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AI agents

Handl

Handl converts documents (invoices, income stabs, custom forms, etc.) into structured data through simple API. 100% automation implies no need for any supervision/manual work on your side and allows you to reduce costs, improve response time, and operate accurate data. Powered by the merge of ML/AI + humans-in-the-loop to work in real-time even for the most complicated cases

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 #4222

Handl converts documents (invoices, income stabs, custom forms, etc.) into structured data through simple API. 100% automation implies no need for any supervision/manual work on your side and allows you to reduce costs, improve response time, and operate accurate data. Powered by the merge of ML/AI + humans-in-the-loop to work in real-time even for the most complicated cases

source
generated read
High Signal interpretation

Handl 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
ML/AIsimple APIhumans-in-the-loopcustom formsincome stabs
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 Handl

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.

rift

match 82

rift is B2B lead routing made simple. Inbound workflows leak revenue at every step. Routing is manual. Calendar links are generic. No-shows go unrecovered. The handoff between form fill and booked meeting is where pipeline quietly dies. rift fixes that. One system for the full inbound lifecycle: > Capture. Custom web forms that collect and qualify leads in real time. > Route. Instant validation, enrichment, and assignment to the right rep. > Schedule. Top prospects get the best calendar slots, m

shared extracted concept terms: custom, form; shared product terms: custom, form, simple, no; shared product theme: workflow automation; shared affiliation: Y Combinator

Leftronic

match 74

Leftronic is a Y Combinator-funded company that develops a web-based real-time dashboard application for monitoring a company's most important data. Leftronic business dashboards retrieve a company's metrics from popular services such as Google Analytics, Twitter, Zendesk and others, as well as receive custom metrics through a super-simple API. The dashboards update in real-time and are designed for large screens. This makes it easy for teams to monitor their company's critical metrics.

shared extracted concept terms: simple, api; shared product terms: custom, simple, api, time; shared product theme: developer infrastructure; shared affiliation: Y Combinator

Rulebricks

match 66

Many workflow builders and automation tools have support for adding logic to your processes, but get complicated quick– to the point where process owners are unable to edit them directly and require specialist services. Rulebricks separates decision-making logic from your workflows, giving your team a clear visual, spreadsheet-like interface to manage the changing rules that drive your business, and use those rules as API endpoints, visual forms, and in automation tools like Zapier.

shared extracted concept terms: api, form; shared product terms: form, api, automation, complicat; shared product theme: workflow automation, developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

Salus

match 64

Your agent processed a refund without looking up the order ID, costing you thousands. You only found out three hours later from a support ticket. Evals, output scoring, and observability can reduce the likelihood of mistakes like these occurring - but there's no solution that inspects and prevents an action as it’s about to execute. Salus does that. We’ve built an API that wraps around your agent and checks its actions at run time, blocking incorrect ones and providing immediate feedback to guid

shared extracted concept terms: api; shared product terms: api, no, reduce, cost; shared product theme: workflow automation, developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

Riveter

match 64

Riveter fully automates web data extraction, end to end. With a single API, agents can search, scrape, and structure data from the web. Customers like Snapchat and OpenAI use us to enrich datasets using Riveter's AI search agents that combine data from the web with third party or internal data. Their AI agents, custom scrapers, and integrations pack the power of browser use and automation for search, at a cost that allows for scale. You can even create a custom data API for repeated searches liv

shared extracted concept terms: api; shared product terms: custom, api, automation, cost; shared product theme: workflow automation, developer infrastructure; same category: AI agents; shared affiliation: Y Combinator

Lumina

match 61

🚀 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: human, loop; shared product terms: automation, human, loop, case; shared product theme: workflow automation; same category: AI agents; shared affiliation: Y Combinator