Tactical Edge
Amazon Quick industry solutions

Explore how Amazon Quick can support faster, governed work.

See how Quick uses agentic workflows to connect enterprise data, reason over operating context, recommend next actions, generate useful work products, and route approvals. The examples cover manufacturing, sales and marketing, advertising, media, financial services, banking, insurance, retail, health insurance, and healthcare operations.

Request a Quick POCExplore workflows

Customer value

One Quick workflow pattern, many measurable outcomes.

Cost per case

Compare manual research, repeat reporting, duplicate data entry, and coordination effort with today's process.

Cycle time

Measure the time required to assemble summaries, recommendations, and tasks.

Decision quality

Check recommendations against customer data, policies, benchmarks, and operational signals.

Automation quality

Track approvals, exceptions, errors, and rework for retrieval, reasoning, task routing, and drafting.

Connect

Bring together documents, operational data, dashboards, CRM, data lakes, S3 assets, and business systems.

Reason

Quick agents ground answers in approved sources, compare signals, and explain the recommendation in business language.

Act

Users ask for analysis, next-best actions, briefs, customer responses, dashboards, tasks, and scheduled updates.

Govern

Approval gates, human review, audit history, role-based access, and policy checks keep automation controlled.

Cost per case

Compare manual research, spreadsheet work, briefing preparation, and coordination effort with the current baseline.

Time to decision

Measure the time from a business request to a sourced answer, impact summary, and recommended next action.

Team effort

Track the work required to produce a brief, dashboard, task list, or customer response across the tools involved.

Automation quality

Track accuracy, policy exceptions, approval time, and rework as the workflow retrieves information, routes actions, and prepares briefings.

Interactive workflow preview

Explore what a Quick workflow can produce.

Choose an industry workflow, adjust the business prompt, run Quick, and review the metrics, recommendations, artifacts, and governance steps it can generate.

This interactive preview uses fictional names and data. In a pilot, we connect your sources and measure the workflow against your starting baseline.

Current run

Manufacturing: Quality & Throughput

80% configured for a focused Quick POC

Governance gates

Business prompt

Sample data: synthetic enterprise systems, operational signals, documents, policies, and workflow history.

Primary value

Yield lift

Data sources

5

AWS fit

IoT + Quick

Yield risk

7.4%

line 3 above threshold

Downtime avoided

11 hrs

predicted this week

Action latency

Minutes

from logs to briefing

Quick value summary

Quick correlated inspection defects, line telemetry, work orders, and maintenance history to identify where quality drift is reducing throughput and what operators should change first.

  • Inspect feeder calibration on line 3 before the next high-volume run.
  • Move two preventive maintenance tasks forward because defect spikes follow bearing temperature variance.
  • Brief operators on the three defect patterns most associated with scrap this week.

Brief

Shift briefing

Line 3 is showing quality drift tied to feeder calibration and bearing temperature variance. Prioritize setup verification before batch A17.

Task

Maintenance action

Create work order: inspect feeder assembly and review bearing temperature trend for Line 3 before 06:00.

Dashboard

Yield-loss dashboard

Scrap by line, defect category, downtime reason, maintenance correlation, and forecasted production impact.

1/3 governance gates complete

Core Quick outcomes

Three Quick workflow concepts to test with your team.

Each concept pairs a workflow with the inputs, review steps, and measures your team can evaluate in a pilot.

UC1

Reduce Manual Work with Agentic Workflow Automation

"High-volume teams lose time searching across systems, summarizing records, and preparing the same operational updates by hand."

Measures to test: labor time per case, number of handoffs, turnaround time, and execution consistency.

What Quick does

Quick connects to trusted enterprise sources, understands the business request, retrieves relevant context, and uses agents to create the summary, recommendation, task list, and action-ready artifact.

How the workflow is configured

Connect documents, dashboards, CRM, operational systems, data lakes, and S3. Configure agent instructions, policy checks, approval gates, and reusable workflow templates.

Where it helps

Business teams with high-volume knowledge work: operations, service, sales, marketing, claims, retail, plant operations, and patient access.

Example business prompt

Review the latest records, identify the highest-value issue, recommend next actions, and create a manager-ready brief with tasks and approval steps.

Manager briefRecommended actionsWorkflow tasksCustomer updateApproval-ready packet
UC2

Improve Decision Speed with Grounded Recommendations

"When data assembly and decision handoffs take too long, the business opportunity moves before the next action is clear."

Measures to test: decision cycle time, analysis backlog, rework, and use of connected data.

What Quick does

Quick monitors the relevant metrics, compares them with benchmarks or policy thresholds, explains what changed, and recommends the next best action with supporting evidence.

How the workflow is configured

Connect operational KPIs, customer history, financial signals, service records, and BI data. Define thresholds, escalation logic, decision rules, and briefing schedules.

Where it helps

Teams that need timely decisions across revenue, operations, claims, service, supply chain, risk, staffing, or customer experience.

Example business prompt

Find the biggest performance gap, explain the likely cause, compare the estimated time or cost impact, and recommend an action with its supporting assumptions.

Performance alertBusiness impact summaryNext-best actionOwner assignmentScheduled briefing
UC3

Governed Execution with Human Approval

"Automation needs controls, auditability, and responsible review before actions reach customers, operators, or regulated workflows."

Measures to test: reviewer effort, policy exceptions, error rate, and workflow consistency.

What Quick does

Quick turns analysis into action through governed agentic workflows: draft the output, check it against business rules, route it to the right reviewer, and preserve the approval history.

How the workflow is configured

Configure role-based access, source grounding, approval steps, audit history, compliance checks, dashboards, and scheduled updates to the team.

Where it helps

Regulated or operationally sensitive teams that need AI assistance without losing control over policy, brand, compliance, safety, or customer communication.

Example business prompt

Generate the recommended customer or operator response, identify policy risks, route the task for approval, and schedule a weekly performance summary.

Policy-checked responseApproval taskAudit trailExecutive summaryWeekly performance report

Value proposition

Quick turns high-cost manual work into governed agentic workflows that produce answers, recommendations, tasks, and approved outputs.

Measurable outcome

Each workflow can produce impact metrics, a recommended action, a generated artifact, an approval record, or a scheduled briefing.

Pilot path

Start with one high-value workflow, three trusted data sources, two approval gates, and a weekly executive or operational summary.

Fast launch path

Start with a focused Quick POC.

Start with one high-impact workflow: connect the core data, configure the agentic workflow, define approval gates, and measure the cost, time, or service improvement.

Request a Quick POC

Scope

Pick workflow

Choose one costly manual process with clear time, cost, or quality impact.

Ground

Connect sources

Ground Quick in the documents, systems, metrics, and policies users already trust.

Configure

Configure agents

Define prompts, tools, business rules, approval gates, and escalation paths.

Validate

Run with users

Test answers, recommendations, artifacts, controls, and the proposed measurement plan.

Pilot

Launch when ready

Start the pilot after your security and business teams review the workflow, controls, and success measures.