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UNOY OS · Co-Build · Builder Journey

You know the matter. We build it with your team.

Co-Build: UNOY engineers and your team build the workflow together. In the build workspace, with knowledge transfer, with productive results.

Matter in. Result out. You bring the subject-matter expertise about your recurring matter. UNOY brings UNOY OS, the builder journey, and the engineering practice. In the end the workflow belongs to you: data, skills, approvals, versioning, and audit trail. You operate it yourself.

Prefer to hand it over completely? Have it done. Prefer to start yourself? Operate yourself.

How we build together Request Co-Build workshop
Build · Stage · Release · Operate
UNOY workflow with database operations: Start, CheckData, SELECT/INSERT/UPDATE
Build · Stage · Release · Operate
U

Matter #2451 · GDPR inquiry

Client: Müller GmbH · received 14:32

Deadline: 14 days · remaining 12 days

Review: mandatory data complete · master data OK

AI draft: 3 RAG sources · disclosure skill v3.2

Approval role: data protection officer (open)

Record outcome + audit trail

Check this matter against the UNOY building blocks.
Four building blocks identified
4 of 4 active
1 Rules · GDPR workflow v3.2
2 AI · Disclosure skill loading
3 Knowledge · Client + RAG

§ 02 · Core concept

A prompt answers. A matter is executed.

Prompting is sufficient for individual answers. Recurring work requires more: intakes, rules, decisions, roles, approvals, and logs. UNOY OS turns expert work into a developable system, built on four building blocks.

01 · Rules — for structure

Workflows define what must happen: intakes, reviews, decisions, approvals, versioning. They ensure repeatability and clear paths.

Understands language, documents, emails, context, and variants. COIA orchestrates function calls. AI remains the tool; the workflow remains in charge.

Skills carry playbooks, tone, and review rules. Databases hold structured client, file, and deadline data. RAG pulls citable sources.

Roles, approvals, audit trail, versioning, rollback. A draft becomes an approved matter. Reproducible and auditable.

A chat can answer. UNOY OS can execute work.

§ 03 · Builder Journey

From idea to operation.

A productive workflow does not emerge in one step. UNOY OS guides teams through a clear builder journey: structure, model, build, reason, connect, orchestrate, and operate.

Builder journey in 7 steps

Organize → Model → Design → Reason → Connect → Orchestrate → Operate.

Organize Model Design Reason Connect Orchestrate Operate

01Organize

Workspace. Project. Environment.

Define workspace, project, and environment. Separate build, staging, and production so development is possible without risk to live operations.

MY UNOY workspace with projects and separated environments

02Model

Structure data.

Structure data and inputs. Define tables, fields, relationships, and validations so workflows operate with reliable context.

Structured UNOY database with columns and types

03Design

Build workflow visually.

Build the workflow visually. Capture the matter, apply rules, derive decisions, create results.

UNOY workflow in the designer, built visually

04Reason

Document know-why.

Record why rules, paths, thresholds, and exceptions were built this way. This keeps the workflow transferable and auditable even years later.

Know-why tab documenting standard, date, and rationale per workflow

05Connect

Connect systems.

Connect systems. Integrate email, documents, databases, APIs, CRM, DMS, M365, or specialist software.

COIA settings with tools and integrations for connecting systems

06Orchestrate

Workflow as COIA function.

Make the workflow available as a COIA function. COIA recognizes the task, sets parameters, and starts the appropriate flow.

COIA workflow as a callable COIA function

07Operate

Test, approve, operate.

Test, approve, publish, and monitor. Every run remains traceable, with version, audit trail, and rollback option.

UNOY workflow versions: testing, approval, audit trail, and rollback per run

§ 04 · The three core building blocks

Workflows. Skills. Data.

In the Self and Co-Build model, teams build with three core building blocks. Each building block has a clear role. All three together carry the matter.

For all further building blocks: View Knowledge Base →

Building block 1 · Workflows

GDPR disclosure · v3.2

1 Capture intake
2 Verify required data
3 AI draft + RAG
4 Approval role DPO
5 Outcome + audit trail

Workflows — structure for work.

Define which steps happen in which order. Auditable and versionable.

Building block 2 · Skills

Skill library · 14 active

v3.2 GDPR review
v2.1 Flight delay · EU 261/2004
v1.8 ESG assessment
v1.0 Contract clause review
Versioned · Audit-ready

Skills — knowledge, versioned.

Playbooks, tone, review rules, clause logic. Multiple skills feed into one workflow.

