/The System
// Knowledge Architecture · How It Works

Your knowledge builds.
Permanently.

Every document your firm processes makes the system smarter. Not retrieved and forgotten. Not re-derived on the next query. Compiled once. Compounding forever.

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// One Engine, Two Verticals · GESTOR + DESPACHO · Ibiza · 2026

Gestorías proven.
Law firms live today.

This is not a demo. A gestoria in Ibiza has run GESTOR every weekday at 06:15 since 29 May 2026. On 19 August 2026 the same engine went live a second time as DESPACHO — reading EU and Catalan legal sources, reviewing contracts clause by clause, checking conflicts against the client roster, and drafting from templates — proof this is a platform, not a one-off build. DESPACHO's vertical-specific code is under 700 lines because it inherits GESTOR's retry logic, watchdog, and search layer wholesale.

// GESTOR — 81 days in production
81
Daily briefings produced

29 May – 19 August 2026 — 81 of 83 possible days. The only 2 gaps are a Saturday and a Sunday.

462
Notes in the gestoría vault

ATIB 87 · BOE 80 · BORME 59 · BOIB 44 · INE 4 — every one searchable by meaning, not just keyword.

12
Alerts raised · 0 open today

Every alert triaged. False positives explained and dismissed, not left for a human to chase.

6,257
Notes across all 3 vaults

Same architecture running system-wide on one machine — proven at roughly 10x the scale it is sold at.

// DESPACHO — five capabilities, not a track record yet
5
Capabilities

Contract review, legal research, intake & conflicts, drafting, compliance monitoring — one engine, five jobs.

3
Official sources

DOUE (EU Official Journal), TJUE (Court of Justice), DOGC (Catalan gazette).

59
Items collected today

26 matched a practice area a Spanish despacho actually bills for; 4 touched an open matter.

0
Spanish case law included

Deliberate: the CGPJ licenses CENDOJ reuse and defines search federation as reuse. No licence, no shortcut.

2
Days of operating record

GESTOR earned 81 days of credibility before we said this much about it. DESPACHO has two. Ask us again in a month.

// GESTOR's 5 sources, in detail
BOE
Boletín Oficial del Estado
National

Hacienda orders, AEAT resolutions, IRPF/IVA/IS changes, SMI, IPREM decrees

→ Daily note + AI executive summary
BOIB
Butlletí Oficial de les Illes Balears
Balearic

ATIB, Conselleria d'Hisenda, tourism, hospitality, housing, Ibiza-specific measures

→ One note per edition — Hisenda items flagged at the top
ATIB
Agència Tributària Illes Balears
Balearic tax authority

ITP/AJD, ISD, IEET (ecotaxa), model version changes, fiscal calendar, new normativa

→ Raw HTML archived with SHA-256 fingerprint — auditable provenance
BORME
Boletín Oficial del Registro Mercantil
Commercial registry

Formations, dissolutions, insolvencies, director changes — Balearic entities

→ Client NIF cross-match → ⚠️ ALERT when a client entity appears
INE
Instituto Nacional de Estadística
Monthly

IPC Spain/Baleares, unemployment rate, average wage — verified live series

→ Indicadores-Referencia.md — SMI, IPREM, interés legal, interés de demora — always current
// It Knows When It Is Wrong — Verbatim, 19 August 2026

BORME, 2 items: 1 genuine merger, and 1 false positive — "LAS PALMAS" (Canary Islands, not Balearic), matched on the substring "palma".

The MEDIUM PGE_UPDATE alert from 18/08 was triggered by the keyword "presupuestos generales". Verified: it is the budget law of Extremadura, and a bilateral agreement covering Euskadi. Neither affects the reference indicators. No action required.

An alerting system that cannot dismiss its own false positives trains its users to ignore it. This one explains why an alert is not real, names the pattern, and proposes the fix — while explicitly declining to modify its own feeds without human approval. The Sentinel watchdog exists for the same reason: on 20 June 2026, the scheduler was terminated and the morning jobs silently did not run. Nothing since has watched the pipelines without also watching what runs the pipelines.

// The Dashboard — Unmodified Captures, 19 August 2026
GESTOR dashboard — Hoy tab
Hoy

The day's headline, pipeline status per source, action required, and the full filtered gazette digest beneath. This is the screen a gestor opens with their coffee.

GESTOR dashboard — Buscar tab
Buscar

Semantic search across everything. "modelo 600 ITP Baleares" returns the briefing, the alert, and every relevant registry edition — each with a relevance score, traceable to its source note.

GESTOR dashboard — Alertas tab
Alertas

Client registry matches on the left, pipeline health on the right. Six indicators, green when the source delivered. The system reports its own condition rather than assuming it.

