HeavyWater Inc.

What HeavyWater Inc. does

HeavyWater Inc. is a privately-held, for-profit company headquartered in Philadelphia, Pennsylvania, that self-describes as a provider of artificial intelligence and machine learning (AI/ML) solutions targeted at the financial services industry. According to available firmographic data, the company was founded in 2016 and operates with a very small team of 1-10 employees, suggesting an early-stage or boutique operating profile. The company's stated functional focus is AI/ML for financial services, positioning it within the vertical AI/fintech intersection, though the available data does not specify which financial services subsegments it serves (e.g., banking, capital markets, insurance, asset management) or whether its offerings target automation, risk modeling, document processing, customer intelligence, or other use cases.

The available input does not disclose HeavyWater's core products, underlying technology architecture, data assets, proprietary models, or technical components. There is no public API documentation, no app store presence, no listed integrations, no certifications or compliance attestations, and no patents or trademarks recorded. The website (heavywater.com) is referenced but the scraped content could not be substantively extracted — the only retrievable third-party page (dmatter.com) was a security/cookie verification screen with no company information. No management team, no named customers, no partnerships, no marketing channels, and no distribution strategy are documented in the source material.

On the business model side, no pricing model, revenue mechanics, go-to-market motion, or customer segmentation is disclosed in the available data. The funding history shows a single recorded event on 2018-08-31 with $0 raised and an investor listed as "ic@3401" — likely a placeholder or non-equity instrument given the zero dollar amount — and no subsequent funding rounds are documented. Overall, the data picture is one of a small, long-standing but minimally capitalized private entity whose commercial traction, product depth, and revenue generation cannot be substantiated from the available evidence.

Name

HeavyWater Inc.

Website

https://heavywater.com

Company type

Private

Founded year

2016

Headcount range

1–10 employees

Short description

HeavyWater Inc. is a Philadelphia-based, privately-held provider of AI/ML solutions for the financial services industry, founded in 2016 and operating with a small team of 1-10 employees. Specific products, customers, and revenue details are not disclosed in the available data.

Ownership category

akta.pro rank

Product category

Financial AI Software

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industry

AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

Keywords

• Artificial intelligence services
• Machine learning solutions
• Financial AI software
• Fintech machine learning
• AI-powered analytics

Headquarters

HQ city

Philadelphia

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales

Core offering

HeavyWater Inc. provides artificial intelligence and machine learning (AI/ML) solutions to the financial services industry. The company develops and delivers AI/ML software and services designed to help financial sector clients leverage machine learning models for their business needs. The offering is technology-focused, centered on AI/ML capabilities applied to financial services use cases.

Differentiator

Problem solved

Functional benefit

Products and services

• AI/ML Solutions for Financial Services

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Recent moves2 records

Direct peers

• Feedzai: AI/ML risk and fraud platform purpose-built for financial services. Directly comparable as an AI-native vendor serving banks and payments providers, the same buyer set HeavyWater targets.
• H2O.ai: Provider of AI/ML platforms and model development services widely adopted in banking and insurance. Comparable to HeavyWater in delivering AI/ML engineering capability to financial services buyers.
• Kasisto: AI platform (KAI) for financial services conversational and digital engagement. Directly comparable as a verticalized AI/ML vendor serving banks and financial institutions.
• Zest AI: AI/ML underwriting platform for lenders and financial institutions. Comparable to HeavyWater as a specialized AI/ML provider solving financial services use cases with applied machine learning.
• DataRobot: Enterprise AI/ML platform with a strong financial services vertical. Directly comparable to HeavyWater as an AI/ML capability provider to banks, insurers, and asset managers.

Emerging players

• Upstart: AI-driven lending platform that combines ML modeling with financial services distribution. Comparable to HeavyWater in applying ML to financial services decisioning and underwriting.
• Ayasdi (SymphonyAI): AI/ML platform with historical financial services use cases (now part of SymphonyAI). Comparable to HeavyWater as a specialist AI/ML provider to banks and capital markets.

Broad incumbents

• Palantir Technologies: Large data analytics and AI platform with deep financial services exposure. A broader incumbent that overlaps with HeavyWater on AI/ML engineering and model deployment for FS clients.
• C3.ai: Enterprise AI applications and platform provider serving financial services and other regulated verticals. Comparable as a broader AI platform peer competing for similar FS AI/ML budgets.
• Databricks: Data and AI platform widely used by financial services firms for ML model development and deployment. A broader incumbent that competes for the same AI/ML engineering budget HeavyWater targets.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat1 record

Key risks5 records

Key highlights4 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about HeavyWater Inc.