Building block 3 · Databases

Members DB · 14,291 entries

ClientFileDeadline
Miller LLC#284714 days
Esterer GmbH#291242 d.
Meyer Parkett#305589 d.
Structured · auditable

Databases — structured.

Files, matters, deadlines, audit. COIA reads and writes in a controlled manner. No hallucination.

U

Workflow · GDPR disclosure

1. Capture intake · email + attachments

2. Verify required data · client, deadline

3. Query member DB · master data

4. [AI node missing]

5. Approval role data protection officer

6. Record outcome + audit trail

Create response draft · insert after step 3
W Workflow · DSGVO-Auskunft.wf
+

Node suggestions

3 available

1 Magic node · AI draft ^

COIA drafts the disclosure response with GDPR RAG sources and house-form template.

2 Side node · Manual input
3 Goto node · Escalation

Workflow Designer

Build workflows visually. Execute with control.

The workflow designer maps real expert work: capture the matter, apply rules, derive decisions, create results. Each node has a clear task so the flow remains traceable.

Create nodes with AI

UNOY suggests missing nodes based on context. A workflow sketch becomes a complete process with magic, page, goto, and target nodes in the right sequence.

Map variables

Data flows between nodes without code. UNOY recognises types, suggests matching variables, and checks consistency.

Embed skills and sources

One click is enough: existing skills, databases, or RAG sources are attached to magic nodes. Without API code, without custom development.

§ 07 · COIA orchestration

Workflows become executable capabilities.

A workflow becomes powerful when COIA can invoke it. A user asks in natural language. COIA recognises the matter, loads the matching function, sets parameters, calls it, returns the result.

COIA · function call running GPT-4o · v2.1
"Create a file from this email and prepare the response."
1 Recognize matter · create file + draft response COIA
2 Load skills · disclosure skill v3.2 Function
3 Set parameters · from email data Function
4 Execute workflow · DSGVO-Auskunft Workflow
5 Response returned · with source reference Result

Matter · COIA function call

User in language. COIA in action.

A user describes a matter freely. COIA recognises the intent, loads the matching workflow functions, sets parameters from context, and returns the result.

AI remains the tool. The workflow remains in charge.

§ 08 · Governance

Building also means signing off.

UNOY OS is built for regulated and accountable work. Four building blocks turn every matter into an auditable, signed-off step.

01 · Stage pipeline

Build v3.2 stable
Stage v3.3 RC
Prod v3.2

Build · Staging · Prod.

Three environments, clearly separated. No step goes live without a test in stage.

02 · Roles & approvals

SK S. Kraus · Handler
MV M. Vogl · Approver
CT C. Tang · Auditor

Roles & four-eyes.

Handling, approval, and audit separated. Anchored in the workflow.

03 · Audit-Trail

14:32:08
SK · Intake recorded
14:32:14
COIA · v2.1 · Classified
14:42:51
MV · Approved

Audit-Trail.

Every step with timestamp, actor, source, model version. Reproducible.

04 · GDPR & EU residency

EU
Frankfurt / Vienna
High availability
GDPR compliant
No training use

GDPR & EU residency.

Data in EU data centers. AES-256, TLS 1.3. Contractually no training use.

§ 09 · Result

An idea becomes an operable workflow.

The result is not a prompt or loose automation, but a productive workflow that is repeatable, auditable, and ready for handover.

Output 01 · Build & Release

Workflow · v3.2

v3.2 Production · since 02.03.
v3.3 Staging · 12 tests
v3.4 Build · in development

Versioned & traceable.

Build, staging, and production are clearly separated. Subject-matter experts understand the logic and continue building.

Output 02 · Callable

COIA function active

Chat · Trigger · Formular · API
+ CRM · DMS · ERP verbunden

Callable & connected.

Workflow as a COIA function. From chat, trigger, form, or API. CRM, DMS, ERP connected.

Output 03 · Handover-ready

Audit-Pack · Run #2451

Audit log · 12 events
Model versions recorded
Handover doc v1.0
Co-Build → transferable to Self

Auditable & handover-ready.

Every step logged. What is built in Co-Build or Delivery can later be handed over to Self.

§ 11 · Next step

Build the first workflow together.

Bring a specific recurring matter: a request, a contract template, a review, a report, a claim. Matter in. Result out. In the Co-Build workshop we model the builder journey together. Your team leaves the workshop with the first productive workflow.

Request Co-Build workshop Prefer to start yourself Prefer to have it delivered →

Workshop in Vienna · Hybrid possible · GDPR · EU hosting