Use Cases

Typical engagements, from problem to working system

One illustrative example per service, showing the problem we start from and what is running at the end. These are not client case studies: we publish no client names or figures.
Response to every inquiry
To a working prototype
From discovery to MVP
How an engagement runs
From first email to first users
Inquiry
Day 1
Reply within 24h
Prototype
Week 2
Working, in your hands
MVP
Weeks 6-8
First users on
AI Knowledge Systems (RAG)
AI Solutions
Where is the signed 2024 supplier contract?
Staff lose time searching shared drives and asking colleagues. We index the documents and put an assistant on top that answers with the source cited, so the answer arrives in seconds and can be checked.
Illustrative example
Prototype in 2 weeks
You
Where is the signed 2024 supplier contract?
Assistant
Contracts > 2024, signed 12 March. Two amendments follow it.
Source: supplier-contract-2024.pdf, p. 3
AI Agents & Assistants
AI Solutions
A support inbox that answers itself, with a person in the loop
Tickets arrive faster than the team can triage. An agent reads each one, drafts the reply from your documentation and files the ticket in the right queue; a person approves anything it is unsure about.
Illustrative example
Prototype in 2 weeks
Support queue
Replies drafted from your documentation
Invoice 2041 shows the wrong VAT
Drafted
Cannot log in after password reset
Sent
Request to cancel annual plan
Needs approval
AI Business Automation
AI Solutions
Every CV screened against the job the same way
Hundreds of applications, one recruiter. The system extracts experience and skills, scores each candidate against the role and writes the shortlist with reasons, ready for review.
Illustrative example
Prototype in 2 weeks
Backend engineer
84 applications scored
Candidate 07
92
6 yrs Python, Django, PostgreSQL
Candidate 12
78
4 yrs Python, no SQL in role
Candidate 03
41
Frontend profile, not a match
Document Intelligence
AI Solutions
Invoices typed into the ERP by nobody
Supplier invoices arrive as PDFs and photos. OCR and field extraction pull the header and line items, validation flags anything that does not add up, and the clean record is exported to accounting.
Illustrative example
Prototype in 2 weeks
Supplier
Invoice no.
2024-0917
Date
12 Mar 2024
Total
4,860.00
Total differs from line items - held for review
Workflow Automation
Automation & Integration
The order confirmation nobody has to send
An order in the webshop triggers the confirmation, the warehouse notification and the invoice draft in n8n or Make. No AI, no manual step, every run logged.
Illustrative example
Prototype in 2 weeks
Order confirmation
Runs on every webshop order, no manual step
Trigger
New order
Email
Confirmation
Warehouse
Notified
Invoice
Draft created
System Integration & APIs
Automation & Integration
The ERP and the webshop finally agree on stock
Two systems, two versions of the truth. Middleware syncs products, stock and orders both ways on a schedule, with a log of every change and an alert when a sync fails.
Illustrative example
Prototype in 2 weeks
ERP
Webshop
Products
1,240 in sync
Stock
Last sync 2 min ago
Orders
3 conflicts resolved
Internal Tools & Dashboards
Automation & Integration
The spreadsheet that became an admin panel
The process outgrew Excel: five people editing one file. We replace it with a small internal app - roles, validation, history - and a dashboard that shows the numbers management asks for.
Illustrative example
Prototype in 2 weeks
AI-Powered SaaS
Software Development
A product whose core feature is a model
You have the domain knowledge and the customers; the product needs AI at its centre. We design the data flow, build the product around the model and run it in production.
Illustrative example
MVP in 6-8 weeks
Assistant
Custom SaaS Development
Software Development
From discovery to an MVP with its first users
A discovery phase settles the scope, an MVP ships to the first users in six to eight weeks, and the product grows in phases from there. Multi-tenant from day one.
Illustrative example
MVP in 6-8 weeks
Delivery plan
Discovery to MVP, then phases
Discovery
Weeks 1-2
Scope settled
MVP
Weeks 6-8
First users on
Phase 2
After launch
Planned from usage
Web Applications & Websites
Software Development
A website that takes bookings, not just visits
Site, webshop or booking system, built on the same stack as everything else we ship, hosted and maintained by us.
Illustrative example
Prototype in 2 weeks
