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Five instruments. One idea: make complex systems measurable and usable.
PL-01 · AI READINESS AUDIT
One URL. Technical SEO and machine readability, analysed together.
PAGESPEED
performance · Core Web Vitals
STRUCTURE
HTML · structured data
ENTITY
clarity · trust · context
Technical SEO
READY
AI readiness
READY
What it proves
We can diagnose what search engines and machines actually understand.
PL-02 · TAX CALCULATOR
Three inputs. One estimate recalculated with every adjustment.
Projected savings · demo
10 800
CHF / year
What it proves
We turn complex expertise into a simple decision tool.
PL-03 · PILOT METHODOLOGY
Digital discoverability observatory
Measure whether a company is found, understood, cited and recommended by Google and AI answer engines.
Research in progress · illustrative methodology data
Method matrix · no real results
What it proves
We do not only measure whether your site is ready. We measure whether your company actually appears in the answers given to prospects.
PL-04 · MEMPALACE
Open-source system maintained by the MemPalace collective and integrated into OSOM workflows.
LongMemEval R@5
Public benchmark
96.6%
A · Corridor
The chain guides retrieval towards the right memory area.
B · Room
Context stays organised by conversation, date and intent.
C · Drawer
Only the useful excerpt is recalled when it is needed.
D · Beacon
The root index indicates where to search first.
What it proves
We integrate AI systems capable of retaining and retrieving durable context.
PL-05 · THE HONEST ROBOT
Six months of measurement, one verdict: don’t listen to it.
An empirical calibration across five years of data measures whether the robot’s score predicts anything at all.
Personal educational project · no financial advice
01 · BUILD
7
signal dimensions
174
assets scanned
141
automated tests
22:30
daily brief
02 · JUDGE
50% · coin flip
03 · VERDICT
— Signals = educational (unproven edge)
What it proves
We wire honesty into the systems we build — even when the verdict doesn’t work in our favour.
A precise need can become a clear, measurable and genuinely usable tool.
