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How Duvo compares

The outcome is the product.

Duvo turns reviewed evidence about how work really happens into the outcome your team needs. It also reveals friction, risk, and transformation opportunities, so every catalogue, training guide, improvement plan, migration fact base, or automation is grounded in more than the status quo. Freight audit typically finds 3 to 5% of freight spend before payment.

Shareable process knowledgeSAP and ERPTransformation planningReliable automation
01

Capture the evidence

02

Diagnose the opportunities

03

Deliver the outcome

04

Carry the context forward

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 across process documentation, intelligence, transformation, and automation.

Process and workflow documentation

Scribe

What they already do

Scribe captures user activity and turns it into reusable step-by-step guides. It can help teams document, share, and analyze how work gets done.

Duvo edge

Duvo reconciles walkthroughs, interviews, documents, and system evidence into reviewed context for multiple downstream outcomes.

Scribe is a strong fit when a team needs reusable how-to guides from captured work. Duvo is designed for teams that need to compare different sources and perspectives, agree how a process really runs, then deliver a process catalogue, training, an improvement plan, a migration fact base, or governed automation from that evidence.

Process mining and process intelligence

CelonisSAP Signavio

What they already do

Process mining reads the event logs your systems produce and shows where a process deviates, stalls, or leaks money.

Duvo edge

Duvo captures the work people do on screens that produce no event logs, then reconciles it with the rest of the operating evidence.

Mining tools diagnose from system logs, while much of the real work happens in portals, spreadsheets, emails, and screens that never reach a log. Duvo adds evidence from the people who run the process and makes the reviewed result useful for knowledge sharing, improvement, migration, and automation. Duvo also exports BPMN 2.0 into SAP Signavio, so the result can feed the process tools you already standardize on.

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, files, and human handoffs already in the process, instead of asking teams to adopt a new operating platform first.

ServiceNow and Agentforce govern agents inside broad enterprise platforms. Duvo starts with the live operating process across SAP, portals, files, emails, spreadsheets, and human decisions, then carries that context into governed execution where automation is appropriate.

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 reconciles and analyzes the process evidence, then turns the findings into the selected operational outcome.

Agentic suites industrialize bots and agents on the process you hand them. Duvo first reconciles walkthroughs, interviews, documents, and system evidence, then surfaces the improvement and transformation opportunities inside the process. The selected outcome can range from a roadmap or migration fact base to governed execution with the right checks and approval gates.

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.

AI assistants and copilots

Microsoft CopilotGemini

What they already do

Copilots draft, summarize, and answer questions inside the tools your team already opens every day.

Duvo edge

Duvo builds reviewed operational context that teams can use for knowledge, change, migration, or execution.

An assistant helps the person at the keyboard. Duvo reconciles and analyzes the process around that work, including its decisions, exceptions, evidence, controls, and improvement opportunities. For automated execution, Duvo can operate under scoped permissions and route sensitive writebacks through human approval.

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 combines reusable operating skills with the specific process context your team captures, so operations leaders do not have to start from an empty builder.

Workflow builders help teams assemble automations. Duvo helps operations leaders turn reviewed process evidence into the outcome they need, with reusable skills, queues, evidence standards, approval gates, and outcome ownership available when execution is part of that outcome.

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 teams that need an operational outcome rather than a framework to assemble.

Frameworks help developers build reliable agents. Duvo helps enterprises capture and analyze process evidence, deliver the operational outcome, and carry approved context into system access, operator routing, and audit-ready automated execution.

One fact base, multiple outcomes

Understand the work. Reveal what should change. Deliver the result.

Duvo creates reviewed operating context, analyzes the opportunities within it, and turns the evidence and findings into the outcome the team needs.

Capture

Collect the real evidence.

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

Diagnose

Agree what is true and what should improve.

Compare sources, resolve conflicting accounts, and review the friction, root causes, value, risk, and transformation opportunities with the people who own the work.

Deliver

Turn the findings into the right outcome.

Create a process catalogue, training, an improvement plan, a transformation or migration fact base, or governed automation from the same context.

Reliable automation

Reviewed process context makes automation reliable.

If a team chooses to automate, Duvo turns the reviewed operating model into the control surface for execution. Each 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.

Governed execution

Carry the approved process context into production.

The reviewed process already contains the operating context Duvo needs to run it reliably: queues, approvals, system access, evidence requirements, exception paths, and outcome ownership.

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

Current operating expertise

Our deepest proof today is in retail and CPG.

That is where Duvo has the broadest set of proven operating skills today: category, procurement, supply chain, finance, and compliance work. The product itself is built around process evidence, decisions, controls, and systems that apply across complex enterprise operations.

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 complex enterprises actually have.

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.