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Fintech & Trading AI category

27 NYC startups to know

Fintech & Trading AI

AI-native research, risk, fund operations, compliance, and trading workflows built for New York's financial ecosystem.

Why this category matters

NYC fintech AI matters because financial services buyers have dense document workflows, deep data needs, and high willingness to pay for trustworthy automation.

Startups to know in Fintech & Trading AI

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Forter

Identity intelligence for people and shopping agents

Forter uses identity-based AI to evaluate shoppers and autonomous agents, preventing fraud and policy abuse while optimizing payment approvals and digital commerce decisions.

Fintech & Trading AIUnknownWorkflow

Recent Activity

· 2d ago
Pathwork

AI operations for life insurance distribution

Pathwork uses AI to help life insurance brokers and carriers collect medical information, assess underwriting options, process commissions, and move policies through fragmented workflows.

Fintech & Trading AIUnknownWorkflow

Recent Activity

· 2d ago
Pagaya

AI underwriting inside the lender's own workflow

Pagaya uses AI underwriting and a connected lending network to evaluate loan applications, helping financial institutions approve borrowers within their existing customer experience.

Fintech & Trading AIPublicWorkflow72views

Recent Activity

· 2d ago
Ocrolus

Documents become underwriting intelligence

Ocrolus applies AI to lending documents, extracting financial information and detecting fraud so lenders can evaluate cash flow, income, and borrower risk.

Fintech & Trading AISeries CWorkflow

Recent Activity

· 2d ago
Metal

Private capital’s judgment, available to its AI

Metal turns a private investment firm’s documents, systems, and decision history into an AI context layer that supports diligence, sourcing, and institutional memory.

Fintech & Trading AISeedRecently added89views

Recent Activity

· 2d ago
Pinegap

AI research agents for institutional equity analysts

Pinegap helps equity analysts research companies, review earnings, and track investment theses through AI agents grounded in financial filings and research documents.

Fintech & Trading AISeries AWorkflow

Recent Activity

Added: expands creative AI and brand intelligence coverage. · 3d ago
RavenPack

Unstructured financial content becomes investable intelligence

RavenPack turns news, filings, transcripts, and other unstructured content into structured financial intelligence, datasets, and grounded research tools for investors and AI agents.

Fintech & Trading AIGrowthClear buyer pull68views

Recent Activity

· 2d ago
Rillet

An accounting system built around AI agents

Rillet builds an AI-native accounting system that runs general ledger and finance workflows with agent assistance, human approvals, and auditable records.

Fintech & Trading AISeries CWorkflow

Recent Activity

· 2d ago
Riskified

Real-time risk decisions across digital commerce

Riskified applies AI to customer interactions across account creation, payments, and disputes, helping merchants distinguish legitimate shoppers from fraud and abuse.

Fintech & Trading AIPublicWorkflow32views

Recent Activity

· 2d ago
Rogo

AI built for high finance

Rogo builds AI analysts and financial agents that connect institutional data with banking and investment workflows, including research, diligence, models, and presentations.

Fintech & Trading AISeries DWorkflow79views

Recent Activity

· 2d ago
Scienaptic AI

AI decisioning for credit and lending

Scienaptic builds AI credit decisioning systems that combine underwriting, risk, and pricing intelligence, helping financial institutions automate and refine lending decisions.

Fintech & Trading AIUnknownClear buyer pull

Recent Activity

· 2d ago
Tabs

AI agents connect contracts to collected cash

Tabs uses AI agents to turn signed contracts into invoices, collections, reconciliations, and revenue accounting, automating the finance team's contract-to-cash workflow.

Fintech & Trading AISeries BWorkflow

Recent Activity

Tabs appears to be beyond the map's pre-seed, seed, or Series A criteria. · May 4, 2026
Standard Signal

First hedge fund that researches and executes trades purely with AI

Standard Signal develops AI systems for investment research and trading, applying autonomous analysis and execution to an AI-operated hedge-fund strategy.

Fintech & Trading AISeedWorkflow110views

Recent Activity

YC-backed NYC company. · Apr 10, 2026
Modus

AI agents reshape financial audit work

Modus develops proprietary AI agents for financial audits, combining automated fieldwork and document analysis with an expanding network of accounting practices.

