1 / Data
In this document02
Free assessment
How AI-ready is your business?
8 questions, 2 minutes — with instant, personalised results. Find out where your company stands on the AI adoption journey and what the logical next step is: building foundations, targeted integration, or complex AI solutions.
The check is completely anonymous — your results are never sent anywhere.
1 / 8
2 / Processes
How many repetitive, manual processes are part of daily operations?
3 / Customer queries
How do you handle incoming customer questions?
4 / Systems
How easily can your existing systems be integrated (APIs)?
5 / Team
Does your team use AI tools in their work?
6 / Data protection
Where does your company stand on GDPR and data privacy awareness?
7 / Leadership
How much does leadership support digitalisation and AI?
8 / Goals
Do you have measurable goals (KPIs) for your development projects?
The check is completely anonymous — your results are never sent anywhere.
Your result
0%
Self-assessment score
—
This is a self-assessment: the percentage is your share of the available questionnaire points. It is not a validated maturity benchmark or a prediction of return on investment.
Our personalised recommendations:
The check is completely anonymous — your results are never sent anywhere.
01 / Background
What the check measures — and what to do with your result
The eight questions help start a discussion about data, processes, systems, team readiness, privacy, leadership support and measurement. The bands are internal questionnaire categories, not an industry benchmark.
Foundation Builder (0–40%)
Start by strengthening the basics: digitising data and automating the most repetitive processes. Priorities should be chosen after measuring the current process.
Process automation →Up-and-Comer (41–70%)
Solid foundations, untapped potential. A focused pilot can test the value of chatbots, document processing or recommendation tools.
AI integration →Frontrunner (71–100%)
Your answers suggest foundations worth examining in a pilot. Readiness for a specific AI solution still needs a technical and data review.
Complex AI solutions →Let's build
Have a project in mind?
Let's talk about how we can make it happen — the first consultation is free.
projects / atlas.workspace
Project Atlas
06 / REAL PROJECTSLook behind the interfaces. Explore the solutions, inspect real screenshots and put two projects side by side.
6 projects
Choose up to two to compare.Client project
KGC-Bérlés
From equipment discovery to the customer portal: rental, parts enquiries, store operations and display management in one web platform.
- Find parts directly on the diagram
- One customer journey, several workspaces
Business platform · ongoing development
Innovation prototype
Poparch
An architectural plan-processing prototype: supported vector PDFs become editable quantities, cost estimates and professional exports.
- Turn a PDF into editable data
- Keep the expert in control
Working prototype · private demo
Client project
Strabor
A customer application for a tradesperson’s daily work: estimates, appointment requests, photos, messaging and service administration.
- Keep the job and the conversation together
- Control capacity and pricing directly
Public website and customer application
Club project
BPSE
Digital tools for the pétanque community: tournament organisation, team score entry, spectator standings and shared sports information.
- Different roles, one tournament
- From paper to the right mobile screen
Public application
Client project
TEXTURA Salon
A custom bilingual salon website connecting its real space, stylists and services to a direct booking journey.
- A route to the chosen stylist
- Keep the next mobile step within reach
Public website
Client project
Foxxi
Developing an established clinic website: editable WordPress pages, two treatment areas and a coherent Hungarian–English patient journey.
- Editing behind an established appearance
- Two specialties with clear decision paths
Public website
No matching project.
Try a different capability or clear the filters.
compare / projects
Clearer side by side.
Compare the demonstrated capabilities and current status. Each project was built for a different purpose.
Select two projects from the cards above.
Includes your filter and selected projects.
MYFORGE / DELIVERY LABINTERACTIVE STUDIO DEMO
Great software starts
with better decisions.
We understand the business problem, design the system and build it in steps you can inspect. Step inside the studio: choose a project and explore how research, human decisions and AI-assisted development connect.
RESPONSIBILITY AND DELIVERABLEGemini + NotebookLM
Sources, open questions and an SSP brief.