GESTOR dashboard — Indicadores tab
Indicadores

SMI, IPREM, statutory and late-payment interest — each with the decree that set it and the date it took effect. No guessing which figure is current.

GESTOR dashboard — Preguntar tab
Preguntar

A local assistant that answers strictly from the vault, running entirely on the machine. Lists every source note it consulted with a relevance score — or says it does not know.

// DAILY RUN — MON–FRI
05:30Morning briefing → Telegram (system status + key BOE items)
06:15gestoria-daily.sh starts
├── BOE today + 7-day backfill
├── BORME — Balearic mercantile + NIF cross-match
├── BOIB — recent editions not yet in vault
├── INE — indicators (skips if month current)
└── ATIB — scrape 3 pages, archive HTML, write note
01:00QMD nightly reindex — all vaults indexed for semantic search
45 scheduled jobs on this machine · 6 belong to GESTOR
// VAULT STRUCTURE — AIIBIZA-Gestoria
AIIBIZA-Gestoria/
BOE/Daily/YYYY-MM-DD.md← daily digest + AI summary
BOIB/Daily/YYYY-MM-DD.md← edition notes, Hisenda flagged
ATIB/Daily/YYYY-MM-DD.md← scraped content + provenance
BORME/Daily/YYYY-MM-DD.md← Balearic mercantile activity
INE/Indicators/YYYY-MM.md← monthly economic indicators
Regulatory/
Indicadores-Referencia.md← SMI, IPREM, interés legal — always current
Tax/ Labor/ Local-Balearics/ Tourism-Hospitality/
Clients/ Procedures/ Research/
// SEMANTIC SEARCH — QMD
Nightly reindex. Ask in plain language — get exact vault notes back. Covers all vaults: GOD · AIIBIZA-Gestoria · 2ChefsIbiza
Task
Before
Now
Checking BOE daily
Manual scan of boe.es
Automated digest with AI summary in vault
Tracking BOIB tax measures
Ad-hoc, easy to miss
Automatic, Hisenda items flagged separately
Monitoring ATIB updates
Manual visits to atib.es
Daily scrape, archived with SHA-256
Watching BORME for client companies
Not done
Daily cross-match against client NIF list
Finding current SMI/IPREM
Google / BOE search
Single table in vault, auto-updated
Searching across all of the above
Impossible
One QMD semantic query across all vaults

Sovereignty: All data stored locally on Mac Studio. Client NIF list never transmitted. AI summaries generated on-device via Ollama. ATIB HTML archived with SHA-256 fingerprints. All source APIs are free public open-data (BOE, BORME, INE, BOIB, ATIB) — no scraping agreements needed.

// The Origin of This Architecture

Built on a pattern published by the man who built Tesla's neural network.

In April 2026, Andrej Karpathy — OpenAI co-founder, former Director of AI at Tesla, now at Anthropic — published the LLM Wiki pattern: knowledge that compounds instead of stateless RAG that forgets. This is the production implementation.

// Hardware. Sized For You.

Built For Your Office.
Sized For Your Firm.

DGX Spark for everyone.
Mac Studio when the team grows.
RTX 6000 when the work demands it.

One backup standard specified for all: NAS × 3, in Spain, encrypted, AES-256, every tier.

Solo
1–5 people
→ 1× NVIDIA DGX Spark (128 GB)
→ Local encrypted storage
NAS × 3 — España — AES-256
~50,000 documents indexed · ~200 queries/day
Studio
6–15 people
→ DGX Spark cluster
→ Mac Studio (96 GB) — interactive node
→ NAS RAID
NAS × 3 — España — AES-256
~500,000 documents indexed · ~2,000 queries/day · up to 10 concurrent users
Enterprise
15–20+ people
→ DGX Spark cluster
→ Mac Studio interactive node
→ RTX 6000 Ada / Blackwell workstations
→ Dedicated inference servers
NAS × 3 — España — AES-256
1M+ documents indexed · ~10,000 queries/day · 15–20 concurrent users
Custom
Multi-office or 20+
→ Bespoke cluster — sized to your workload
→ Dedicated fine-tuning capacity available
→ Multi-site replication
NAS × 3 — España — AES-256
Sized to your firm — get in touch

Hardware is bought at market price. RAM and GPU costs fluctuate — we won't quote a number that will be wrong by the time you receive the quote. Every tier includes installation, staff training, the AEPD documentation package, and a Data Processing Agreement drafted for the deployment. The hardware is designed to be yours from day one. Reversibility is total: if AIibiza disappears tomorrow, your system keeps running.

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// Start the conversation

Ready to stop watching
AI happen and start
running it?

We take a small number of new clients per quarter. If you are considering working with AI Ibiza, the conversation starts here.

base: Ibiza, Spain — clients: worldwide
response_time: within 24 hours
new_clients: limited / per quarter

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