Skribe — Law. DONE. | FairPlane — Claims. DONE. | UNOY — Work. DONE.
Comparison · Three Paths

UNOY is not an AI application. It is infrastructure.

Self-Operate. Build Together. Get It Done. Every other AI offers only one of these, usually “Tool”. UNOY offers all three in one architecture, interchangeable per matter.

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Three paths, not one
UNOY OS architecture, from intake through orchestration to accountable delivery

§ 01b · Three Paths as USP

What no competitor can do.

Other AI providers force you into one mode. UNOY lets you choose, per matter, per maturity level, per team.

Path 01 · Delivery

Get It Done

MATTERSKRIBE-PARTNEROUTCOMEHANDOVER / OUTCOME ACCOUNTABILITY

Get it done.

You hand over matters, we deliver finished work products, with outcome accountability.

Path 02 · Co-Build

Build Together

U+ITUNOYYOUR TEAMBUILD WORKSPACE / KNOWLEDGE TRANSFER

Build together.

UNOY + your team build the workflow in the Build Workspace; at the end, you operate it yourself.

Path 03 · Self

Self-Operate

BUILDING BLOCKSBUILD VISUALLY / NO DEVELOPERS

Self- operate.

Maximum control, your own pace. Switch to Co-Build or Delivery at any time.

Modal flexibility is itself the competitive advantage. No other provider combines all three paths.

Who bears accountability when the outcome is wrong?

Copilot assists. Harvey researches. ChatGPT responds. None of them bear accountability for the outcome.

UNOY is different: not an assistant, but a delivery system. UNOY takes the matter, processes it, and delivers the outcome. In the delivery model with accountability through certified partners.

The core difference is not features or speed. It is: who bears accountability for the outcome?

§ 02 · Five Categories

What UNOY does differently.

When you compare UNOY with established categories, chatbot, copilot, workflow automation, outsourcing, legal AI, it becomes clear: UNOY is not the successor to any of these categories. UNOY combines their strengths and gives you three paths for deploying the system.

01 · vs Chatbot

UNOY OS vs. Chatbot

CHATBOTrespondsUNOY OSexecutes

vs Chatbot.

UNOY OS executes matters.

02 · vs Copilot

UNOY OS vs. Copilot

COPILOTassists individualsUNOY OSROLEREVIEWAPPROVE

vs Copilot.

UNOY OS structures work via roles and approvals.

03 · vs Workflow

UNOY OS vs. Workflow

WORKFLOWfollows rules onlyUNOY OSOSRULESKISKILLSKNOWLEDGE

vs Workflow.

UNOY combines rules with AI, skills, knowledge.

04 · vs Outsourcing

UNOY OS vs. Outsourcing

OUTSOURCING?opaqueUNOY OSSELFCO-BUILDDELIVERY

vs Outsourcing.

UNOY: You choose the mode. Workflow, audit, handover always transparent.

05 · vs Legal AI

UNOY OS vs. Legal AI

LEGAL AIresearch onlyUNOY OSMATTERSELFBUILDSKRIBE

vs Legal AI.

UNOY: Law firms choose per matter: research independently, build together, or have Skribe deliver.

06 · Drei Wege

You choose the mode

1SELF2BUILD3DONEONEMATTERMODAL FLEXIBILITY / SELECTABLE PER MATTER

Three paths.

UNOY adapts to your maturity level; other tools force you into their single mode.

Against the tools you will use to compare UNOY.

01 · Microsoft

Copilot

AI agents in M365. Copilot Cowork, Studio, Workflows, but generic. No domain system, no outcome accountability.

02 · Legal AI

Harvey

Workflow Agents, Vault, Knowledge, powerful for legal. But: drafts, not finished work products. No outcome accountability.

03 · OpenAI

ChatGPT & Codex

Agent Mode, Memory, Custom GPTs. Codex for developers. Universally capable, but no domain rules, no audit trails.

04 · Anthropic

Claude & Cowork

Strong AI model with Cowork, Word plugin, and Agent SDK. Generates drafts; UNOY delivers finished work products at the Word XML level.

05 · Legal AI

Legora

$5.6 bn valuation. Workflows, Word Add-in, Tabular Review, strong for law firms. Legal only, no outcome accountability.

06 · No-Code

Bryter

No-code platform for legal engineers. Workflows, BEAMON AI, Hybrid Agents, strong for intake apps. No outcome system.

07 · Legal AI

Libra

AI Workspace for lawyers (Wolters Kluwer). Agentic Chat, Legal Research, document review. Strong for attorney productivity, assistance, not autonomy.

