AgentTrust Audit for SMBs Deploying Customer-Facing AI Agents
A quarterly red-team service for small companies that ship AI chat agents on their website — the audit crawls public-facing pages and customer-input channels to find prompt-injection weaknesses, then issues a public 'AgentTrust' badge the company can display.
Founders and product managers at small SaaS companies that have shipped an AI customer-support or sales agent
- Continuous injection scanner that probes the customer's deployed agent with the latest known attack templates
- Plain-English risk report ranked by exploitability and business impact
- Embeddable AgentTrust badge and certificate page for the company's site
- Fix recipes: 'here is the system-prompt change that closes 80% of these holes'
The Prismata paper demonstrates that even state-of-the-art defenses are not bulletproof, and regulators plus enterprise buyers are starting to ask 'is your agent safe?' — small vendors will need a credible answer.
AI agent security is a hot topic (CB Insights: market exploded from ~300 to thousands of players), and Microsoft/OWASP/Gartner all flag prompt injection as the #1 LLM risk — but the source trend is only a 10-point HN post and the named buyer (small SaaS PMs) historically under-spends on security, so real pull from SMBs is unproven.The AI agent market map - CB Insights Research ↗When prompts become shells: RCE vulnerabilities in AI agent frameworks ↗
Existing AI-security vendors (Palo Alto, CrowdStrike, Microsoft, Google, IBM, Protect.ai per CRN/Wavestone) are enterprise-grade platforms, not quarterly audits + public trust badges for SMBs; open-source scanners (DeepTeam) and OWASP guides partially compress DIY but no one is selling the badge.2025 AI security solutions Radar | Wavestone ↗Top 5 agentic AI security companies to watch in 2025 ↗
Real LLM/AI red-team engagements price at $6K-$45K per audit (SecurityWall 2026 guide) and general SaaS pentests run $15K-$35K for Series A-B startups — SMB founders rarely budget this without enterprise-mandated compliance, and a quarterly subscription badge has no comparable paid precedent in the SMB tier.LLM Security Audit Cost: What to Budget in 2026 ↗Penetration Testing Cost in 2026: Full Breakdown | Autonoma ↗
Prompt injection is OWASP LLM01:2025 (ranked #1) and Microsoft is publishing RCE chains via agent frameworks — this is a structural security category, not a fad, with EU AI Act and enterprise procurement driving sustained demand.LLM01:2025 Prompt Injection - OWASP Gen AI Security Project ↗When prompts become shells: RCE vulnerabilities in AI agent frameworks ↗
Open-source frameworks (DeepTeam, OWASP Gen AI Red Teaming Guide) make the scanning engine buildable, and the badge issuance itself is trivial — but credible testing of private customer-input channels requires customer access and ongoing rule maintenance, which is non-trivial labor.GitHub - confident-ai/deepteam ↗AI Red Teaming: The Complete Guide - GitHub ↗