WHAT DOES THIS GIVE YOU?
Clarity before commitment.
Clarifying the goal and constraints together helps decide what belongs in the first usable version.
Before the next stageWe agree which problem to solve and how we will know it has been solved.
SPECIALIST ROLES. SHARED CONTEXT.
Responsibilities follow the selected stage.The right tool for each part of the work.
Gemini + NotebookLM
Research and sources
KGC-Bérlés
Which source supports each claim?
A single machine can be linked to a rental request, accessories, spare parts and a service case. The challenge was to preserve that context when a customer moves from the website to the store, or another team member takes over the conversation.
BMAD + Claude
Planning and work breakdown
KGC-Bérlés
How does the brief become a checkable plan?
Customer-facing and internal web application development: catalogues, request submission, customer records, case-based communication, and counter and service views. The scope also includes the parts-engine interface, kiosk interaction, and editing, publishing and scheduling display programmes.
Codex
Review and tests
KGC-Bérlés
What evidence will verify the change?
Does the desktop parts diagram lead to the right part number and itemised enquiry?
SSPThe shared foundation for development
01 / Goal
From equipment discovery to the customer portal: rental, parts enquiries, store operations and display management in one web platform.
02 / Context
A single machine can be linked to a rental request, accessories, spare parts and a service case. The challenge was to preserve that context when a customer moves from the website to the store, or another team member takes over the conversation.
03 / Constraints
Customer-facing and internal web application development: catalogues, request submission, customer records, case-based communication, and counter and service views. The scope also includes the parts-engine interface, kiosk interaction, and editing, publishing and scheduling display programmes. The featured modules have been implemented and development continues. Online rental requests require staff confirmation. Full ERP synchronisation, online card payments and automatic invoicing are separate workstreams; acceptance testing on the physical shop kiosk remains outstanding.
04 / Checkable outcome
Suggested acceptance question · verification pending
Does the desktop parts diagram lead to the right part number and itemised enquiry?
PROJECT DOCUMENT · ILLUSTRATIVE SAMPLE
Defining the brief
The goal, context and acceptance criteria in one place.
# KGC-Bérlés / brief.md
> ILLUSTRATIVE SAMPLE · Based on public portfolio information. Not a client brief or approved project plan.
## Research · Gemini + NotebookLM
Reviewing the sources leads to a checkable brief. This example uses the portfolio and does not start live research.
## SSP / Goal
From equipment discovery to the customer portal: rental, parts enquiries, store operations and display management in one web platform.
## SSP / Context
A single machine can be linked to a rental request, accessories, spare parts and a service case. The challenge was to preserve that context when a customer moves from the website to the store, or another team member takes over the conversation.
## SSP / Constraints
Customer-facing and internal web application development: catalogues, request submission, customer records, case-based communication, and counter and service views. The scope also includes the parts-engine interface, kiosk interaction, and editing, publishing and scheduling display programmes.
The featured modules have been implemented and development continues. Online rental requests require staff confirmation. Full ERP synchronisation, online card payments and automatic invoicing are separate workstreams; acceptance testing on the physical shop kiosk remains outstanding.
## SSP / Checkable outcome
Suggested acceptance question; verification pending:
- [ ] Does the desktop parts diagram lead to the right part number and itemised enquiry?
## Next handover · BMAD + Claude
- [ ] Separate sources, facts and open assumptions
- [ ] Review the SSP goal, constraints and acceptance criteria together
- [ ] Approve the implementation direction and verification approach
## Learning loop
Research may also start from previously approved lessons. A new finding needs a source, crystallization and an approved destination before propagation.
## Status and limits stated in the portfolio
The featured modules have been implemented and development continues. Online rental requests require staff confirmation. Full ERP synchronisation, online card payments and automatic invoicing are separate workstreams; acceptance testing on the physical shop kiosk remains outstanding.
