Introducing Web Search: Real-Time Intelligence Meets Your Private Data
Web search is massively important for analytics agents. But it also should be very scary. We built it so it's not.
Why Web Search Changes Everything for Analytics Agents
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.
the security problem
Why Web Search Is So Complicated for Analytics Agents
Your company's sensitive analytics
The open web
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.
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THE ZENLYTIC APPROACH
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.
That means your team gets the full power of web-enriched analytics without the risk that keeps CISOs up at night.
features
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.
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.
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.
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.
Intuitive BI that your team will actually use
BI tools have always been built for technical users, making them inaccessible for the rest of your team. Zenlytic is metrics-native, making it self-service for normal people too. Powerful for them, easy for you.

With fast, configurable follow up questions, say goodbye to pulling lists of emails.
Your end users can ask Zöe in natural language, visualize data, and schedule dashboards.
Talk to Zenlytic in Slack, email, and discord, or explore visuals in the Zenlytic dashboard.
Table calculations that are so easy, your team will use them like spreadsheets.
Smarter semantic data modeling - a cognitive layer
Self-serve fails because the data models haven’t been smart enough yet. Our powerful cognitive layer is a data model that ensures end-users can explore data without having to understand the warehouse. Zenlytic is DRYer, simpler to build, and easier to maintain than LookML.

Our engine can dynamically join tables, merge results, and unify dates to produce consistent SQL.
Join tables once (no more overlapping ‘Explores’) to reduce bloat and make your data modeling easier.
Integrate fully with dbt. Don’t use dbt? No problem. Everything works with our built-in data model.
No more reconciling numbers. Define metrics once and make them available to the whole team.
Enterprise-grade infrastructure
Zenlytic is an enterprise-grade BI tool that supports your entire organization. Here’s what you need to know about our security, speed, and capabilities.

Configurable caching reduces warehouse load, saves you money, and runs your queries faster.
Zenlytic runs monolithically behind 256-bit AES encryption and never stores any of your data.
Easily ensure the right people have the access to the right data.
Never leave Zenlytic for the fastest possible build-execute cycle.