08 · Legal AI

Noxtua

Europe's sovereign legal AI. Research, Understanding, Drafting with exclusive publisher content (C.H.BECK, MANZ). €81 million Series B, research AI, no outcome system.

09 · Legal Agents

Flank

Supervised agents for enterprise legal (Berlin). NDAs, redlining, contract negotiation via Outlook and Teams. Legal contracting only; review stays with your own legal team.

Eight dimensions in which UNOY is better.

The most significant differences are not in the details, but in the fundamental architecture, starting with how many delivery modes are available. Per dimension: what UNOY does, what the other eight do.

01 · Delivery Mode

One mode, or three?

Other AI providers are locked into one mode: tool, employee, operating system. They force you into their division of labor. UNOY is built as a modal platform; you choose per matter, per maturity level.

UNOY

Three paths, in one platform

Self · Co-Build · Delivery. Interchangeable per matter. Start with Self, switch to Co-Build, hand strategic matters over to Delivery.

8 andere Tools
Copilot · tool/employee only
Harvey · employee only
ChatGPT · tool only
Claude · tool only
Legora · employee only
Bryter · OS only
Libra · employee only
Noxtua · employee only

The delivery or co-build model is usually not offered at all, or only as an external consulting project.

02 · Outcome Accountability

Who takes accountability for the outcome?

Every other tool operates on the principle: "You use the output at your own risk." UNOY is the only platform that stands behind the outcome.

UNOY

Yes, delivery partner

Skribe lawyers and certified partners take accountability for the finished outcome. You receive output, not just suggestions.

8 andere Tools

All: No. Tools deliver output; nobody guarantees it.

Copilot · Harvey · ChatGPT · Claude · Legora · Bryter · Libra · Noxtua

03 · End-to-End-Workflow

One platform, or ten separate steps?

Other tools deliver building blocks: research here, draft there, review elsewhere. UNOY is the entire matter.

UNOY

Intake → Outcome

One platform from capture through processing to delivery. No copy-pasting between tools, no gaps.

8 andere Tools
Copilot · Einzel-Aktionen
Harvey · Recherche + Draft
ChatGPT · Chat / Agent
Claude · Cowork-Tasks
Legora · KI-Workflows
Bryter · App-Plattform
Libra · Einzelne Schritte
Noxtua · Research → Drafting

04 · Domain Data Model

Generic, or your reality?

Most tools operate with their own data model; you adapt your reality to fit. UNOY inverts this: your rules, your structures, your domain terminology.

UNOY

Your matter, your rules

You define the data model. UNOY adapts to your domain, not the other way around.

8 andere Tools
Copilot · Microsoft Graph
Harvey · Legal Corpus
ChatGPT · Generisch
Claude · Generisch
Legora · Dokumente (Legal)
Bryter · Legal / Compliance
Libra · Wolters Kluwer
Noxtua · C.H.BECK / MANZ

05 · Word-Dokumente

Add-in or real XML?

Others generate Word text via plugins or templates. UNOY works at the Word XML level and respects your corporate identity.

UNOY

Word XML level, CI

Direct access to format, styles, and templates. Your corporate identity is preserved, even across 50,000 documents.

8 andere Tools
Copilot · KI in Word
Harvey · AI drafts
ChatGPT · Datei-Analyse
Claude · Word-Plugin
Legora · Add-in + Playbooks
Bryter · Template-basiert
Libra · Add-in + Chat
Noxtua · KI-Drafting

06 · Audit-Trail

Logs alone are not enough.

Others offer logs, chat history, or citations as traceability aids. UNOY delivers structured, rule-based audit at the matter level, verifiable by auditors and authorities.

UNOY

Structured + rules

Every step: what, when, by whom, under which rule. AI · ruleset · human, every action labeled.

8 andere Tools
Copilot · Logs
Harvey · Zitat-Belege
ChatGPT · Chat-Historie
Claude · Compliance API
Legora · Activity
Bryter · Workflow-Logs
Libra · Chat + Activity
Noxtua · Citations + sources

07 · EU Data Residency

EU-optional or EU-native?

Many offer the EU as an option, but the underlying stack remains US-centric. UNOY is natively EU: built, hosted, and supported from within the EU.

UNOY

EU native

Frankfurt · Vienna. ISO 27001, SOC 2 Type II, ISO/IEC 42001 (AI Management), BSI C5. No US transfers, no exceptions.

