What InRhythm Inc does

InRhythm Inc, doing business as Dhiva, is a Pittsburgh-headquartered information technology company founded in 2004 that develops and sells an Analytical Business Intelligence (ABI) software platform targeting enterprise organizations, business analysts, and data/analytics teams. The platform comprises three modular products — Dhiva Explorer (no-code self-service visualization and reporting), Dhiva Analyst (a virtual BI assistant using symbolic AI and NLP/NLG to answer Why questions and identify drivers of KPI change), and Dhiva Summarize (ML/NLG-driven text summarization for reports and dashboards) — unified by an enterprise semantic layer, a proprietary Dhiva-SQL engine that generates optimized queries against databases including Snowflake, Redshift, Oracle, SQL Server, PostgreSQL, Teradata, and Hadoop, and a middleware layer exposing all platform functionality as modular REST APIs. Deployment models include cloud, on-premise, or hybrid, and identity integration supports Active Directory and SAML 2.0.

Revenue derives from three streams: subscription-based software platform licenses for Dhiva Explorer and Analyst modules, managed Analytics-as-a-Service engagements covering data management, data warehousing, KPI engineering, and ML/statistical modeling, and partner channel revenue through resellers, system integrators, and OEMs. Go-to-market combines direct enterprise field sales, a self-serve/demo PLG motion via the website, and a multi-mode partner program anchored by Jarus Technologies, Management Science Associates, and Aztec Technologies. Delivery is supported by a wholly-owned India subsidiary, InRhythm Solutions (P) Ltd, based in Hyderabad. In 2017 the company divested its CPG services division to focus resources on platform development, an investment that culminated in the 2021 launch of Dhiva 2.0, described as the first fully integrated ABI platform combining visualization, analytics automation, virtual analyst, data story generation, and ML models on a common semantic layer.

The company is founder-controlled under Founder & Chairman Viv Penninti (35+ years in analytics) and Co-Founder & CTO/COO Raja Poladi, with a small named leadership team including a Director of AI Applications, VP of Engineering, and EVP of Business Development. No institutional venture or private equity backing is disclosed. The company claims 17+ years of operating history during which it built and operated the largest T-level POS data processing environment in the world and a convenience-store-level database covering more than 600,000 SKUs across 100,000 stores, although no current customer scale, revenue, or financing metrics are publicly disclosed.

Name

InRhythm Inc

Legal name

INRHYTHM, INC.

Website

https://inrhythm-inc.com

Company type

Private

Founded year

2004

Operating status

Operating

Headcount range

251–500 employees

Short description

InRhythm Inc (DBA Dhiva) is a Pittsburgh-based software vendor selling a semantic-layer-driven Analytical Business Intelligence platform — comprising Explorer, Analyst, and Summarize modules — to enterprise organizations and business analysts globally through direct enterprise sales and a partner channel.

Ownership category

akta.pro rank

Product category

Business Intelligence Software

NAICS

Software Publishers (513210), Custom Computer Programming Services (541511)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Management Consulting Services (8742)

akta.pro primary industry

Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights) (HDAEAMAD)

akta.pro secondary industries

Enterprise Application Reporting, BI & Analytics Enablement (BPAEAGAK), Business Intelligence, Reporting & Visualization Services (BPAEAHAD), Dashboarding & KPI/Performance Management (HDAEAMAF), Embedded & OEM Analytics (HDAEAMAC)

Keywords

• Business intelligence platform
• Augmented analytics software
• Self-service BI tools
• Data analytics solutions
• Enterprise reporting platform

Headquarters

HQ city

Pittsburgh

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Software Platform Licenses: Dhiva ABI platform licenses including Explorer and Analyst modules sold to enterprise customers. No-code analytical BI solution with visualization, analytics automation, virtual BI assistant, and ML models driven by semantic layer.
2. Analytics-as-a-Service: Fully managed analytics service as BI partner using proven tools and processes. Includes data management, data warehousing, KPI engineering, and ML/statistical modeling services.
3. Partner Channel Revenue: Revenue through reseller, system integrator, and OEM partner channels with attractive discount structures. Partners generate long-term recurring revenue through implementation and service growth.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels6 records

Core offering

InRhythm Inc (doing business as Dhiva) develops and sells the Dhiva Analytical Business Intelligence (ABI) platform, a semantic-layer based software suite for no-code self-service reporting, automated "Why Analytics" via AI/NLP/NLG, and KPI alert generation. The company also offers Analytics-as-a-Service, a managed analytics delivery covering data management, data warehousing, KPI engineering, and ML/statistical modeling for enterprise customers.

Product overview

Dhiva is an Analytical Business Intelligence (ABI) platform offered as a unified product with modular components. The platform consists of three core product modules: Dhiva Explorer (self-service visualization and reporting), Dhiva Analyst (automated 'Why Analytics' with virtual BI assistant), and Dhiva Summarize (ML/NLG text generation for reports). These modules share a common semantic layer foundation and Dhiva-SQL engine. Dhiva 2.0, launched in 2021, represents the first fully integrated ABI platform combining visualization, analytics automation, virtual business analyst capabilities, data story generation, and ML models driven by a semantic layer.

