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Connectors / DynamoDB + Toast
DynamoDB
Toast

Combine DynamoDB and Toast in one place.

Stop juggling conflicting dashboards. Sync DynamoDB and Toast into Definite, model them together, and answer questions across both in one reliable, aligned view.

§ Live with
Use cases

What teams build with DynamoDB + Toast

01
Engagement across DynamoDB + Toast

Both connectors expose engagement data. Definite models them together so you can analyze engagement holistically.

02
Support across DynamoDB + Toast

Both connectors expose support data. Definite models them together so you can analyze support holistically.

03
Sales across DynamoDB + Toast

Both connectors expose sales data. Definite models them together so you can analyze sales holistically.

How it works

From two connectors to one dashboard.

Step 01
Connect DynamoDB

OAuth or API key, then Definite pulls DynamoDB on an hourly (or faster) schedule with native CDC.

Step 02
Connect Toast

Same drill for Toast. Row-level security and schema history are on by default.

Step 03
Model them together

Join DynamoDB and Toast on shared keys, define your metrics once, and reuse them everywhere — one source of truth.

Step 04
Dashboard and ask Fi

Build charts in minutes, or ask Fi in plain English. Every answer cites the underlying model.

§ Shared domains · scroll to explore

Find truth in DynamoDB × Toast
data.

3 shared domains — engagement, sales, and support. Definite unifies the overlapping objects so every metric is defined once and traces back to both sources.

01·Domain

Customer Engagement analytics

Gain visibility into the entire customer lifecycle through interaction analysis — track opens, clicks, calls, chats, sessions, events, and meetings to understand engagement patterns, identify at-risk customers, optimize touchpoint timing, and improve customer experience across all channels.

DynamoDBDynamoDB
Change EventTable
ToastToast
Cash ManagementEmployee
02·Domain

Sales analytics

Analyze pipeline health, conversion rates, sales velocity, forecast accuracy, and activity effectiveness to identify bottlenecks, optimize sales processes, improve win rates, accelerate deal closure, and drive predictable revenue growth.

DynamoDBDynamoDB
Change Event
ToastToast
Discount/PromotionMenu Item CatalogOrder
03·Domain

Support analytics

Monitor ticket volumes, resolution times, customer satisfaction scores, and agent performance to identify support trends, optimize resource allocation, improve response quality, reduce escalations, and enhance overall customer service efficiency.

DynamoDBDynamoDB
Item
ToastToast
Cash ManagementEmployeePayment
● Active · unified in Definite
Analytics across DynamoDB + Toast
DynamoDBDynamoDB objects3
Change EventItemTable
ToastToast objects7
Cash ManagementDiscount/PromotionEmployeeMenu Item CatalogOrderPaymentRestaurant/Location
§ Questions, answered

Questions about combining sources.

Definite syncs your DynamoDB and Toast data into secure, managed infrastructure, powered by DuckDB for high-performance analytics. Definite handles encrypted, persistent storage behind the scenes with enterprise-grade security, automatic syncing, and backups.

You get lightning-fast queries, built-in business intelligence tools, and SOC 2–compliant data residency options — all without the overhead or complexity of running a separate warehouse.
Yes. Definite integrates seamlessly with the tools you already use. You can run Python scripts for advanced analysis, query your data directly with SQL, or sync results to Google Sheets and Slack for easy sharing.

Data can be exported in CSV, Excel, or JSON, accessed via the Metrics API, or embedded directly into your product or internal dashboards. Definite makes it simple to connect, automate, and share insights wherever your team works. Learn more about our product features.
Definite includes Fi, our AI data analyst that understands your business data and speaks your language. Fi can explore your connected sources, write SQL, and build charts or dashboards in minutes — turning plain-English questions into real analysis.

Under the hood, Fi uses Definite's semantic models and query engine to interpret context, generate accurate queries, and explain results clearly. The result: faster insights, fewer bottlenecks, and analytics that finally deliver ROI.
Yes. Definite offers a free plan that includes core analytics, dashboards, and AI insights — everything you need to get started. You can upgrade anytime for more data sources, faster syncs, and advanced automations.

Dashboards with DynamoDB + Toast

Accounts receivable dashboardAR balance, DSO, aging, and collection trends in one governed view.View example →Cash flow dashboardOperating cash flow, free cash flow, cash balance, burn rate, and runway in one governed view.View example →Chargebee accounts receivable dashboardAR balance, DSO, aging, and collection trends in one governed view.View example →Chargebee ecommerce dashboardOrders, GMV, AOV, net revenue, and refund rate in one view.View example →Chargebee executive dashboardARR, pipeline coverage, net revenue retention, and gross margin in one governed view.View example →Chargebee financial dashboardRevenue, margin, burn, and runway in one view.View example →Chargebee revenue dashboardMRR, ARR, gross and net revenue, and margin in one governed view.View example →Chargebee saas metrics dashboardARR, MRR movements, net and gross revenue retention, churn, and per-account economics in one view.View example →Ecommerce dashboardOrders, GMV, AOV, net revenue, and refund rate in one view.View example →Executive dashboardARR, pipeline coverage, net revenue retention, and gross margin in one governed view.View example →Financial dashboardRevenue, margin, burn, and runway in one view.View example →Hubspot kpi dashboardRevenue, retention, bookings, pipeline coverage, and marketing return in one view.View example →Kpi dashboardRevenue, retention, bookings, pipeline coverage, and marketing return in one view.View example →Pipedrive kpi dashboardRevenue, retention, bookings, pipeline coverage, and marketing return in one view.View example →P&l dashboardNet revenue, COGS, operating expenses, net income, and EBITDA in one governed view.View example →Quickbooks accounts receivable dashboardAR balance, DSO, aging, and collection trends in one governed view.View example →Quickbooks cash flow dashboardOperating cash flow, free cash flow, cash balance, burn rate, and runway in one governed view.View example →Quickbooks p&l dashboardNet revenue, COGS, operating expenses, net income, and EBITDA in one governed view.View example →Quickbooks runway dashboardBurn, cash, runway, and margin in one view.View example →Revenue dashboardMRR, ARR, gross and net revenue, and margin in one governed view.View example →Runway dashboardBurn, cash, runway, and margin in one view.View example →Saas metrics dashboardARR, MRR movements, net and gross revenue retention, churn, and per-account economics in one view.View example →Salesforce kpi dashboardRevenue, retention, bookings, pipeline coverage, and marketing return in one view.View example →Shopify ecommerce dashboardOrders, GMV, AOV, net revenue, and refund rate in one view.View example →Stripe accounts receivable dashboardAR balance, DSO, aging, and collection trends in one governed view.View example →Stripe executive dashboardARR, pipeline coverage, net revenue retention, and gross margin in one governed view.View example →Stripe financial dashboardRevenue, margin, burn, and runway in one view.View example →Stripe revenue dashboardMRR, ARR, gross and net revenue, and margin in one governed view.View example →Stripe saas metrics dashboardARR, MRR movements, net and gross revenue retention, churn, and per-account economics in one view.View example →Unit economics dashboardCAC, LTV, LTV:CAC, ARPA, and gross margin in one governed view.View example →Xero accounts receivable dashboardAR balance, DSO, aging, and collection trends in one governed view.View example →
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