Use cases
Who it’s for, and what it does for them.
Each example below is a prompt you can run in Analyze, on the data sources it names.
01Use case
Salesforce admins, architects, developers and consultants
Understand an org you didn’t build, change it safely, and explain it to others.
Answers from the org’s own metadata, cited to the file and line and to official Salesforce documentation; diagrams of the data model and Flows; models of a change’s reach, field access and org limits; audits and developer handoffs. Read-only: Symposium never connects to your org.
See Analyze for Salesforce
02Use case
Analysts who have to cite their sources
Policy, economics, journalism and fact-checking: make claims that survive scrutiny.
Pulls from primary sources instead of web snippets, marks where every figure came from, and lets a panel of AIs argue the reading. Check independently has a different AI redo any point before you rely on it.
Inflation Claims Fact-Check
Five common claims about inflation and wages, checked against FRED with sources and confidence levels
FRED
Recession Watch: a Three-Analyst Panel
Three teammates each take a slice of the economy, then reconcile where they disagree
FRED · BLS
Global Development, Region by Region
One teammate per region charts 20 years of progress, then the regions are ranked side by side
World Bank · UN Population
Income Across America
Median household income by state as a classed choropleth, with the top and bottom 10
US Census
03Use case
Researchers and graduate students
Map a literature, or brief a paper fast.
Literature landscapes from scholarly indexes, and a cited brief of any PDF you upload, read with its tables and figures.
Research Landscape Map
A citation network of the most-cited work on retrieval-augmented generation
OpenAlex · Crossref
Brief This PDF
Any PDF you upload, read with its tables and figures: the argument, the numbers, and what's missing
Your upload
04Use case
Health and life sciences
Medical affairs, pharmacovigilance and clinical operations: check a safety signal, scan the trials.
Adverse-event reports and trial records with their provenance, and a reviewer that pushes on the reading.
Drug Safety Check
Adverse-event reports and active trials for semaglutide, with common claims checked against the data
openFDA · ClinicalTrials.gov
Analysis of public data, not medical advice.
05Use case
Finance and investing research
Equity analysts, FP&A and serious individual investors: brief a filing, test the assumptions.
10-K briefs, market dashboards, and models whose inputs you change and run again, with scenarios side by side.
10-K Executive Brief
A company's latest 10-K distilled into a leadership-ready brief — exports as a formal PDF with cover page
SEC EDGAR
Stock Market Dashboard
Stocks and macro indicators as a metric-forward dashboard report — exports to a widescreen landscape PDF
Yahoo Finance · FRED
What Can I Afford? A Mortgage Model
Today's mortgage rate from FRED behind a model you adjust: income, down payment, rate and term
FRED
Analysis of public data, not investment advice.
06Use case
Operations and planning
Ops managers, service desks, clinics and contact centers: staff it, forecast it, find where work waits.
Forecasts from your own spreadsheets, and a process drawn as a diagram and simulated, so you can compare staffing scenarios before you change anything.
12-Month Retail Forecast
Three forecasting models backtested on US retail sales, with 80% and 95% intervals
FRED
07Use case
Consultants and technology leaders
Get to a recommendation leadership will read.
Decision memos and executive briefs that publish as PowerPoint, Word and PDF, and independent panels when one model’s opinion isn’t enough.
Framework Decision Memo
FastAPI vs Flask, weighed into a recommendation with tradeoffs and an adoption plan
PyPI · Stack Exchange