ClickHouse seeded · platform-neutral foundation

Decide where real-time analytics genuinely fits — and say so when it doesn't.

A structured workspace for technical and commercial teams evaluating real-time data platforms. Every recommendation is rule-based, explainable and paired with the conditions under which it should be withdrawn.

Current mode: learn. Switch modes in the header to change what is shown — seller mode adds internal guidance, customer mode removes it entirely.

12

Use case patterns

20

Customer stories

10

Platform comparisons

10

Objections handled

Workspace

Ten sections, one workflow

Learn the technology, qualify the opportunity, build the case, then prepare the conversation.

Learn
Foundations, architecture, operations and commercial framing — including where the technology is the wrong tool.
Use Cases
Twelve seeded workload patterns from fraud and trading to LLM observability and embedded analytics.
Customers
Twenty reference patterns with challenge, approach, outcomes and a shareable soundbite.
Compare
Ten platform comparisons with an explicit 'where it does not win' column and coexistence guidance.
Assess
Rule-based Directional Fit Score with a transparent factor breakdown, concerns and architecture advice.
Accounts
A workspace per account: assessments, architectures, ROI, briefs, discovery notes and MEDDPICC.
Coach
Deterministic, context-aware coaching composed from seeded content and account state.
ROI
An editable illustrative business case with a three-year view — clearly labelled, never a quote.
Integrations
Planned CRM, messaging and API connections. Nothing is live yet, and nothing pretends to be.

How to read the guidance

Deterministic, not generative

Scores and coaching come from published rules over seeded content. The same inputs always produce the same output, so you can defend the reasoning.

Honest about limits

Every comparison names where the platform loses, and every assessment lists the conditions under which the incumbent is the right answer.

Illustrative economics

ROI output is a planning model built from your own assumptions. It is not a quote, a benchmark or a guaranteed outcome.