Choosing a data platform shouldn’t start with a feature checklist. It should start with tough questions: What problems are you facing today? How much are these problems costing you? And what would it mean if you didn’t have to make those trade-offs?
We regularly have these kinds of discovery discussions with our prospects. Here’s an example of what a conversation between our team and a prospect looks like.
Hydrolix: How much data are you ingesting every day?
Prospect: About 40-50 TB daily, and it’s growing fast.
Hydrolix: At that level, what’s your current monthly spend?
Prospect: Too much—and it’s breaking our budget.
Hydrolix: And how are you managing that growth? Are you cutting fields, sampling, or limiting retention?
Prospect: Yes, we’ve had to sample a lot.
Hydrolix: How much are you sampling?
Prospect: About 90% of all the data we ingest.
Hydrolix: That’s common, but it means decisions are based on partial visibility. Hydrolix ingests at full fidelity, compresses data 14–20x, and scales linearly, so you can keep all your data without breaking the budget. When you sample that much, how does it impact your organization?
Prospect: Sometimes after investigating, we hit a dead end and need to access data that we had in cold storage.
Hydrolix: That must take a lot of time… How long do you actually want to keep data searchable?
Prospect: Compliance requires 365 days, but we only keep 14 days hot. After that, it goes into cold storage.
Hydrolix: When you need older data, how long does retrieval take?
Prospect: Hours, sometimes a full day.
Hydrolix: That delay isn’t just an inconvenience, it harms investigations, weakens your security posture, and exposes you to higher costs. According to industry studies, IT downtime can cost around $5,600 per minute.
If retrieval alone adds even 10 minutes to an investigation, that’s ~$56,000 of exposure, and that’s before you factor in regulatory fines, reputational damage and extended attacker dwell time.
Hydrolix makes it possible to keep years of data hot and instantly accessible, so you’re compliant and your teams can act on long-term history without waiting or paying steep cold-storage retrieval costs.
Hydrolix: Who in your organization has access to data today?
Prospect: Mostly engineering. Security, BI, and product teams rely on us for extracts, but we can’t give them direct access because it’s too expensive and slow.
Hydrolix: So engineers become gatekeepers, and other teams make decisions with partial data. How much time do engineers spend just servicing those requests?
Prospect: Several hours a week each, sometimes days for big pulls.
Hydrolix: Yeah that’s not unusual. Across industries, data bottlenecks are one of the biggest sources of wasted engineering capacity. Every hour spent pulling logs is an hour not spent on building, innovating, or fixing critical systems. If your team of 10 engineers each loses 5 hours a week to manual extracts, that’s 200 hours a month, essentially a full-time engineer consumed by grunt work.
The other cost is decision quality. Security teams working from partial datasets risk missing hidden attack signals. BI and Product teams lose the ability to run long-term trend analysis. In other words, you’re paying for the data but not realizing its full value.
Hydrolix removes that bottleneck. With high concurrency and sub-second query performance at scale, every team Security, SRE, BI, Product, can not only see the data but explore the same dataset directly without depending on engineering as middlemen.
Stepping back, how do these challenges add up across your business?
Prospect: We’re spending more, waiting longer, and still not getting the full value of our data.
Hydrolix: And that’s exactly where we fit: we give you scale without runaway costs, speed without lag, and long-term retention that’s actually usable. It’s not about checking compliance boxes, it’s about giving every team immediate access to the insights they need.
Now let’s step forward for a moment. What would it mean for your company if these challenges were solved, if you didn’t have to make trade-offs on cost, speed, or access?
Prospect: Honestly, it would be huge. We wouldn’t have to cut data anymore, which means better investigations and more complete insights.
Hydrolix: What impact would that have on your teams?
Prospect: Engineering would get back weeks of time every quarter. Security could run full-fidelity investigations instead of chasing partial clues. Product and BI would have real data to guide strategy.
Hydrolix: And what about the business as a whole? What changes if you go from waiting 30 minutes for visibility to having visibility in 15 seconds?
Prospect: Faster incident response, lower SLA penalties, happier customers. It would make us more competitive.
Hydrolix: So in concrete terms:
- Faster MTTR leads to lower costs and better uptime.
- Accessible data for all teams results in better security, smarter products, and stronger business intelligence.
- Long-term data that’s hot for queries provides compliance and historical insights, without delays.
With Hydrolix, data is no longer a cost center and becomes a competitive advantage.
Conclusion
If you’re ingesting tens of terabytes a day, waiting too long for queries to return results, cutting data to save money, or limiting access to keep costs down, then it’s worth a deeper conversation about whether Hydrolix might be a good fit. Because the right platform doesn’t just store your data; it unlocks what your business can do with it.
Contact Hydrolix about a proof of concept or demo.