Fintech & Trading AISeed / Series AWorkflow138views

Recent Activity

Large early-stage financing around AI-native accounting workflows and services. · May 4, 2026
Longitude Labs

Research and data for analytical AI agents

Longitude Labs researches AI agents and financial-spreadsheet intelligence, developing models, benchmarks, and data systems for complex analytical work.

Fintech & Trading AISeedWorkflow318views

Recent Activity

Seed-stage finance AI company targeting a core analyst workflow. · May 4, 2026
Hebbia

AI analysts that show their work

Hebbia equips financial and legal teams with AI agents that analyze large document collections through transparent workflows, cited answers, and a spreadsheet interface.

Fintech & Trading AISeries BFeatured73views

Recent Activity

Hebbia appears to be beyond the map's pre-seed, seed, or Series A criteria. · May 4, 2026
EvolutionIQ

AI guidance for complex insurance claims

EvolutionIQ guides insurance claims teams with AI that identifies actionable cases and summarizes medical records, helping adjusters prioritize complex disability and injury claims.

Fintech & Trading AIAcquiredClear buyer pull84views

Recent Activity

· 2d ago
DualEntry

DualEntry builds AI-native ERP software for finance and accounting teams

DualEntry builds an AI accounting platform that automates financial workflows, consolidates multiple entities, and helps finance teams manage ledgers, reporting, and reconciliations.

Fintech & Trading AISeries AWorkflow146views

Recent Activity

Series A finance automation company with a large round but still eligible by stage label. · May 4, 2026
Datarails

An AI finance system built around Excel

Datarails brings AI planning, reporting, cash, and spend tools into a finance operating system while preserving the spreadsheets finance teams already use.

Fintech & Trading AISeries CClear buyer pull

Recent Activity

· 2d ago
Daloopa

Source-linked financial data for analysts and agents

Daloopa uses AI to extract structured financial data from filings and transcripts, linking each datapoint to its source for auditable investment research.

Fintech & Trading AISeries CClear buyer pull

Recent Activity

· 2d ago
Canoe Intelligence

Alternative investment documents become usable financial data

Canoe uses AI to collect alternative investment documents and extract reliable data, automating information flows for investors, allocators, and wealth managers.

Fintech & Trading AISeries CFeatured

Recent Activity

Canoe Intelligence appears to be beyond the map's pre-seed, seed, or Series A criteria. · May 4, 2026
Boosted.ai

Investment research agents that keep watching

Boosted.ai develops investment research agents that monitor markets, analyze companies, and produce sourced insights through its Alfa platform and enterprise integrations.

Fintech & Trading AIUnknownClear buyer pull

Recent Activity

· 2d ago
Basis

AI agents do the accounting work

Basis builds AI agents for accountants that carry out close, tax, and audit workflows, with long-running work reviewed by accounting professionals.

Fintech & Trading AISeries BWorkflow

Recent Activity

· 2d ago
Avantos

AI client servicing for financial institutions

Avantos connects financial institutions’ client data and workflows, using AI agents to automate onboarding, servicing, and ongoing relationship management.

Fintech & Trading AISeries AWorkflow172views

Recent Activity

Added: Series A finance AI company with a clear early-market signal. · May 18, 2026
Autonomous Technologies Group

A financial companion that learns your life

Autonomous Technologies Group builds AI systems that learn an individual’s financial life, combining market understanding, personalized guidance, and portfolio optimization through its Autonomous companion.

Fintech & Trading AIUnknownClear buyer pull79views

Recent Activity

· 2d ago
AlphaSense

AI market intelligence grounded in premium content

AlphaSense combines AI search and analysis with broker research, company disclosures, and expert insights to help business and investment teams make informed decisions.

Fintech & Trading AIGrowthClear buyer pull91views

Recent Activity

· 2d ago
Aiera

Permissioned financial research for AI workflows

Aiera combines financial events, research, transcripts, and other content in an AI research platform that preserves source citations and entitled access.

Fintech & Trading AISeries BWorkflow

Recent Activity

· 2d ago