AI advisory · systems · agents
03 / Technologies
Systems
In daily useCEREBRO
Operations, verified.
A chief-of-staff system that runs the founder's day across four businesses, two academic programs and a job search. A scheduled agent drafts the morning brief at 5:45 AM from email, WhatsApp and calendar; a 15-minute ritual verifies it; a live dashboard tracks commitments, money states and habits.
- Scheduled agent + verification ritual
- Source-precedence and money-state rules (verified / last known / ask)
- Decision ledger and cross-project handoffs
- Live dashboard published as a web artifact

In buildMAGOS
Growth, orchestrated.
A multi-agent orchestration system: the layer that turns business goals into coordinated work across specialized agents, with hard per-brand data separation and human-governed autonomy levels.
- Memory core and workflow orchestration
- 11 governed agent seats
- Per-brand isolation
- Human-in-the-loop autonomy ladder

In buildFABI
Agents that do the work.
The founder's agents — the specialists MAGOS directs: listening, strategy, creative, launch, analytics, commerce, governance, reporting and transcreation — each with defined boundaries and measurable outputs.
- 16 capability names over 11 governed seats
- Spanish-first operating prompts
- Reporting surface: “Ask FABI”
- Claims and brand-safety gates

In design · co-built with a fleet operatorMULTA
Tolls and fines, handled.
MULTA (Multi-Unit Liability & Toll Agent) is an agent for car-sharing fleets of 10+ vehicles that matches every toll, ticket and fine to the right car, trip and guest — and answers the central question: who pays each charge.
- Discovery with an operator running ~150 cars
- Toll and violation matching per trip
- Liability assignment and recovery workflow
- Built on the MAGOS / FABI stack

Tools built along the way
AI advisory
We work with operators who want AI inside the business, not beside it: finding where the operation loses value, redesigning the work, choosing the tool and governing it — budgets, approval thresholds, data separation and escalation written down before the first agent runs.
Everything we offer has first run inside a business we operate.
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