Technology
I rarely start from zero.
Building my own products and client software continuously has produced a growing library of technology, intelligence and software foundations that can be used again.
So I do not have to reinvent everything for each product, and more attention can go to what is genuinely unique about your company or product.
What sits in the library
Several options, in plain language.
Ways to support your business:
Your combination
Thinking and understanding
- AI agents
- knowledge
- prompts
Getting work done
- workflows
- background jobs
- notifications
- actions
Reusable technology speeds things up, but it is not a ready made product. Every part is adapted to the company, the process and the people who will work with it.
Digital coworkers
Software that does not only wait for someone to press a button.
A digital coworker is smart software that can understand, prepare, carry out or check parts of the work within clear boundaries. Not a human, not a chatbot with a new label, and not endlessly autonomous.
The goal is not to imitate a person. The goal is to give software a clear role in which real work gets done, with human control wherever that remains necessary.
Classic automation
Example: form submitted, send email.
Digital coworker
More context, more steps, with a person where that matters.
What such a coworker can do
What a digital role can look like.
Which role makes sense depends on the work that keeps piling up in a company. These are examples of tasks this technology makes possible.
- Fores3 · 01
Digital intake assistant
Reads a request, collects missing information and prepares the next step.
- Fores3 · 02
Digital researcher
Gathers information from different sources and brings the insights together clearly.
- Fores3 · 03
Digital content specialist
Works from a brief, company knowledge and quality rules towards a first draft.
- Fores3 · 04
Digital quality reviewer
Checks output against fixed criteria before anything is published or sent on.
- Fores3 · 05
Digital account assistant
Keeps information up to date, flags changes and prepares actions.
- Fores3 · 06
Digital product specialist
Combines customer questions, data and business rules into prepared advice.
Nuance
The question is not who you replace.
The more interesting question is which work people no longer have to do by hand, so there is room for judgement, creativity and personal contact.
A good system can take feedback, new company context and stored preferences into account, so the next run fits better. How far that goes depends on the product and the control you want to keep.
Under the bonnet
Several parts. One working system.
What feels like one coworker from the outside is, inside, an interplay of roles, knowledge and checkpoints.
From question to result
The toolset is secondary. The value sits in what gets built with it.
Proof
I build this myself because I want to know what is actually possible.
The library does not come from theory, but from my own products and client software. What works can be used again. What does not, dies early.
Where the technology was built and tested.
A short selection of products where parts of the library run in practice.
SearchBalloon
01Visual search-world intelligence that reveals hidden demand, market clusters and content opportunities.
Built and tested here
- SEARCH INTELLIGENCE
- DATA VISUALISATION
- CLUSTERING
Fotospots
02A community-driven map for discovering and sharing locations for landscape photography.
ContentScore
03A panel of AI specialists that gives websites and content a direct, multi-disciplinary review.
Built and tested here
- specialist agents
- orchestration
Honest
Not every problem needs AI.
Sometimes a simpler system is better. Sometimes the process or the positioning has to change first. Technology follows the question, not the other way around.
Next step
Curious which of this is useful in your company?
Start with the problem or the opportunity. The technology follows.