Variance

Also known as Variant

2 Mentions 13 Facts 13 Sources Used by 1 company

Key facts

Founded by: Michael, co-founder
Karim, co-founder
People: Karim, CEO
Capabilities: agents can use a browser to retrieve data from customer review tools
AI agents automate content, fraud, and identity reviews at scale
Post-trains open-source code models to generate aesthetically informed SVGs, starting with icons

From talks

Results and examples shared in single talks

access to over 100 business registries worldwide 8:26 This Startup Catches Fraud at Scale
AI agents triage 99% of cases; the remaining 1% usually need human review 17:12 This Startup Catches Fraud at Scale
12 employees, including five software engineers 16:31 This Startup Catches Fraud at Scale
Series A: $21 million 0:05 This Startup Catches Fraud at Scale

Tech stack & tools

Based on job postings, talks and code

Tech stack 2

Cursor 1 srcGoFundMe 1 src

Labels show how a tool is used (core product, infra, data, ML, security); “N jobs” counts the job postings that require it. Click a count to see the evidence. How we verify

Timeline 6

Dated events, newest first. Open the sources under any item.

How we verify

Founded2People1Capability3

20265 events

as of Mar 2026Capability
Agents can use a browser to retrieve data from customer review tools
“The agent opens a really old review tool built for a human, pulls that data, and reasons over it.” 11:26
Unverified1 source· Talk
as of Mar 2026Capability
AI agents automate content, fraud, and identity reviews at scale
“We automate content review, fraud reviews, and identity reviews at scale.” 0:48
Unverified1 source· Talk
as of Mar 2026People
Karim is CEO at Variance
“the CEO had just been hit by a truck.” 25:59
Unverified1 source· Talk
reported 2026-03Founded
Michael founded Variance
co-founder
“Michael and I were stubborn about eliminating inefficient parts of the system.” 13:14
Unverified1 source· Talk
reported 2026-03Founded
Karim founded Variance
co-founder
“I’m really excited to be here with Karim, the co-founder of Variant.” 0:05
Unverified1 source· Talk

20241 event

2024Capability
Post-trains open-source code models to generate aesthetically informed SVGs, starting with icons
“teach them aesthetics, starting with icon generation” 7:55
Unverified1 source· Talk

Talks by Variance 0

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Mentioned in 2

Talks by others that mention this company

This Startup Catches Fraud at Scalementioned by Karim 0:05
2024: The Year the GPT Wrapper Myth Proved Wrongmentioned by Gary and Jared 7:55