Halo AI agents & applications
Ask once. Read the same SKU picture.- Monday reporting
- Top sellers
- Stockout risk
- Replenishment
- Retailer analytics
- + more with Halo AI
Semantic API layer · Halo AI
SKUSIGHT ANALYTICS + HALO AI
See your business clearly.
Bring your sales, inventory, and distribution data together with SKUsight Analytics and Halo AI. Track performance through connected dashboards, understand what drives results, and ask Halo AI what changed, why it matters, and what to do next.
Halo AISKUsight
How can I help with your sales today?
01 / THE INDIAN RETAIL REALITY
Your products cross boundaries.
Your visibility often doesn’t.
A dispatch tells you what you shipped. It cannot, on its own, tell you what is still sitting with a distributor—or what a kirana will run out of tomorrow.
General trade & kiranasDistributor-led fulfilmentModern trade & marketplacesDifferent systems. Different signals.
THE VISIBILITY GAP
03 / Distributor
Approved distributor stock and sales exports show where products are moving, or standing still.
Illustrative flow · coverage depends on approved feeds02 / ONE DECISION LAYER
Keep your systems.
Connect their intelligence.
SKUsight brings the operational picture together. Halo AI makes it useful at the moment a decision needs to happen.
01
Start with what you already use.
Bring approved ERP, DMS, POS or spreadsheet exports into a scoped diagnostic.
Start with approved exports
CSV / Excel from your operational systems
Shared retail model
Products · Locations · Sales · Stock · Inbound
Halo AI
Evidence · Risk · Recommended action
Automated ERP, DMS, POS, Tally and WMS connections are scoped during discovery. Availability is confirmed per system; these categories are not a list of certified connectors.
HOW THE AI ENGINE WORKS
The SKUsight + Halo AI platform
Drive clearer decisions
Halo AI agent services
- Sales & supply chain
- Demand & orders
- Space & category
Retail knowledge graph
- Product identity
- Pack & alias match
- Universal store ID
- Substitute recommend
Retail data management
- Cleanse
- Standardize
- Enrich
- Catalog
All data integrations
- POS
- ERP / Tally
- DMS
- Marketplace
- Distributor stock
- Sample CSV
03 / TRY HALO AI
Upload a sample.
Then ask Halo AI.
Open Try Halo AI on its own page. Upload any sample file, wait while Halo AI reads the rows, then ask. Answers come from that file only.
CSV or Excel. Halo AI answers from the file you brought — not a canned scenario.
Open Try Halo AI04 / TRUST IS PART OF THE DESIGN
Share the signal.
Keep control of the source.
Start with the fields needed for the agreed problem. Define permissions, retention and access before connecting your own data.
Choose what crosses the boundary.
Try the permission model below. These switches illustrate a proposed field policy; they do not change a live connection.
People approve the action. The public demo never writes to an ERP or raises a purchase order.
Agree the access model. Review tenant separation, roles, retention and audit requirements with your IT team.
On-premise filtering. SKUsight Edge is a roadmap concept, subject to validation and availability.
05 / START SMALL. MEASURE CAREFULLY.
One region. One problem.
Your own evidence.
Move from a public demo to a scoped diagnostic, then a controlled pilot. Define success before expanding.
01 / Demo
Explore synthetic data
Ask Halo AI and test a recommendation without connecting anything.
02 / Own data
Check data readiness
Agree the minimum exports, map fields and review data quality.
03 / Pilot
Test with your team
Choose locations and SKUs. Keep recommendations human-approved.
04 / Production
Expand with evidence
Review actual outcomes, permissions and connector reliability.
Bring product, location, sales, inventory and inbound exports.
Measure availability, excess stock and action outcomes against an agreed baseline.
SKUSIGHT + HALO AI
See sooner.
Decide better.
Lose less.
Bring us one inventory problem.
Let’s see what your data can reveal.