Build 04
Find out what your AI does under pressure before your customers do.
Algoace runs adversarial testing, safety audits and continuous evaluation for production AI systems, mapped to the OWASP LLM Top 10, MITRE ATLAS, the NIST AI Risk Management Framework and the EU AI Act. It is for Series A to C AI-first SaaS teams preparing for enterprise procurement, a security questionnaire or a regulatory review.
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12 years40+ shipped products6 industriesKarachi and Sharjah
“The question enterprise buyers now ask is not 'does it work', it is 'what happens when someone tries to break it'. If you cannot answer with a report, the deal stalls. We produce the report, and we fix what it finds.”
Three problems we usually find
Prompt injection through user content.
Documents, emails and web pages your system reads can carry instructions. We test every input path.
The system leaks what it was told to keep.
System prompts, other users' data, internal tool names. We measure leakage rates, not anecdotes.
Nobody re-tests after a model update.
The audit was a moment; the risk is continuous. We leave you with an evaluation suite that runs in CI.
What you get
| Deliverable | What it includes | When you get it |
|---|---|---|
| Threat model for your system | System map, trust boundaries, every input path, the tools and data the system can reach, and prioritised attack scenarios | 1 week |
| Red team engagement | Attack log and severity ratings | 2 to 3 weeks |
| Findings report | Mapped to OWASP, ATLAS, NIST AI RMF and EU AI Act obligations | Within 1 week of the red team ending |
| Remediation plan | And, if you want it, the fixes | With the findings report |
| Continuous evaluation suite | In your CI | Final handover week |
| Customer-facing trust summary | You can send to procurement | With the findings report, updated after re-test if fixes are included |
How we work on this
- 01Scoping call
- 02Threat model
- 03Red team
- 04Report and remediation plan
- 05Fixes and re-test (optional)
- 06Continuous eval handover
Stack and tools
- Promptfoo
- Garak
- custom harnesses in Python
- OWASP LLM Top 10
- MITRE ATLAS
- NIST AI RMF
- EU AI Act Annex mapping
Internal review or an external red team
| Criterion | Internal review | External red team |
|---|---|---|
| Blind spots | Same people who built it | Different attackers, different assumptions |
| Credibility with procurement | Low | High: an independent report |
| Coverage of published attack classes | Partial | Systematic, mapped to frameworks |
| Cost | Engineering time | Fixed engagement |
| Leaves a re-usable test suite | Rarely | Yes, in your CI |
Our recommendation: do both. Internal reviews catch product logic issues; an external red team catches what your team stopped seeing.
Proof
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AI safety, evaluation and red teaming
[Outcome line, permission required]
Findings are mapped to OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF and the EU AI Act in every report.
Who this is for, and who it is not for
Who this is for
- AI-first SaaS with enterprise or regulated customers.
- Teams shipping agents that take actions.
- Founders answering a security questionnaire this quarter.
Who this is not for
- Traditional penetration testing of non-AI systems (we can refer you).
- Compliance certification (we prepare you for it; auditors certify).
How pricing works
Fixed scope, fixed price, senior people. No hourly rates. The written scope after the call is the quote. See how we work.
Questions founders ask us
What is AI red teaming?
Structured adversarial testing of an AI system: prompt injection, jailbreaks, data extraction, tool misuse, and harmful output, logged with severity and reproduction steps.
How long does an engagement take?
Four to six weeks from threat model to report; longer if you want us to implement the fixes.
Do you cover the EU AI Act?
We map findings to the obligations that apply to your system's risk category and produce the technical documentation inputs. Legal classification is your counsel's call.
Will the results be usable in a security questionnaire?
Yes. The customer-facing summary is written for that purpose.
Do you re-test after fixes?
Yes, and the continuous evaluation suite keeps re-testing after every model or prompt change.
Do you sign an NDA?
Yes, before the threat model.
Send a brief
Same three questions as the call, then your details. You will hear from a senior person, not a bot, within one hour during business hours (Monday to Friday, 9 AM to 6 PM GST) and within twelve hours outside them.
Ready when the work has to be right the first time.
A 30-minute scoping call with a senior engineer, designer or growth lead. You will leave with a written view of scope, risks and a realistic timeline, whether or not you hire us.
12 years40+ shipped products6 industries
Karachi and Sharjah