Evidence & Intelligence
Information with a defensible basis.
Turn fragmented information into structured findings that can be inspected, traced, and used in institutional workflows.
CAPABILITIES
Specialized software for institutional systems.
FOAAP engineers evidence and decision systems for institutions.
OUR VISION
Capable institutions.
Autonomous citizens.
Institutions that understand, remember, coordinate, and act coherently. Citizens with the clarity and freedom to direct their own lives.
Portugal is where we begin.
CAPABILITIES
Evidence processing. Regulatory logic. Fine-tuned models. Controlled decisions.
Regulatory Systems
Requirements translated into software.
Translate complex requirements into reviewable software logic, with clear connections between source material and implementation.
Decision & Action Control
A consistent operational record.
Connect evidence, approvals, actions, and verification so that the basis of a decision remains available as work moves forward.
Model Fine-Tuning
LLMs, adapted for the task.
We fine-tune open language models with low-rank adaptation (LoRA) for Portuguese legal and institutional tasks. Training data is audited before every run, and every output a model proposes is checked by code and by an independent reader before it counts.
INTEGRATION
Built around the system you operate.
We define the inputs, interfaces, review requirements, and expected outputs before implementation.
The engagement can focus on a single component, a defined workflow, or the integration of a specialist capability into an existing platform.
WORK WITH US
Discuss a technical work package.
Tell us what your platform needs to do, where it must integrate, and what the delivery must demonstrate.
We scope engagements around clear interfaces, deliverables, and acceptance criteria.