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AI agents

Fragment

Fragment’s premise is that every company using AI will need humans in the loop, and software for the handoff between AI and humans. We start by helping operations teams in fintech companies with task management for their manual processes (onboarding, compliance…). Building on top of this, we make it easy to increase automation by adding a layer of human supervision.

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #2641

Fragment’s premise is that every company using AI will need humans in the loop, and software for the handoff between AI and humans. We start by helping operations teams in fintech companies with task management for their manual processes (onboarding, compliance…). Building on top of this, we make it easy to increase automation by adding a layer of human supervision.

source
generated read
High Signal interpretation

Fragment is classified as AI agents from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
AIfintech companiessoftwareoperations teams
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Fragment

AI agents · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Affinity

match 71

Affinity is a compliance training platform designed specifically for regulated industries. We’ve previously built a fintech from inception to a successful exit and are leveraging that experience to solve the learning management needs of regulated tech companies from growth stage to large enterprise banks.

shared extracted concept terms: fintech, companie; shared product terms: compliance, fintech, management, need; shared product theme: finance and payments, security and compliance; shared affiliation: Y Combinator

Invoid

match 66

Invoid currently processes more than 5 million KYC’s/ month and works with over 35 companies in India, including some of the leading banks, fintechs, investment platforms & shared economy companies. Using our solution, companies see onboarding speed increase by 5x and costs reduce by >80%.

shared extracted concept terms: fintech, companie; shared product terms: fintech, companie, processe, onboard; shared product theme: finance and payments; shared affiliation: Y Combinator

Sphinx

match 61

Sphinx automates the manual work of compliance analysts. Our AI agents make AML decisions, helping banks and fintech eliminate onboarding bottlenecks.

shared extracted concept terms: fintech; shared product terms: fintech, manual, onboard, compliance; shared product theme: workflow automation, finance and payments, security and compliance; same category: AI agents; shared affiliation: Y Combinator

Lumina

match 59

🚀 Lumina💧 (YC W22) is a fast growing job platform in Southeast Asia with 1.5 million workers, helping 30k companies recruit and optimize at scale. 🤖 We are now expanding globally with Lumibot, a bespoke AI+human-powered automation service. We help companies automate mundane, repetitive processes with AI and human-in-the-loop catering for various use cases in data ops and complex workflows. This allows your business to focus on your core and grow faster, better and cheaper. 👌Our AI-powered au

shared extracted concept terms: companie; shared product terms: human, loop, companie, processe; shared product theme: workflow automation; same category: AI agents; shared affiliation: Y Combinator

Middesk

match 56

Middesk's mission is to enable every business to access the products and services they need to grow and thrive. We believe that if we can make it easy for a business to access financial products, hire new employees, and transact with other businesses, that we increase the odds of success for that business to contribute to its community and the broader economy. Our Identity provides accurate, complete information that financial services companies need to make efficient onboarding decisions. Our A

shared extracted concept terms: companie; shared product terms: need, companie, onboard, easy; shared product theme: security and compliance; shared affiliation: Y Combinator

Hemut

match 51

Next-generation truck management software to automate back-office operations for trucking companies. Features include AI agents to automate inbound/outbound calls, AI document upload to reduce manual data entry, load sourcing tools, automated accounting, and more.

shared extracted concept terms: companie; shared product terms: management, operation, companie, manual; shared product theme: workflow automation; same category: AI agents; shared affiliation: Y Combinator