view for everyone, analyst view for power users
Persisted with every message — survives reload

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.

15 seed questions per vertical, adversarial synonyms included
Drift detection: dataset, formula, dimensions, filters
Baseline approval workflow — no accidental certification

Live in under a month.
We handle the integration.

01
Connect your ERP
Point Lookato at your Trybe, Ornix, or existing ERP. Our team handles the integration — no engineering help needed on your side.
02
Your data syncs live
Every inventory move, every polishing record, every sale — reflected in real-time. Historical data loads automatically on first connect.
Live · Sub-second freshness
03
Ask in plain English
Type what you want to know. Lookato understands your intent, translates it to a validated query, and returns results — with the right visualization.
04
Share and act
Pin reports for daily standups, alert sales when a top customer goes quiet, schedule production review when orders are at risk, share customer P&L with management.
Alerts Dashboard PDF

How Lookato G&J compares

CapabilitySpreadsheetsGeneric BIAI ChatbotsLookato G&J
Built for G&J operations
Real-time updatesSometimesDepends
Same answer every timeNo
Governed metric definitionsManualNo
Shows proof for every answer
ERP integration (Trybe, Ornix)ManualCustom buildDIYNative
Industry benchmarksComing soon
Mobile for shop floor
Vendor that knows the industryN/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 tracking, designer profitability, order pipeline. From karigar output to finished piece — one view.

Diamond Trading

Inventory turnover, customer profitability, memo aging. Real-time P&L on every parcel and every customer.

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.

10+ years
building data software for G&J
Surat
founded in the world's diamond capital
< 1 month
from integration to first governed answer

They asked their operation.
Here's what changed.

★★★★★
"We used to argue about yield numbers in every meeting. Now there's one number, one definition, and proof of how it was calculated. The arguments stopped overnight."
RJ
Diamond Manufacturer Owner
Surat · 200+ employees
★★★★★
"We used to chase customers based on instinct. Now we know which accounts are slipping before they go quiet, and which orders are at risk before they slip."
SM
Operations Head
Diamond Manufacturer · Surat

Your data stays yours.
Full stop.

By the makers of Trybe and Ornix — a decade of securing G&J data.

Data Security

Encrypted in transit (TLS) and at rest. Multi-tenant isolation. Your data never leaves your infrastructure.

Access Control

Role-based permissions at dataset and column level. Secure authentication with configurable policies. Full audit logging.

Compliance

SOC 2 Type II ready. GDPR-compliant data handling. Configurable data retention policies.

See Lookato G&J with your data.

Book a 30-minute demo with someone who knows the Gems & Jewellery industry.