Execution failures
We test the reliability of tools before handing them over to your operation.
A4 Verified
Trust comes first. No agent starts working without tests.
Before putting a digital employee to work in your company, A4 rigorously tests tools and integrations, establishing clear Guardrails for operation.
Why we validate
A4 Verified reduces the risks of AI adoption
Invented responses
We apply strict Guardrails (safety limits) so the agent only operates with real data from your company.
Insecure integrations
We guarantee technical confidence: the agent only asks for strictly necessary permissions and does not leak credentials.
Dependence on abandoned components
We evaluate the maintenance and updating of technologies used in the flow.
Operational rework
If something breaks, we know exactly at which step and why it failed.
Technical behind the scenes
Eight criteria evaluated by our team
Our team and systems evaluate each component before inserting it into a commercial solution.
Real utility
Solves a recurring operational problem, not just a demonstration.
Functionality
Executes end-to-end in a clean environment, without undocumented tweaks.
Security
Only asks for necessary permissions and handles credentials correctly.
Compatibility
Works with runtimes and versions supported by A4 IA.
Documentation
Provides understandable instructions, examples, and usage limits.
Maintenance
Has received recent updates and has an identifiable maintainer.
Efficiency
The cost of execution is proportional to the delivered result.
Ease of installation
Number of manual steps and points of failure in activation.
Internal classification
Approval status
A4 Verified
Aprovada em todos os critérios e liberada para uso em kits A4.
Verified com ajustes
Funciona, mas exige configuração ou correção documentada pela A4 IA.
Experimental
Em observação. Uso permitido apenas em ambiente controlado.
Não recomendada
Reprovada em critérios relevantes. Existe alternativa melhor.
Bloqueada
Apresenta risco de segurança. Não é instalada em nenhum kit.
Abandonada
Sem manutenção há mais de doze meses.
Substituída
Sucedida por outra Skill com escopo equivalente.
Example of our Internal Score
Telegram Bridge
Origin: ClawHub · Version 2.4.1
9,4A4 Technical Score
- Utilidade real
- 9,6
- Funcionamento
- 9,5
- Segurança
- 9,0
- Compatibilidade
- 9,4
- Documentação
- 9,2
- Manutenção
- 9,5
- Eficiência
- 9,3
- Facilidade de instalação
- 9,4
Next step
What task is consuming your team's time?
Tell A4 which process is repetitive, slow, or hard to track. We will evaluate if it can become a digital employee.
- Initial diagnostic
- Guided installation
- Activation report