Research note · 15RockFiled · 2026-05-27

Citeddecision artifacts.

The artifacts your team ships — memos, briefs, slides, ratings, plans — produced from your sources and methodology, with every claim traceable to the page it came from.

Source · to · decision

The evidence path

Every artifact below runs through the same six-stage workflow. Configured for the output, never for the prompt.

01

Source map

Ingest trusted sources

02

Claim engine

Map claims to evidence

03

Workflow engine

Apply your methodology

04

Draft artifact

Generate cited output

05

Reviewer loop

Human validates

06

Decision pack

Export memo · brief · board pack

How it runs

How the workflow runs

Six terms you'll see across the product. Each maps to a concrete artifact, not a marketing concept.

Source map

Every trusted input — filings, broker research, internal models, regulatory data — registered and verified before it can be cited.

Claim engine

Maps each assertion in a draft to the evidence span it came from. Unsupported claims surface before review.

Workflow engine

Your methodology — IC framework, scoring rubric, red-flag library — running as a repeatable workflow, not a prompt.

Reviewer loop

Analyst review at the claim level. Approve, flag, or rewrite — every action recorded against the evidence.

Decision pack

The output: memo, brief, or board pack — every paragraph traceable to its source.

Audit trail

Every source ingestion, claim mapping, reviewer action, and export — captured and exportable with the artifact.

Start small

Most teams begin with one workflow, one source set, and one output.

Start a focused prototype

Bring us one target. Get back a cited artifact.

Two-week proof of concept on your companies, sectors, and methodology — we'll produce a decision pack before you commit.

Start a Pilot

Used by teams at

Built from hands-on use across investment firms, advisors, banks, and global enterprise teams.

BlackRockGIPBCIRBCScotiabankBMOManulifeAvnetBugatti