Source: https://www.myforgelabs.com/en/case-studies/kgc-rental/The project ends. The knowledge stays.
Research can also use lessons that have already been reviewed and approved.
Outcome and test evidence
Record the actual result, environment and limits.
Crystallization
Select and check the lasting lesson within the raw experience.
How it becomes knowledgeApproved propagation
After review, to an approved destination: a project document, decision or shared knowledge.
The approval pointBack to research, with better context.
Gemini + NotebookLMknowledge / connected.workspace
Connected systems. Knowledge that compounds.
INTERACTIVE EXAMPLEMyForge Superintelligence connects project context, specialised AI roles and developer decisions. A valuable lesson from one project becomes retrievable knowledge for the next.
01 / knowledge graph
The architecture of shared knowledge.
Select a node for details. Drag to rearrange, or use arrow keys while focused. The list below also works on mobile.
Browse the nodes 13
capabilities / reusable methods
Methods selected for the work at hand.
02 / discord handoffs
From a client request to a reviewed solution.
Every handoff has an owner, a purpose and a tangible output. This scripted example illustrates Discord-based collaboration: follow the request through research and development to human approval.
project-handoffReady to play
CURRENT HANDOFFAn idea starts a shared conversation
Output
client-request.mdWaiting for a human decision.
Approval continues only this local example.
The loop is complete.The next task can start from reviewed knowledge.
MYFORGE / ERP In development · a closer look is coming soon
One business. Connected operations.
We have been developing an ERP that connects equipment rental, service, inventory and sales. Its purpose is to keep the history of an asset, partner or work order available at the next business step. A closer look at the development is coming soon.
KGC ERPSystem layersARCHITECTURE
WORKSPACE
The daily workspace
Staff interfaces suited to each role
React + ViteBUSINESS LOGIC
Business workflows
Rental · service · inventory · sales
Node.js + NestJSDATA & JOBS
The operational foundation
Related data and queued background work
PostgreSQL + Prisma · Redis + BullMQShared foundation: roles, organisational separation and traceable operations.
BUSINESS MODULES / 01—05
Workflows connect across business functions.
Rental and equipment
The equipment journey from pricing through checkout and return to its related contract. Rental operations have their own business module.
Service and work orders
Repair tasks, work orders and warranty cases are organised as connected workflows in dedicated service modules.
Inventory and sales
Modules cover products and stock movements from goods receipt and stocktaking to sales operations.
Partners and documents
Partner records, business documents and related communication provide context for the same case.
Access and organisations
Roles, audit trails and separated organisational workspaces define who can access each part of the business data.
ENGINEERING / STACK
The engineering behind the operations.
A modular TypeScript monorepo with a Node.js and NestJS API, React–Vite workspaces, PostgreSQL–Prisma data handling and Redis–BullMQ background jobs. Dedicated access and tenant layers separate data belonging to different organisations.
- Node.js + NestJS
- A modular server-side API and business services.
- TypeScript
- Shared types and explicit data contracts across the monorepo.
- React + Vite
- Browser-based staff workspaces.
- PostgreSQL + Prisma
- Relational business data and typed database access.
- Redis + BullMQ
- Queued background jobs and scheduled processing.
In development. More to share soon.
The ERP in development is a separate project from the KGC-Bérlés web application. Modules and integrations are progressing incrementally; a public demonstration and operational rollout are separate delivery steps.
MYFORGE / WORKSPACE SETTINGS
Your workspace.
Arrange this website around the way you like to explore. Changes appear immediately.
These settings apply only to this website. Layout preferences stay on this device; form entries are not saved here.
03 / Keyboard shortcuts
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Workspace shortcuts do not run while you type in a form field.
Every setting stays within this website.
LOCAL DEMO
❯ bmad Research · Gemini + NotebookLM
MyForge Workspace. Type help · Local navigation commands.
// Demonstration events.
Workspace opened. Choose a project or play the BMAD demonstration.
