What Almug Technologies does

Almug Technologies is an AI-first data and solutions provider for capital markets, founded in 2015 and headquartered in Bangalore with regional offices in Singapore and London. Its product portfolio comprises three offerings: Factstream, which delivers AI-extracted company fundamentals (as-reported and normalized, with point-in-time history and confidence indicators); Alphastream, a real-time news and market-event feed with sentiment and business-impact scoring across 60+ event types; and Xtrakt, a Platform-as-a-Service for unstructured data management that powers custom use cases such as credit scoring, cash flow prediction, covenant extraction, and email-driven report automation.

Underlying these products is a proprietary NLP and Deep Learning stack deployed on a microservices architecture, ingesting data from 20K+ sources (SEC filings, company websites, stock exchanges, PR/news wires, social media, blogs, third-party feeds) and processing 50M+ documents with claimed precision and recall above 90%. The platform supports multilingual content and is offered through API, database dump, and Excel integration modes for embedding into client research, trading, and compliance workflows.

Almug monetizes primarily through subscription-based data products (Factstream, Alphastream) and the Xtrakt PaaS, supplemented by professional services for customized solutions. The go-to-market is enterprise field sales targeting investment banks, hedge funds, high-yield research firms, asset managers, and financial regulators globally, with pricing held confidential and demos gated behind direct sales engagement. The company operates as a private, VC-backed entity with 51–100 employees and a leadership team that includes co-founder Chandra Mohan and Chief Data Scientist Srivatsa Srinath.

Name

Almug Technologies

Legal name

Almug Technologies Pvt Ltd

Website

https://almug.ai

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

51–100 employees

Short description

Almug Technologies is an AI-first data and PaaS provider for capital markets, delivering company fundamentals, real-time market-moving news intelligence, and unstructured data management products to investment banks, hedge funds, high-yield research firms, asset managers, and financial regulators globally.

Ownership category

akta.pro rank

Product category

Financial Data and Analytics Software

NAICS

Custom Computer Programming Services (541511), Software Publishers (513210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)

akta.pro primary industry

Digital Process Automation (DPA) & Orchestration Suites (HDAEAHAF)

akta.pro secondary industries

Industry/Domain Analytics Solutions & Accelerators (BPAEAHAK), Financial Planning & Analysis (FP&A) & BI (HDAEAMAG)

Keywords

• Financial data analytics
• AI-driven NLP
• Capital markets data
• Unstructured data management
• Real-time market intelligence

Headquarters

HQ city

Bangalore

HQ country

India

HQ region

Asia

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Factstream (Data Product): AI-driven company fundamentals data product delivered as subscription service with API/DB dump/Excel integration options. Provides as-reported and normalized data with confidence level indicators.
2. Alphastream (Data Product): Real-time market-moving information and news data feed with sentiment and business impact scores. Delivered as a data subscription service.
3. Xtrakt Platform (PaaS): Platform as a Service offering for unstructured data management and decision support solutions. Custom-built AI solutions for enterprise clients including predictive analytics, credit scoring, cash flow prediction, and document automation.
4. Custom Solution Development: Customized solutions delivered for specific use cases including Taxonomy Mapping, Email Report Automation, Credit Risk Assessment, T&C Extraction from Contracts, CashFlow Prediction, and Legal Data Risk Assessment.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Almug Technologies builds and licenses AI-driven data products and platforms that convert unstructured capital markets content into structured, machine-readable intelligence. Its core offerings are Factstream (AI-driven company fundamentals data), Alphastream (real-time market-moving event and news intelligence), and Xtrakt (a Platform-as-a-Service for unstructured data management and decision support). Products are delivered to financial institutions globally via subscription data feeds, API/DB dump/Excel integrations, and custom-built AI solutions for credit, covenant, cash flow, and regulatory use cases.

Product overview

Almug Technologies is an AI-driven data and solutions company for capital markets, offering a portfolio of three distinct products. Factstream delivers AI-powered company fundamentals data with speed and confidence indicators. Alphastream provides real-time market-moving event intelligence with sentiment and business impact scores. Xtrakt is a PaaS platform for unstructured data management and decision support. All products leverage proprietary Natural Language Processing and Deep Learning algorithms with deep domain expertise in capital markets.