Book an appointment
September
M
T
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T
F
S
S
1
2
3
4
5
6
7
8
9
10
11
12
13
14
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16
17
18
19
20
21
22
23
24
25
26
27
28
11 September, 10:00 - confirmed by email
AI Knowledge Systems (RAG)
AI Solutions
Where is the signed 2024 supplier contract?
Staff lose time searching shared drives and asking colleagues. We index the documents and put an assistant on top that answers with the source cited, so the answer arrives in seconds and can be checked.
Illustrative example
Prototype in 2 weeks
You
Where is the signed 2024 supplier contract?
Assistant
Contracts > 2024, signed 12 March. Two amendments follow it.
Source: supplier-contract-2024.pdf, p. 3
AI Agents & Assistants
AI Solutions
A support inbox that answers itself, with a person in the loop
Tickets arrive faster than the team can triage. An agent reads each one, drafts the reply from your documentation and files the ticket in the right queue; a person approves anything it is unsure about.
Illustrative example
Prototype in 2 weeks
Support queue
Replies drafted from your documentation
Invoice 2041 shows the wrong VAT
Drafted
Cannot log in after password reset
Sent
Request to cancel annual plan
Needs approval
AI Business Automation
AI Solutions
Every CV screened against the job the same way
Hundreds of applications, one recruiter. The system extracts experience and skills, scores each candidate against the role and writes the shortlist with reasons, ready for review.
Illustrative example
Prototype in 2 weeks
Backend engineer
84 applications scored
Candidate 07
92
6 yrs Python, Django, PostgreSQL
Candidate 12
78
4 yrs Python, no SQL in role
Candidate 03
41
Frontend profile, not a match
Document Intelligence
AI Solutions
Invoices typed into the ERP by nobody
Supplier invoices arrive as PDFs and photos. OCR and field extraction pull the header and line items, validation flags anything that does not add up, and the clean record is exported to accounting.
Illustrative example
Prototype in 2 weeks
Supplier
Invoice no.
2024-0917
Date
12 Mar 2024
Total
4,860.00
Total differs from line items - held for review
Workflow Automation
Automation & Integration
The order confirmation nobody has to send
An order in the webshop triggers the confirmation, the warehouse notification and the invoice draft in n8n or Make. No AI, no manual step, every run logged.
Illustrative example
Prototype in 2 weeks
Order confirmation
Runs on every webshop order, no manual step
Trigger
New order
Email
Confirmation
Warehouse
Notified
Invoice
Draft created
System Integration & APIs
Automation & Integration
The ERP and the webshop finally agree on stock
Two systems, two versions of the truth. Middleware syncs products, stock and orders both ways on a schedule, with a log of every change and an alert when a sync fails.
Illustrative example
Prototype in 2 weeks
ERP
Webshop
Products
1,240 in sync
Stock
Last sync 2 min ago
Orders
3 conflicts resolved
Internal Tools & Dashboards
Automation & Integration
The spreadsheet that became an admin panel
The process outgrew Excel: five people editing one file. We replace it with a small internal app - roles, validation, history - and a dashboard that shows the numbers management asks for.
Illustrative example
Prototype in 2 weeks
AI-Powered SaaS
Software Development
A product whose core feature is a model
You have the domain knowledge and the customers; the product needs AI at its centre. We design the data flow, build the product around the model and run it in production.
Illustrative example
MVP in 6-8 weeks
Assistant
Custom SaaS Development
Software Development
From discovery to an MVP with its first users
A discovery phase settles the scope, an MVP ships to the first users in six to eight weeks, and the product grows in phases from there. Multi-tenant from day one.
Illustrative example
MVP in 6-8 weeks
Delivery plan
Discovery to MVP, then phases
Discovery
Weeks 1-2
Scope settled
MVP
Weeks 6-8
First users on
Phase 2
After launch
Planned from usage
Web Applications & Websites
Software Development
A website that takes bookings, not just visits
Site, webshop or booking system, built on the same stack as everything else we ship, hosted and maintained by us.
Illustrative example
Prototype in 2 weeks
Book an appointment
September
M
T
W
T
F
S
S
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
11 September, 10:00 - confirmed by email
Lets get started

Start automating the work that matters more