Why
Why we are doing this, step by step.
Each step says what kind of statement it is and what would refute it. Some are facts; others are interpretations, decisions or bets. One is still open: why we exist.
Why
Each step says what kind of statement it is and what would refute it. Some are facts; others are interpretations, decisions or bets. One is still open: why we exist.
What this folder holds
Source in the workspace: why/NARRATIVE.md
Fact
The AKRIBIS company was constituted in 2003. The AKRIBIS unit, dedicated to measuring instruments and equipment for industry, appears in our records as the unit the company grew from. The records of those beginnings are few and do not always agree: we still need to reconstruct them from sources.
A primary record placing the company's origin in another unit or on another date.
Fact
Eight more specialisations joined: laboratory equipment, cold preservation, metrology, pharmaceutical engineering, regulatory affairs, automation, software and data, and remote monitoring. Along the way we built our own software, our own monitoring platform and our own calibration systems, and today we work with artificial intelligence every day.
None: reconstructing how each unit joined would complete this step, not refute it.
Interpretation
With artificial intelligence we can do much more, faster and better. But when doing becomes cheap, the hard part becomes defining what to do and how: why we exist, what we want to achieve, where we compete, how we work and how we know it is working. Without that definition, technology only accelerates what we were already doing.
Deciding what to do turning out as cheap as doing it, or technology correcting the course on its own.
Interpretation
Each specialisation brought its own systems, each good at its job. The challenge now is to make them work as a whole. And we learned that connecting systems is not enough unless we first define the company we want to be.
A review showing the systems with clear owners and integrated records.
Interpretation
A regulated plant has to prove that its instruments and processes stayed in a valid state all the time. Today that proof is rebuilt by hand, from documents supplied by many providers, and nobody answers for the whole. Inside and outside, the same shape: the pieces exist; the coherence does not.
Evidence that customers value each piece separately and do not suffer from rebuilding the proof.
Bet
An instrument becomes an asset with a digital identity and a lifecycle. Calibration becomes continuous intelligence about every asset. Monitoring becomes live information about the operation. Automation becomes the layer through which action is taken. Validation and regulatory work become connected compliance. And AKRIBIS One becomes not only an offer but an operating environment.
Customers not valuing continuity and still preferring separate services.
Interpretation
Each unit works on a different layer of the same chain, from the instrument to the decision. What is missing is the top layer, the one that connects them: strategy and management.
One chain, traceable both ways.
A unit whose work fits no link, or a chain that works without the top layer.
Bet
We want a single chain, traceable in both directions. Intent flows down, from purpose to an action in a plant. Evidence flows up, from a calibrated sensor to the objective it affects. With it, a customer's operation can be represented at three levels, physical, operational and managerial, and we can add value no isolated specialist can.
A pilot in which joining the links adds nothing each specialist could not give on its own.
Decision
It organises strategy as seven linked questions, from why we exist to how we learn. A core understands the company, connects the systems that already exist without replacing them, and coordinates people and tools, with important decisions always in human hands. The management system first, the software after. AKRIBIS is the first organisation to use it.
A recorded decision changing direction.
Bet
What we solve for ourselves can serve our customers, who would manage their operation from strategy down to the calibrated instrument. And it can give rise to new businesses, designed from the start as a working system: strategy written, operations configured, sensors connected.
What works at AKRIBIS not improving measurable results, or not serving another organisation.
Open question
We have clues: we started by measuring, grew towards everything needed to trust what is measured, and decided to integrate it. There are formulations under discussion, none approved. We will not invent our purpose: we will look for it and test it with this same system.
It closes only with an explicit decision and its reasons.
Method
Each step has its sources and what would refute it. If the facts change, the reasoning changes with them, and the reason is recorded.
Source in the workspace: why/VISION.md
What is missing is at the top: the strategy and management that connect the links to what they are for. That is what we are building.
Intent flows down from purpose to action in a plant.Evidence flows up from a calibrated sensor to the objective it affects.
The system we are building
Knowledge, governance and coordination of the company
Regulatory requirements turned into continuous evidence.
Models, prediction and anomaly detection.
Traceable measurement: every reading with its calibration.
Automation and IoT: where the operation is sensed and acted on.
Instruments, laboratory equipment and the cold chain.
Open question
There are clues and formulations under discussion, none approved.
An explicit decision, with its reasons, tested with this same system.
Open question
It is the direction we chose. We have yet to say as clearly what we would not do.
A pilot showing value no single specialist can give, and a list of what we leave out.
Open question
There are two candidates: from a complaint to its corrective action, or a customer's instruments kept in a valid state.
The choice of pilot and its success criteria, recorded as a decision.
Open question
We use them to order the work, but we do not protect them: the research may change them.
A review of prior work and the test at AKRIBIS.
Every statement says whether it is a fact, an interpretation or a hypothesis. Every figure has its record. What we do not know is written as a question, and every change is recorded with its reasons. This site shows the public part: internal figures and customer data stay out.