Manifesto

Point it at any API. Get a dashboard back.

Most analytics tools lock you into their own data model — migrate everything into their schema first, then wait for their dashboard to catch up. We built the opposite: point it at the API you already have, define what sum/average/trend actually means for your business, and get a live view back without re-platforming anything.

Why this exists

Every business ends up with metrics scattered across three or four different tools, none of which talk to each other. A dashboard that only shows you one of those isn't the answer — one view, built against the sources you actually use, is.

How we work

We scope your data sources and the exact metrics you need before writing any aggregation logic. Fixed price, fixed delivery window. Verified against real sample data before handoff.

What we won't do

We don't lock you into our own data model or hosting — you own the dashboard instance and the aggregated data it produces. We also won't guess at what your metrics should mean; that's defined by you, at scoping.

Standalone by default, ecosystem-ready if you want it

Analytics Dashboard runs on its own against any API you point it at — no other Aeterna AI Architects module is required. But it speaks the same webhook and API language as the rest of the platform, so if you're already running Scraper Engine or Match Engine, aggregating their output here is a connection, not a rebuild.

Who we build for

Businesses with metrics spread across multiple APIs who are tired of checking four dashboards to answer one question.