8 andere Tools
Copilot · EU possible
Harvey · EU-Instanz
ChatGPT · EU-Option
Claude · US primarily
Legora · EU (Schweden)
Bryter · EU (D)
Libra · EU (EWR), ISO
Noxtua · EU nativ, BSI C5
The Core Question

08 · Division of Labor

Who does the work?

This is the only question that matters. Other providers are tools, employees, or operating systems; you do the work with them. UNOY delivers the finished outcome.

UNOY

#4

Finished outcome

You hand over the matter. UNOY and delivery partners deliver the output. No further effort required from you.

8 andere Tools
Copilot
#2 Employee
Harvey
#2 Employee
ChatGPT
#1 Tool
Claude
#1 Tool
Legora
#2 Employee
Bryter
#3 Operating System
Libra
#2 Employee
Noxtua
#2 Employee

UNOY is the only platform that takes accountability for the outcome, across all eight dimensions.

Assessment as of 2026-07. Sources: vendor websites, public demos, customer interviews.

Four Levels

How far does your AI go?

Every AI system can be placed on a scale, from response to finished outcome. Most providers are stuck at one level. UNOY is the only platform that offers multiple levels simultaneously; you choose per matter.

Low
Scaling
High

#1 · AI as Tool

Human operates tool. AI gives an answer.

You ask a question, you get an answer. No process, no memory, no system. The work stays entirely with you.

#2 · AI as Employee

Human delegates & supervises. AI executes.

AI works on your behalf, researching, reviewing documents, creating drafts. But: you must delegate, supervise, and assemble. Each agent handles one step; you handle the rest.

#3 · AI as Operating System

Human defines goals. AI delegates, executes, and learns.

An OS agent with context, tools, skills, and rules. You build the system; the system works, with a learning loop. But: the outcome still needs to be reviewed, approved, and accounted for.

#4 · Modal Platform

Three paths in one system.

You choose per matter: Self-Operate, Build Together, or Get It Done. UNOY includes Level #3 as Self mode, and goes further: Co-Build with engineers and Delivery through Skribe partners with full outcome accountability.

The Difference

Others give you one answer. UNOY gives you the choice.

Not a feature comparison, but a question: do you want a system that runs in one fixed mode, or one that adapts to your maturity level?

#1 Tool

AI gives an answer

You ask, AI answers. No process, no accountability.

#2 Employee

AI executes steps

AI handles subtasks. You delegate, supervise, and assemble.

#3 Operating System

AI works systematically

OS agent with rules and learning loop. But: outcome still needs to be reviewed.

#4 Modal Platform

UNOY works with you, for you, or instead of you

Self · Co-Build · Delivery. Three paths, one platform. You choose per matter, with audit trail and outcome accountability in delivery mode.

What you should know about the comparison.

What distinguishes UNOY from Copilot, Harvey, and ChatGPT? expand_more

Other AI applications support individual steps, writing, researching, responding, and lock you into their single mode. UNOY offers three paths in one platform: Self-Operate (you build), Build Together (UNOY engineers + your team), Get It Done (Skribe partner delivers the finished work product with outcome accountability). You choose per matter.

What is the difference between an outcome system and an assistant? expand_more

An assistant helps with thinking or tasks, but accountability for the outcome remains with you. An outcome system like UNOY takes the matter, processes it end-to-end, and delivers the finished work result with an audit trail.

What role does EU data residency play in the comparison? expand_more

UNOY runs natively in the EU, GDPR-compliant, in data centres certified to ISO 27001, SOC 2 Type II, and ISO/IEC 42001 (AI Management). Copilot can be pinned to EU regions; Harvey and ChatGPT are primarily US-hosted. For client data, health data, or case files, this is the decisive difference.

What does outcome accountability mean in practice? expand_more

In the supervised model, certified delivery partners review and take accountability for the work result before it goes to the client, customer, or partner. UNOY OS makes this accountability chain a fixed component.

Does UNOY replace my existing tools? expand_more

No. UNOY orchestrates them. Your DMS, CRM, ERP, and Copilot licenses remain; UNOY reads incoming items, processes matters according to your rules, and writes outcomes back into the systems.

Which delivery mode suits me: Self, Co-Build, or Delivery? expand_more

Self suits you when your team wants to operate UNOY OS independently and has the time; maximum control, your own pace. Co-Build suits you when the first workflow is strategic or you want to become productive quickly; UNOY engineers build with your team. Delivery suits matters you do not want to operate yourself; the Skribe partner takes outcome accountability. All three are interchangeable; you can switch per matter or per phase.

The best comparison: a demo.

30 minutes are enough to see what UNOY does differently, with your matter, your data, your question.