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Baseline

Conviction, built on clarity.

Fintech · ResearchWeb platformVisit live product
Baseline screener — every company scored on one rubric
THE IDEA

The qualitative foundation of your thesis.

Equity research that scores what quant screeners can't. Baseline rates 3,600+ global companies on one fixed rubric — pricing power, switching costs, management quality and more — with every score backed by an in-depth written rationale. Not another AI chatbot: outputs are pre-generated for every question on every stock, tagged and organized for screening. Used by buy-side and sell-side analysts, family offices, and serious retail investors.

OUR ROLE

Built end to end for the a5 Labs team — research pipeline, scoring system, and the product around them.

3,600+companies scored
3lenses · 30+ sub-dimensions
82%claims verified, 0 fabricated
40%of a new-company ramp, in an hour
RESEARCH NOTES / PRODUCT & ENGINEERING

Conviction starts
with understanding.

The product challenge: make a large body of qualitative research useful at the speed of an analyst’s workflow. From a broad screen to an individual business, the reasoning stays in view.

01Business quality
02Competitive dynamics
03Risk
01 / SCREEN THE UNIVERSE

Find the qualities behind the numbers.

Pricing power, switching costs, management quality. Smart filters make qualitative judgments searchable across 3,600+ companies, using the same rubric throughout.

Baseline smart filters for qualitative company screening
EXHIBIT 01Screen the universe / Actual product interface
02 / READ THE REASONING

Every score has a story.

Company views put the written rationale beside the scores. Research grounded in primary filings and earnings transcripts gives analysts something to examine, question, and build on.

NVIDIA company research in Baseline with scores and written rationale
EXHIBIT 02Read the reasoning / Actual product interface
03 / KEEP THE FRAME CONSISTENT

Different businesses. A shared language.

Business Quality, Competitive Dynamics, and Risk form three consistent lenses. More than thirty sub-dimensions bring structure to the differences between companies.

Apple company research using Baseline's consistent scoring framework
EXHIBIT 03Keep the frame consistent / Actual product interface
THE PRODUCT PRINCIPLE

Research ready to read.
Reasoning ready to question.

Pre-generated research, tagged and organized for screening. Every score backed by a written rationale.
THE DIGITAL FRONT DOORExplore the live site
● ● ●baseline.a5labs.com
Baseline — the qualitative foundation of your thesis, with company search and screener
When I am looking at a new company, Baseline gets me 40% there in an hour. This process previously would take me days.

Buy-side analyst, Baseline user

NEXT WORLD TO EXPLORETrivia Pirates

Come for the trivia. Stay for the chaos.