How It Works
Every analysis runs through the Symposis framework: six structured phases that mirror how a world-class research team approaches complex questions, compressed into minutes rather than weeks.
The Symposis Framework
Whether you ask about a scientific controversy, an ethical dilemma, a business decision, or a policy debate, Kindred walks you through the same rigorous process. The Symposis framework, named for the ancient Greek tradition of convening diverse voices around a shared question, structures every analysis into six phases. Each phase builds on the previous one, creating layered analysis grounded in real sources.
Issue Framing
“What are we actually talking about?”
The analysis begins with clarity. We strip away jargon, framing, and spin to produce a plain-language executive summary: a headline, situation brief, stakes assessment, and key terms. Accessible to a lay reader, precise enough for a subject matter expert.
Origins & Context
“How did we get here?”
We build the historical, institutional, and factual background you need to understand how this topic reached its current state. A timeline of key events, relevant background adapted to the topic type, stakeholder mapping, and primary source links.
Multi-Disciplinary Argument Analysis
“What are the strongest cases on each side?”
This is the core intellectual engine. For every major position, we construct the strongest possible argument drawing from every relevant discipline: philosophy, science, law, history, economics, technology, the arts, and more. Every argument is paired with its strongest rebuttal. Nothing is strawmanned.
Comparative Context & Precedent
“Has anything like this happened before?”
We identify historical analogies, structural parallels, international comparisons, and cross-civilizational perspectives. Each precedent is rated for parallel strength, and we name where every analogy breaks down.
Assessment & Implications
“So what does this mean?”
Analysis becomes synthesis. An argument scorecard, time-horizon projections (immediate, medium-term, long-term), uncertainty mapping, and a perspective selector that genuinely shifts the analysis based on whose viewpoint you choose.
Sources & References
“Where did this come from?”
Full, transparent sourcing. Every source is classified (primary, secondary, tertiary), annotated, bias-flagged, and linked. Every factual claim in the analysis is traceable to a source. Radical transparency is not a feature; it is the foundation.
Domain Lenses
By default, every analysis convenes the full table: all disciplines, all perspectives, weighted by their relevance to your topic. For deeper treatment from a particular angle, optional domain lenses adjust emphasis without removing any perspective.
A scientist using the Scientific lens still sees the philosophical arguments and historical precedents; they are just organized in a way that speaks their language. Lenses shape emphasis, not exclusion.
Source Verification & Bias Flagging
Every source is classified by type (primary, secondary, tertiary), annotated with what it contributes to the analysis, and flagged with factual bias indicators: organizational affiliations, funding sources, and known editorial perspectives. Verification status is transparent: multi-source confirmed, single source, or unconfirmed.