Retail context product

Turn shopper intent into a profitable promise.

Connect product, price, promotion, inventory, shopper, order, fulfillment, return, supplier, and margin context in the moment.

01Reduce stock and promise failures
02Convert with relevant choices
03Protect fulfillment margin

Outcome story · Availability promise

The shopper wants it today. Can you promise it profitably?

Bodhi combines the exact variant, eligible price, live availability, shopper consent, capacity, delivery promise, fraud policy, and expected margin.

Shared contextProductPriceAvailabilityShopperOrderFulfillReturnSettle
Decision package
  1. ResolveIdentify the right product, shopper, channel, location, and fulfillment intent.
  2. PromiseCheck inventory, reservations, transfers, capacity, delivery, and substitution options.
  3. ActReserve the best node, protect margin, monitor exceptions, and preserve the evidence.

Retail outcomes

Carry context from discovery to fulfillment and margin.

01

Product discovery

Resolve variants, attributes, compatibility, content, and supplier facts.

PIM · DAM · catalog
02

Price + promotion

Apply eligibility, campaign, coupon, markdown, and margin rules together.

Pricing · promotion
03

Availability promise

Use store, DC, reserved, in-transit, and capacity context.

OMS · WMS · inventory
04

Unified fulfillment

Choose ship, pickup, transfer, delivery, split, or substitution.

OMS · TMS · stores
05

Returns + recovery

Connect the order, payment, policy, fraud, disposition, and refund.

Returns · payments
06

Margin + reconciliation

Trace discount, tax, fee, payout, supplier funding, cost, and GL.

Settlement · finance

Why BodhiContextAI

Give agents the right context—and prove why it was right.

We are building the operating layer that structures complex business, customer, product, operational, and financial knowledge—making AI agents accurate, contextual, and directly useful for every permitted persona.

01

Real-time, hybrid truth

Route across SQL, keyword, semantic, graph, and live API context, kept current through events and CDC.

02

Role-bound MCP access

Expose context and tools through MCP so agents exchange evidence and act only within role, purpose, and permission.

03

Auditable improvement

Learn from feedback and corrections while preserving every delta, source, decision, evaluation, and action.

04

Deploy where you govern

Run cloud-native with us or inside your cloud, close to the systems that remain authoritative.

Which retail decision needs live context?

Map the first workflow