Andromeda

Most analysis still begins as a paragraph. An editor's brief, a tasking from counsel, a question from a desk. The path from that paragraph to a citable report is artisanal: a single analyst reads sources, runs searches, drafts notes and stitches together a narrative, mostly in private, mostly without a record of what was tried, what was discarded, and why. The output looks polished. The reasoning behind it does not survive contact with an adversary.

Andromeda is Illumium's attempt to industrialise that work without losing the discipline of it. The system takes a brief and decomposes it into a structured research plan. A planner agent breaks the question into sub-questions. Retrieval agents pull candidate evidence from open archives, court systems, regulators, and the long tail of public registries. A drafting agent assembles a report, and every claim in that report carries a provenance link back to the document and span it was drawn from.

The spine of an Andromeda investigation is the intelligraph: a directed graph of entities, events, documents and reasoning steps. Each node is a fact the system thinks it knows; each edge is the inference that connects them. The graph is queryable, exportable, and adversarially reviewable. An analyst can ask, of any conclusion, the sequence of upstream evidence that produced it, and re-run the branch under a different assumption to see what changes.

Andromeda is built around a single conviction: at machine scale, the audit trail is the product. Every agent action is logged. Every retrieval is recorded with its query, its corpus, and its discarded candidates. Every disagreement between agents is preserved rather than smoothed over. The system is designed so that a hostile reader, given the same inputs, can replay the investigation step by step and locate the precise point at which they would have decided differently.

The first release is being piloted with a small set of accountability partners: investigative newsrooms, a regulatory monitor, and a public-interest litigation team. Illumium is using these pilots to calibrate where the system improves on traditional research, where it remains worse than a careful human, and where it changes the shape of the work itself.