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Chat

Ask anything. Ward routes to the right agent and returns cited answers.

Why did Store 37 miss target last week?

You · 9:42 AM

Schema Scout · routed to Merchandising Agent

I pulled Store 37’s last 28 days against the chain baseline. Two root causes, both compounding.

Signal	Finding
labor_efficiency	Rev/labor-hour −22% vs. cluster, staffing mismatch at 11a–1p peak
inventory.fresh	Fresh fill 83%, backroom replenishment lag at 2–4p
promo.lift	BOGO crackers cannibalized Brand Y by 28%, net category +6%

Recommend: re-baseline Store 37 schedule against true peak, raise replen window to 1p, and review the BOGO before next cycle.

8 parallel queries 3 sources cited confidence 0.92

Show me how to fix the staffing mismatch.

You · 9:43 AM

Labor Agent · drafting schedule diff

Querying labor_scheduling…

› Ask anything, Ward routes to the right agent. Cmd+K

Dashboards

Pinned views built from saved data-lake queries.

+ New dashboard

Revenue vs. forecast +4.2% WoW

Gross margin % −3.2pp

Fill rate, fresh 83%

Shrink, West region +0.8pp

Models

Browse, search, and manage data–lake model definitions for your tenant.

+ New model

Search models…

Name	Namespace	Version
retail_pos_transactions	retail	1.0
retail_inventory_snapshot	retail	1.2
retail_labor_scheduling	retail	1.0
retail_promo_calendar	retail	1.1
retail_supplier_performance	retail	1.0
sap_inventory_shrinkage	sap	1.0
ga4_daily_events	marketing	1.0
meta_ads_ad_level	marketing	1.0

Sources

Connect external systems to the data lake.

+ New source

Search sources…

Name	Type	Last sync
sap_pos_transactions	import	2m ago
sap_inventory_shrinkage	import	2m ago
sap_labor_scheduling	import	14m ago
retail_inventory_weekly	import	1h ago
retail_google_ads_daily	import	1h ago
retail_meta_ads_daily	import	1h ago
retail_ga4_website_daily	import	1h ago

Architecture

Two ways to connect. Federate against your live systems, or ingest into Ward’s data lake. Toggle below.

Federated query Data lake ingest

Your systems · read-only

SAP Retail

Snowflake

BigQuery

Shopify

Toast POS

Ward Gateway

TLS 1.3 · AES-256

Querying live · data stays put

Federated answers

SELECT * FROM sap.pos

JOIN snow.inventory

WHERE store_id = 37

→ insight cards

Ward Data Lake

→ baselined per store

TLS 1.3 in transit AES-256 at rest Read-only credentials SOC 2 II in progress VPC peering · PrivateLink

Pipelines

Move data from sources into models on a schedule.

+ New pipeline

Name	Source	Model	Status	Schedule
sync_sap_pos_transactions	sap_pos_transactions	pos_transactions	enabled	hourly
sync_sap_labor_scheduling	sap_labor_scheduling	labor_scheduling	enabled	daily
sync_sap_inventory_shrinkage	sap_inventory_shrinkage	inventory_shrinkage	enabled	daily
sync_retail_inventory_weekly	retail_inventory_weekly	inventory_weekly	enabled	weekly
sync_retail_google_ads_daily	retail_google_ads_daily	google_ads_daily	enabled	daily
sync_retail_ga4_website_daily	retail_ga4_website_daily	ga4_website_daily	enabled	daily

Streams

Real-time ingestion pipelines.

+ New stream

0events / min

0streams active

0% delivered

• pos.txn store_037, basket $42.18
• inv.move dc_west → store_104
• labor.clock store_022 shift_start
• pos.txn store_211, basket $19.04

Policies

Browse and manage Cedar access policies for your tenant.

+ New policy

TLS 1.3 AES-256 Read-only SOC 2 II

Policy ID	Effect	Resources
merch-read-default	permit	Model::*
finance-read-shrinkage	permit	Model::"shrinkage"
vendor-blocked	forbid	Model::"labor_*"
region-west-only	permit	Tenant::"acme"

Entities

Principals and resources referenced by Cedar policies.

+ New entity

Search UIDs…

Entity UID	Type	Tenant
Tenant::"acme"	Tenant	acme
Model::"sap.pos_transactions"	Model	acme
Model::"sap.inventory_shrinkage"	Model	acme
Model::"sap.labor_scheduling"	Model	acme
Model::"retail.toast_pos_daily"	Model	acme
Model::"retail.ga4_website_daily"	Model	acme

Providers

Manage LLM API keys and the model profiles that use them.

+ New API key

API Keys Model Profiles

Name	Provider	Used by	Created
anthropic-default	Anthropic	3 profiles	Apr 22
openai-default	OpenAI	2 profiles	Apr 22
gemini-default	Gemini	1 profile	Apr 22
ollama-onprem	Ollama	2 profiles	Apr 22

LLM-agnostic. Bring your own key, route per task. No lock-in.

Settings

Manage your dashboard preferences and account.

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Account

NameAdmin

Emailadmin@acme.io

Tenantacme-retail