Freeze what a good decision must accomplish.
Plinth distills your intent into numbered acceptance criteria, constraints, assumptions, and falsifiers. That contract becomes the reference point downstream roles cannot quietly rewrite.
Include the alternatives, organization, stakes, timing, constraints, and anything important the public internet will not know.
Describe the choice in your own words. Plinth searches for relevant companies, products, market moves, and constraints. You decide which comparisons belong in the brief. It then builds several credible ways forward and shows the case for and against each one.
Plinth distills your intent into numbered acceptance criteria, constraints, assumptions, and falsifiers. That contract becomes the reference point downstream roles cannot quietly rewrite.
The Researcher finds outside perspectives, but only the comparisons you choose can shape the brief. Context remains context; cited evidence remains evidence.
Each posture exposes tradeoffs, evidence, assumption load, criterion-level tensions, and one bounded next test. The reasoning trail ships with the brief.
The brief might include this posture alongside two materially different alternatives.
Market entry, build-or-buy choices, product investments, partnerships, acquisitions, pricing changes, and operating-model decisions.
Deadlines, budget, internal capabilities, customer evidence, existing beliefs, political constraints, and anything the public record will miss.
A ranked answer, an ROI prediction, or an authoritative recommendation. The people responsible for the outcome still make the call.
The hard part is rarely a missing score. It is getting the actual disagreement onto the page without flattening it. A brief is small enough to read before a meeting and concrete enough to argue with during one.
When several paths look plausible and the roadmap needs a defensible investment thesis.
When time and capital are limited, but the available choices carry different kinds of risk.
When the client needs a sourced starting point that can survive scrutiny and be revised in the room.
When disagreement is present but buried inside different assumptions, vocabularies, or incentives.
Numbered criteria are frozen before outside evidence can bend the question.
What you supply is carried forward as context, not silently converted into external validation.
Distiller, Researcher, Analyst, and Decision maker have distinct authority and cannot bless their own rewrites.
Missing evidence becomes an assumption, falsifier, or next test—not a confidence score.
The audit trail is part of the artifact, not residue hidden in a system log.
A paragraph is usually enough. Name the alternatives, why the choice matters, timing, constraints, and any internal facts that would materially change the analysis.
Usually between thirty and ninety seconds for competitor discovery, followed by another research pass when you build the brief. Source availability and decision complexity affect timing.
No. It presents several defensible postures, their evidence, sacrifices, assumptions, counterevidence, and next tests. It does not rank them.
Yes. Competitor selection is an explicit step. The final analysis uses the set you choose, not every result returned by the first search.
Sources stay attached. Assumptions remain visible. Unanswered questions do not quietly become facts.