How Duvo compares

Compare Duvo when the work is bigger than a workflow.

Built for retail and CPG teams whose work spans SAP, portals, files, and approvals, not just clean SaaS APIs. Duvo maps the real process, then runs governed agents against it.

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Retail and CPGSAP and ERPMapped complianceOn-premise reach

Operating truth

A better process

Compliance by map

Real-stack execution

Vendor and category comparison matrix

Where Duvo fits alongside the platforms you are already evaluating.

The comparison below names the vendor categories directly for buyers and crawlers evaluating Duvo against the current agentic automation market.

Broad enterprise platforms

ServiceNowSalesforce Agentforce

What they already do

ServiceNow and Agentforce have agents, governance, data fabrics, control-plane concepts, and broad enterprise platform reach.

Duvo edge

Duvo works across the SAP, portals, and files retail and CPG teams already use, instead of asking them to adopt a new platform.

ServiceNow and Agentforce govern agents inside broad enterprise platforms. Duvo governs whether supplier, inventory, category, finance, and compliance work follows the mapped retail or CPG process across SAP, portals, files, emails, spreadsheets, and human decisions.

RPA and agentic automation suites

UiPathAutomation Anywhere

What they already do

UiPath and Automation Anywhere can orchestrate bots, agents, APIs, process discovery, governance, and automation execution.

Duvo edge

Duvo maps and improves the process first, then runs agents that do not break when SAP or portal UIs change.

Agentic automation platforms industrialize bots, agents, and systems. Duvo starts with the live process, the better future process, the domain checks, the approval thresholds, and the evidence an operator needs before the work can close.

Integration and agent builders

WorkatoPower AutomateCopilot Studio

What they already do

These platforms can connect apps, build agents, manage actions, govern flows, and orchestrate work across many systems.

Duvo edge

Duvo runs the approvals, SAP writebacks, and supplier evidence needed to finish the work, not just the integration between apps.

Integration platforms move actions across apps. Duvo carries the case through missing data, approvals, SAP or ERP steps, supplier evidence, human review, writeback, and audit-ready closure.

Workflow builders

n8nZapierMake

What they already do

Workflow builders can assemble automations, support AI agents, integrate tools, and include human-in-the-loop patterns.

Duvo edge

Duvo ships with retail and CPG operating skills, so category and supply chain teams do not have to build the workflows themselves.

Workflow builders help teams assemble automations. Duvo gives operations leaders reusable process maps, retail and CPG skills, case queues, evidence standards, approval gates, and outcome ownership.

Agent and workflow frameworks

LangGraphTemporalCrewAIOpenAI Agents SDK

What they already do

Frameworks can provide durable execution, persistence, tracing, tools, handoffs, flows, evals, and human-in-the-loop primitives.

Duvo edge

Duvo is the operations product on top of the agent layer, built for category, supply chain, and compliance teams, not for engineers to assemble.

Frameworks help developers build reliable agents. Duvo helps enterprises decide what those agents should do, give them approved system access, route their work through operators, and prove the retail or CPG process was followed.

Process truth before automation

Most operations teams do not need another blank canvas first.

They need to know how the work really runs, where the process is broken, which exceptions matter, which decisions need approval, and what evidence must exist before the case can close. Duvo starts there, then turns that approved model into agent work.

Capture

Map the live process.

Capture recordings, interviews, documents, system evidence, handoffs, rework loops, and exception paths instead of relying on the written SOP alone.

Improve

Decide the operating model.

Separate routine agent work from redesign, review, escalation, policy gates, commercial judgment, and human ownership before shipping automation.

Run

Run cases against the map.

Turn the process into assignments, queues, tools, evidence checks, approval states, specialist handoffs, writebacks, and audit history.

Mapped-process compliance

The question is not only whether an agent ran. It is whether the work followed the approved process.

Duvo treats the mapped operating model as the contract for execution. A run can carry the case context, allowed actions, missing evidence, approval state, exception route, system writebacks, and operator decision trail.

Approved process map

The target workflow, exception catalogue, system responsibilities, decision thresholds, and human gates become the reference model for execution.

Evidence requirements

Runs can collect files, messages, system checks, screenshots, exported tables, approvals, and decision notes before closing a case.

Exception ownership

When work diverges from the map, Duvo routes to the right queue, specialist skill, or reviewer with context attached.

Audit-ready outcome

The completed case keeps the result, writeback, tool calls, source files, approvals, and decision trail together.

Enterprise agent control for real operations

Operating context is what agents are missing.

Agent frameworks, workflow builders, and automation suites provide important primitives. Duvo packages the enterprise layer around them: operator UI, queues, approvals, mapped process rules, system access, evidence packs, domain skills, and ownership of the retail or CPG outcome.

Case queues and ownership

Human approvals and gates

SAP, ERP, and system access

Files and evidence packs

Schedules and webhooks

Specialist agent handoffs

Policy and operating rules

Replayable run history

Retail and CPG tools and skills

Built with retail and CPG operating skills, not retrofitted onto them.

The platform is designed for the kinds of work category, procurement, supply chain, finance, and compliance teams actually run: replenishment, inventory health, input-cost shifts, supplier discovery, label checks, competitive moves, and SAP-backed procurement data.

Automatic ordering

Forecast-to-order workflows with validation gates for forecast quality, inventory position, supplier constraints, budget, logistics, business rules, and external signals.

Inventory optimization

Network inventory analysis for overstock, understock, stockout risk, dead stock, service levels, days of supply, and prioritized action plans.

Input cost monitoring

Commodity and raw-material monitoring for dairy, bakery, produce, proteins, beverages, and household categories, tied back to supplier prices and contracts.

Grocery should-cost

Bottom-up cost models for dairy, bakery, pastry, snacks, confectionery, and frozen products using materials, conversion, packaging, logistics, and supplier margin.

Supplier discovery

Scouting for emerging grocery and CPG suppliers using trend signals, brand research, assortment fit, novelty, and distribution readiness.

Regulatory compliance

Food label, allergen, nutrition, additive, market-entry, and health-claim checks across EU, US, UK, Switzerland, Canada, Australia/New Zealand, and GCC rules.

Competitor intelligence

Retail competitor monitoring across promotions, assortment, private label, launches, digital activity, and market signals.

Case handover

Escalations to category managers, buyers, finance reviewers, compliance owners, and supply-chain specialists with the source evidence attached.

System reach

Duvo can work through the stack retailers actually have, not only clean SaaS APIs.

When a process depends on SAP, on-premise SAP, SAP S/4HANA, legacy ERP, files, supplier websites, private network tools, or Windows desktops, Duvo can combine connectors, browser automation, remote desktop control, SSH/VPN paths, and human approval gates under one governed case.

SAP and ERP

On-premise SAP ECC, SAP S/4HANA, SAP Business One, NetSuite, Oracle Fusion, Microsoft Dynamics 365, Business Central, and other ERP-backed operating systems.

On-premise and private systems

Customer-network paths such as VPN-backed browser access, SSH jump hosts, RDP, and desktop automation for controlled work in private or legacy environments.

SAP data and UI paths

Use SAP table, CDS view, RFC/BAPI, or Fiori browser workflows when those are the access routes the customer provisions.

Data, files, and collaboration

Snowflake, BigQuery, Databricks, Excel, Google Sheets, SharePoint, OneDrive, Google Drive, Outlook, Gmail, Slack, and Teams.