Requirements and completion
Agree on workflows, necessary functionality, and what to verify at acceptance.
Home FOUNDATIONS & DEVELOPMENT
FOUNDATIONS & DEVELOPMENT
Turn business goals into working systems.
From AI workflows and knowledge foundations to web services and custom tools. We connect business understanding with requirements, design, and development. Quoted separately.
01 / WORKFLOW FOUNDATIONS
Build AI foundations around real workflows.
Review the information and tools you already have, and identify what should connect to make work easier to complete. Design both the AI processing and the points where people need to check.
Examples of what we can discuss
- Organizing internal documents into an accessible knowledge foundation
- Receiving and organizing inquiries, with handover to people
- Connecting document input and review with research and reporting
- Daily workflows that connect existing tools and AI
These are examples of possible discussion topics. The actual build depends on your workflows and environment.
02 / PRODUCT DEVELOPMENT
Test an idea. Build a working service.
A new web service or a tool tailored to your operations. We clarify who will use it and why, then design the interface and the systems behind it together.
Make the purpose and completion criteria concrete.
- Clarify users, the problem to solve, and necessary features
- Use prototypes to explore the experience and implementation
- Design and develop interfaces, data, and integrations
- Verify agreed completion criteria and prepare the handover
CHOOSE THE RIGHT APPROACH
Choose the approach that fits the purpose.
Existing tools, changes to the workflow, or custom development. We consider how the approach will work in everyday operation.
Cost and delivery
Development is quoted to the agreed scope. Review the impact and cost of new requests before proceeding.
Information and human decisions
Clarify data handling, access, and where people should review AI output during design.
After launch
Separate handover, maintenance, additional implementation, and ongoing advisory, then agree on the support needed.
STRATEGY TO IMPLEMENTATION
Business understanding, carried through to delivery.
The goals and context shared in our conversations carry through requirements, design, and implementation. Keeping that understanding together reduces repeated explanations and coordination, helping us build something aligned with your purpose.
- UNDERSTANDYour business
- DESIGNRequirements
- BUILDDevelopment
- ADVISEOngoing advice
Move into the next decision and implementation with your business context intact. We keep the purpose connected across advice and development.
EXPERIENCE
Experience in advice and implementation.
Selected consultation and development experience, with the purpose and actual scope of each engagement.
AI ADOPTION / KNOWLEDGE
Advertising company / anonymized
Planning AI adoption around internal knowledge.
We reviewed workflows and internal documents, clarified what AI could handle, and proposed how to use a shared knowledge foundation. The proposal connected individual AI assistants with a process for returning lessons from daily work to that shared knowledge.
Scope: Paid consultation, workflow review, requirements, and proposal design
AI TOOL / WORKFLOW
Real estate / anonymized
Connect document review, research, and reporting.
We developed a workflow tool linking document input and review with AI research and report generation. The work included an interface for human verification, functional testing, and handover documentation.
Scope: Design, implementation, testing, and handover
LET’S TALK
Let’s start with your business.
You do not need AI expertise or a ready-made plan. Send us your questions; we will review them and invite you to a first consultation.
Inquire about a first consultation
First consultation: free for now
About 60 minutes + a concise summary