Differentiator

Problem solved

Functional benefit

Products and services

• Dhiva Explorer Enterprise visualization and reporting module with no-code, self-service BI for visual-based data discovery, featuring a powerful semantic layer, drag-and-drop dashboard creation, native PPT/Excel export, complex KPI creation, and enterprise governance/security. Designed for business analysts and end users who need to create dashboards without SQL coding.
• Dhiva Analyst Virtual BI assistant that automates 'Why Analytics' to identify drivers of KPI performance using a symbolic AI engine and machine learning models. Features natural language querying ('Ask Dhiva' chat/talk interface), automated 'What' and 'Why' question answering, and generates text summaries for reports and dashboards. Targets enterprise business users seeking insight automation.
• Dhiva Summarize ML-driven text summarization module that generates written summaries for any report or dashboard using neuro-symbolic NLG without templates or coding. Provides 80-90% of report summarization needs, enabling automated natural language insights from visuals across data domains.
• Dhiva Platform Semantic layer-based analytical business intelligence platform with Dhiva-SQL engine, integrated AI/NLP/NLG analytical layer, REST API services, and Angular JS/HTML5 responsive UI supporting cloud, on-premise, or hybrid deployment. Connects natively to Redshift, Snowflake, Teradata, Oracle, Hadoop, SQL Server, and PostgreSQL databases.
• Analytics-as-a-Service Fully managed analytics service acting as a BI partner using proven tools and processes. Includes data management, data warehousing, KPI engineering, and ML/statistical modeling services. Targets enterprise customers needing data engineering, data science, and business analyst support.

Quantifiable outcome

• Dhiva Summarize provides 80-90% of report summarization needs
• +2 more outcomes

Named customers4 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration9 records

AI capability8 records

Feature7 records

Partnerships

Three partnerships are on record, tiered core.

• Jarus TechnologiescoreChannel Partner/ Reseller/ DistributorPartner logo displayed on Clients & Partners page. Sundar Vallinayagam from Jarus Technologies provided testimonial about working closely with Dhiva on Analytics Portal for Insurance customers as extension of ERP product.
• Management Science Associates (MSA)coreChannel Partner/ Reseller/ DistributorPartner logo displayed on Clients & Partners page. MSA is a major analytics and data management company.
• Aztec TechnologiescoreImplementation/ SI/ Consulting PartnerDavid Stauffer from Aztec Technologies provided testimonial about Bio-tech data complexity and FDA regulations. Partnership described as win-win relationship. Aztec works with Dhiva on Analytics Portal for Insurance customers.

Scale indicators4 records

Recent moves7 records

Expansion highlights4 records

Broad incumbents

• Tableau (Salesforce): Tableau is the market-leading visualization BI platform, now augmented with Tableau GPT/Einstein AI for natural language and automated insights — the dominant incumbent Dhiva competes against for visualization seats.
• Domo: Domo is a cloud BI and analytics platform with AI-augmented storytelling (DomoAI, Beast Mode) and broad enterprise data connectivity — an incumbent competitor with overlapping ABI capabilities.
• MicroStrategy: MicroStrategy is a long-standing enterprise BI and analytics platform with embedded AI capabilities (Auto AI) and a strong semantic graph foundation — overlapping with Dhiva's enterprise semantic layer and KPI/governance tooling.
• Qlik: Qlik is a long-established BI and analytics platform with augmented AI capabilities (Insight Advisor, NLQ). It competes with Dhiva across enterprise visualization and AI-driven insight generation, but as a much broader portfolio vendor.
• Looker (Google Cloud): Looker is a semantic-layer-based BI platform acquired by Google Cloud with Gemini-driven natural language features — directly comparable to Dhiva's semantic-layer architectural approach and enterprise analytics positioning.
• Microsoft Power BI: Power BI is the most widely deployed enterprise BI platform, bundled into Microsoft 365 E5 and now enhanced with Copilot AI — a primary competitor due to embedded distribution and free/low-cost entry pricing.

Direct peers

• Sisense: Sisense is an AI-driven embedded analytics platform with a proprietary semantic layer, NLQ/NLG capabilities, and an OEM/embedded go-to-market — directly comparable to Dhiva's ABI positioning and partner-driven distribution.
• Yellowfin BI: Yellowfin is an embedded analytics suite combining dashboards, NLQ/NLG-driven storytelling, and assisted analysis — closely matching Dhiva's combined Explorer/Analyst/Summarize stack.
• ThoughtSpot: ThoughtSpot offers AI-powered analytics with natural language search (AskGPT) and automated insights, targeting enterprise business users with self-service — the same persona and AI-first BI positioning as Dhiva Analyst.

Emerging players

• Mode Analytics: Mode is a collaborative analytics platform combining SQL-based BI with Python/R notebooks and AI-assisted insights — overlapping with Dhiva's analyst-friendly, self-service positioning for technical business users.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Facebookfacebook.com/profile.php
• Xtwitter.com/dhiva_ai
• LinkedInlinkedin.com/company/inrhythm-inc

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Subsidiaries1 record

Funding overview

Funding rounds

Investors

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 InRhythm Inc