Today, we’re excited to launch Web Search for Zenlytic. Your AI data analyst has always been powerful, but she’s been blind to the outside world. Every question Zoë answered was limited to what lived inside your data warehouse. Market shifts, competitor moves, breaking industry news: all invisible.
That changes now. Zoë pulls real-time context from the open web and combines it with your private company data in a single conversation. The result is a complete picture: internal performance plus external context.
Web search with your data is amazing. When it’s secure.
Why web search is so complicated for analytics agents
An analytics agent with web access sits at the intersection of three capabilities, and that combination is exactly what makes it dangerous:
- Access to private data — your company’s sensitive analytics.
- Access to external content — the open web.
- The ability to take action — sending data somewhere.
What if the agent sees some malicious context from a web page and takes an unexpected action to send that data out of your system? Some of your most precious and sensitive data could be exfiltrated by a hacker just like that. In seconds.
Most AI analytics vendors ignore this problem entirely. We refused to.
Secure by design, not by guardrails
We’ve designed a custom web search implementation natively for data agents. It’s not possible for Zoë to exfiltrate data because we carefully craft her tools so that capability simply doesn’t exist.
This isn’t a filter or a guardrail that can be bypassed by a clever prompt injection. It’s a structural guarantee. The tools available to Zoë are designed so there is no pathway for data to leave your system, regardless of what instructions might appear in web content.
Your team gets the full power of web-enriched analytics without the risk that keeps CISOs up at night.
What’s new
Architecturally impossible to exfiltrate data. Most AI agents rely on filters and guardrails that can be bypassed by prompt injection attacks. Zoë’s tools are carefully crafted so that data exfiltration isn’t prevented by a rule. It’s prevented because the capability doesn’t exist. No pathway out means no risk, period.
Combine web intelligence with private data. Ask Zoë a question that requires both internal analytics and real-time external context. She pulls web results and cross-references them with your private company data in a single conversation. Competitor closures, market shifts, industry news: all layered on top of the metrics you already trust.
Real-time context, not stale snapshots. Zoë searches the live web every time you ask. No pre-loaded datasets, no weekly refreshes, no outdated snapshots. Whether it’s a competitor announcement from this morning or a supply chain disruption from last night, Zoë finds it and factors it into her analysis.
Built natively for data agents. This isn’t a generic web search API bolted onto an analytics tool. Zenlytic built a custom web search implementation designed specifically for AI data agents. The architecture ensures that web content and private data interact safely, giving your team web-enriched analytics without compromising security.
See it for yourself
Web Search is live for Zenlytic customers today. If you want to see Zoë answer questions with real-time web context layered on top of your private data, book a demo.