Question 1

What is AI red teaming?

Accepted Answer

Red teaming is the practice of deliberately attacking or probing a system to find its weaknesses. In AI, this means trying to make a model produce harmful, biased, or incorrect outputs. The goal is to find problems before real users do.

Question 2

What makes A2IS2E different?

Accepted Answer

We are built in Africa, for Africa and the world. We combine local linguistic and cultural expertise with structured red teaming methodologies. We focus on public-facing systems and ground our work in ubuntu.

Question 3

Do you work with startups?

Accepted Answer

Yes. We offer project-based and fractional models designed to be accessible to startups and enterprises alike.

Question 4

Do you train our internal team or only your own red teamers?

Accepted Answer

We do both. We train your team of experts so you can conduct red teaming internally. We also maintain our own vetted network of red teamers for on-demand and fractional engagements.

Question 5

What sectors do you serve?

Accepted Answer

We specialize in public sector, public health, biosecurity, and civil society. We also work with other organisations that operate public-facing AI systems.

Question 6

What does pro bono support cover?

Accepted Answer

Pro bono support covers red teaming and evaluation for systems where a public concern has been raised and the organisation lacks budget. We prioritize cases involving vulnerable populations and essential services.

Question 7

What is the twinning visit?

Accepted Answer

The twinning visit is a two-week immersive program where a public sector team from Africa visits a global partner institution to learn red teaming methods through direct collaboration. It is designed to build lasting local capacity.

Question 8

How do I report AI harm or prejudice?

Accepted Answer

Use the Report AI Harm page on our website. The form collects information about the system, company involved, use case, country, and description of harm. You may remain anonymous.

Question 9

What happens after I submit a report?

Accepted Answer

We review it within 10 working days. We may offer pro bono evaluation, refer the case to partners, or publish a redacted public interest summary. We protect your identity.

Question 10

How do you protect confidentiality?

Accepted Answer

All red teamers sign NDAs. Findings are shared only with the client through secure channels. Whistleblower identities are protected under our confidentiality policy. We can work within your existing security review processes.

Question 11

What languages do you cover?

Accepted Answer

We are growing our network across major African language families, including Swahili, Yoruba, Hausa, Amharic, isiZulu, Igbo, and Nigerian Pidgin. We also cover major global languages.

Question 12

Can I hire a fractional red team on a retainer?

Accepted Answer

Yes. Many clients sign a quarterly agreement for a set number of hours per month. This gives you continuous testing coverage without a full-time hire.

Question 13

Can we hire red teamers full-time?

Accepted Answer

Yes, we can facilitate conversions under a talent placement agreement.

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