Differentiator

Problem solved

Functional benefit

Brands

• Factstream: AI-driven timely, reliable, comprehensive and consistent company fundamentals data product leveraging AI for the research community.
• Alphastream
• Xtrakt

Products and services

• Factstream Factstream delivers timely, reliable, comprehensive and consistent company fundamentals data to financial research professionals using AI. It offers as-reported and normalized data, near real-time delivery, point-in-time datasets, deep history, AI-driven taxonomy mapping, confidence level indicators, and easy integration via API, DB dump, or Excel. It is designed for investment banks, high-yield research firms, and other financial institutions that need to convert regulatory filings and company disclosures into trustworthy fundamentals.
• Alphastream Alphastream is a real-time, low-latency market-moving news and event intelligence feed that analyzes content from hundreds of sources and provides machine-readable news with sentiment and business impact scores. It tracks more than 60 market-moving events with contextual information extraction, novelty detection, deduplication, multilingual handling, and structured taxonomy including data and metadata. It is built for top European investment banks and hedge funds that need fast, actionable market intelligence.
• Xtrakt Xtrakt is Almug's Platform-as-a-Service built on proprietary NLP and ML algorithms that delivers unstructured data management and decision support solutions for capital markets. It enables predictive intelligence (credit scoring, cash flow prediction), enhanced customization, deep inference, summarization and report generation via Natural Language Generation, microservices-based architecture, and ingestion of varied unstructured sources such as emails, IPOs, bond covenants, transcripts, HTML, and other web content. It is targeted at enterprise financial institutions seeking AI-driven decision automation.

Quantifiable outcome

• 90%+ precision and recall rate for information extraction
• +3 more outcomes

Named customers5 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature5 records

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Bloomberg: Dominant financial data, news, and analytics terminal for banks, hedge funds, and asset managers. A broad incumbent competing for the same wallet share as Almug's Factstream and Alphastream but with vastly larger distribution and bundled data.
• Refinitiv (LSEG): Global financial data and infrastructure provider (formerly Refinitiv, now part of London Stock Exchange Group). Overlaps with Almug across market data, fundamentals, and analytics for capital markets participants.
• S&P Global Market Intelligence: Provider of financial data, analytics, and research including Capital IQ and now Kensho. Broad incumbent competing directly with Almug in fundamentals data, company financials, and AI-augmented analytics for institutional clients.

Direct peers

• AlphaSense: AI-powered market intelligence and enterprise search platform used by financial and corporate research teams. Closely comparable to Almug in targeting investment research and capital-markets decision support with NLP-driven extraction and sentiment.
• RavenPack: Provides AI-driven news analytics, sentiment scoring, and event detection for hedge funds and investment banks. Directly comparable to Almug's Alphastream offering on real-time, structured market-event intelligence for trading and research.
• Dataminr: Real-time event and risk detection from public data streams using AI/NLP, serving financial, corporate, and public-sector clients. Comparable to Almug in combining real-time news/event extraction with enterprise APIs for institutional users.
• Kensho (S&P Global): AI and data analytics platform built for financial markets, now part of S&P Global. Closely comparable to Almug in applying machine learning to financial data extraction, analytics, and decision support for institutional customers.

Emerging players

• Daloopa: AI-driven extraction of company fundamentals and financial statement data from filings for investment research. Directly comparable to Almug's Factstream product, focused specifically on AI fundamentals data for financial analysts.
• Auquan: AI platform that automates investment research, due diligence, and workflow tasks for financial institutions. Comparable to Almug's Xtrakt use cases around NLP-driven research automation for institutional finance customers.
• YipitData: Alternative data and research provider for institutional investors, applying data engineering and analytics to web-scale unstructured sources. Comparable to Almug in monetizing alternative/unstructured financial data for hedge funds and asset managers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/almug-technologies-pvt-ltd

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

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 Almug Technologies