Built for every team. Every industry.
Your database stores your data. Eisberg runs your company — it learns your whole business and lets anyone, in any role, ask and act in plain language, governed, on data you own. It's early, and we're honest about it: no logo wall, no invented case studies. Here's who it's built for — and how to be first.
What a team in your industry would do with it.
Illustrative scenarios of what's possible on the platform today — not accounts of named customers. The pattern is the same everywhere: a plain-language question over the whole business, a governed answer, and an action a human approves.
Insurance
A claims-operations lead asks, in plain language, which open claims are trending past their handling benchmark and why — and Eisberg answers from policy, claims, and adjuster-notes data together, flags the cohort driving it, and drafts the reassignment for a human to approve. Governed end to end, with PII masked by role.
Manufacturing
A plant manager asks why scrap rate moved this month. Eisberg joins line telemetry, supplier lots, and maintenance logs it has learned, traces the variance to a specific input batch, and opens a supplier-quality task with the evidence attached — instead of a three-team spreadsheet hunt.
Capital markets & hedge funds
An operations analyst asks which counterparty exposures crossed an internal threshold overnight. Eisberg computes it across positions and reference data on storage the firm owns, shows the lineage behind every number, and logs the whole exchange on a tamper-evident audit trail — built for teams whose regulators read the logs.
Retail
A merchandising planner asks which SKUs are selling ahead of forecast by region and what that does to inventory cover. Eisberg answers from POS, inventory, and forecast data in one governed pass — and can watch the question continuously, raising its hand only when the variance is worth a decision.
Healthcare
A revenue-cycle team asks which denial categories are growing and which payers drive them. Eisberg answers with PHI masked by role from the first query, every access logged — so the analysis that used to require a data-team ticket becomes a plain-language question anyone authorized can ask.
Government
A program office asks how disbursements this quarter compare to plan across departments, and which grantees are behind on reporting. Eisberg answers from systems it reads in place — no copy into a vendor's vault — with a complete audit chain a public-records office can stand behind.
Not the 10% who write SQL. The whole company.
Warehouses serve the analysts. Eisberg is built for everyone whose job runs on the data — which is everyone.
Finance
Ask 'revenue vs. budget this quarter, and what's driving the gap' — get a governed answer with lineage, not a week-old spreadsheet.
Marketing
See which campaigns actually moved pipeline across every system that touches a lead — without waiting on an analyst.
Engineering
Open formats, real SQL, an API-first platform — and the data questions from other teams stop landing in your queue.
Operations
Watch the metrics that run the business continuously; get pulled in only when something crosses a line worth a decision.
Compliance & Risk
Classification on contact, masking enforced by role, and a tamper-evident audit trail for every query and agent action.
Sales
Ask which accounts are trending toward churn or expansion, grounded in product usage and billing — in plain language.
HR
Headcount, attrition, and comp questions answered governed — sensitive fields masked by role, every access logged.
Executive
One place where 'how is the business doing, and why' has a current, auditable answer — and where deciding turns into action.
Be one of the first — and shape what this becomes.
We're inviting a small first cohort of teams into early access: connect your real data, put real workloads on the platform, and work directly with the people building it. Here's what that actually means.
Why join before the logo wall exists.
The core is real today
Plain-language ask-and-act over your data, autonomous classification and masking by role, a business model learned from your real sources, and a tamper-evident audit trail — running on proven, open-source engines against open Iceberg in your bucket. That's what you'd onboard onto, not a slideware promise. (GPU-accelerated execution is on the roadmap, not shipped — we'll tell you that unprompted.)
Early means leverage
There is no installed base whose needs outrank yours. A design partner's workload is the platform's priority list — the kind of influence over a data platform that disappears the moment a vendor has a thousand customers.
Honesty is the deal
We have no published customers, and we won't invent them. Names and outcomes appear on this page only when real partners clear their own security and legal review — and not a day before. If a vendor's logo wall matters more to you than its architecture, we're the wrong choice today.
Bring a real workload. Shape the platform.
If your team has a question the warehouse can't answer — or a process a human shouldn't have to babysit — bring it. We'll connect your data live, show you exactly what's real today, and build toward the rest together.