Amruta
Amruta Inc is a Washington DC-area explainable AI software company serving regulated financial services, healthcare, government, and retail clients with an XAI platform, vertical analytics modules, a self-serve subscription web app, and AI engineering services.
- Company typePrivate
- Founded2016
- HeadquartersFredericksburg, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Amruta does
Amruta Inc is a Washington DC-area data analytics and explainable AI company founded in 2014 (website launched 2016) that builds AI/ML software designed to make model predictions transparent, auditable, and actionable. Its core platform combines machine learning, deep learning, and cognitive computing with explainability techniques such as LIME and SHAP, NLP-based sentiment and eight-emotion recognition, and semantic/knowledge graphs to produce role-specific narratives for clinicians, risk officers, and executives. The company serves regulated industries — primarily financial services (sanctions screening, fraud detection, compliance), healthcare (smart hospital, telehealth, ED optimization), government (AI risk management, AION initiative), and selectively retail and transportation. Its product portfolio includes the Explainable AI Platform, four vertical analytics modules (Customer, Risk, Marketing, Supply Chain), a self-serve web application launched in May 2020 on a monthly subscription, the Amruta Academy education service, and a broader AI engineering framework unveiled in 2025 covering prediction, cognition, optimization, generative AI, agentic AI, and responsible AI.
The business operates on a hybrid revenue model: enterprise sales of software and professional services for regulated clients, plus a self-serve subscription product and paid training programs through Amruta Academy. Go-to-market is consultative and event-driven, with regular conference presence (HSPI, ODSC AI West, Voice and AI, INFORMS Healthcare, Gov AI Summit), co-marketing partnerships with Deloitte and Mary Washington Healthcare, and a FinRegLab Advisory Board seat for the founder. The company is privately held, bootstrapped with no disclosed institutional funding, certified as a Virginia small/minority-owned/micro business, and led by Founder, President and CEO Dr. Beju Rao alongside a small technical team of PhD-level data scientists.
Amruta firmographics
Firmographics- Name
- Amruta
- Legal name
- Amruta Inc.
- Website
- https://amrutainc.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Amruta Inc is a Washington DC-area explainable AI software company serving regulated financial services, healthcare, government, and retail clients with an XAI platform, vertical analytics modules, a self-serve subscription web app, and AI engineering services.
- Ownership category
- akta.pro rank
Amruta industry classification
Industry- Product category
- Explainable AI Software
- NAICS
- Software Publishers (5132), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Model Transparency, Explainability & Interpretability (XAI) (HDAAAMAB)
- akta.pro secondary industries
- AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI/ML Engineering & Model Development Services (BPAEAHAF)
Keywords
Where Amruta is headquartered
LocationHeadquarters
- HQ city
- Fredericksburg
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Amruta business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Others
Revenue model
- Explainable AI Software Platform Subscription: Amruta Inc's web application for explainable AI is available for a monthly subscription fee. Users can work with default datasets, load their own datasets to build models, or load previously saved models for predictions and explanations.
- Professional Services and Consulting: Custom AI/ML implementation, training programs for students and professionals, and domain-specific consulting engagements. Amruta Academy provides enterprise-grade explainable AI training programs. The company also offers implementation and SI services across financial services, healthcare, government, and other verticals.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Web App with Default Datasets |
| Subscription | Monthly | Custom Dataset Model Building |
| Subscription | Monthly | Saved Model with Dataset Explanations |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels5 records
Amruta product offering
Product offeringCore offering
Amruta Inc. builds and sells an Explainable AI (XAI) software platform that makes AI/ML predictions transparent by demystifying the data, AI architecture, and inferencing process for users, including role-specific actionable narratives. The company complements the platform with vertical analytics modules (customer, risk, marketing, supply chain), a subscription web app for explainable AI, AI engineering framework services, and AI training programs through Amruta Academy for students, citizens, and workforce professionals.
Differentiator
Problem solved
Functional benefit
Brands
- Amruta Academy: Educational initiative offering AI training programs for students, citizens, and workforce development. Provides programs including AI for Students, AI for Citizens, and AI for Workforce.
Products and services
- Explainable AI Platform Core AI/ML software that makes AI predictions transparent by providing cause-and-effect and actionable narratives for data, AI architecture, and inferencing, deployed on customer infrastructure without data leaving the user's environment. Sold to corporate, governmental, and organizational clients.
- Customer Analytics Analytics product for understanding customer behavior, engagement drivers, and segmentation to improve customer identification and targeting for enterprise clients.
- Risk Analytics Analytics product for identifying, measuring, and managing risk comprehensively across asymmetric risk, fraud detection, and compliance applications for enterprise clients.
- Marketing Analytics Analytics product for optimizing marketing strategies through response prediction and customer engagement analysis for enterprise clients.
- Supply Chain Analytics Analytics product for supply chain forecasting, configuration, and optimization to improve operational efficiency for enterprise clients.
- Web Application for Explainable AI Web-based application providing multiple types of explanations for various ML predictions; users can work with default datasets, load their own data to build models, or load previously saved models for prediction explanations. Available via monthly subscription.
- Amruta Academy Training Programs Paid AI training and education programs for students, citizens, and workforce development, including AI for Students, AI for Citizens, AI for Workforce, micro-credentialing, and enterprise-grade explainable AI training for professionals.
Quantifiable outcome
- AI model adoption increases from 54% to 90+% with order-of-magnitude improvement in innovation and deployment speeds
- +4 more outcomes
Companies that use Amruta
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles4 records
Amruta technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature7 records
Amruta partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered minor and core.
- NovvumminorAmruta Inc's Dr. Beju Rao and Novvum's Ravi Ravikoti presented together on operationalizing explainable and governed AI at the global CIOs, AI and IT Modernization Outlook conference in December 2025. They emphasized the importance of explainability, governance, and semantic/knowledge maps/graphs in AI-based solutions.
- DeloittecoreDeloitte and Amruta Inc delivered a two-hour workshop at Voice and AI 2023 in Washington DC on reaping LLM text generation benefits without its risks. Speakers included Dr. Beju Rao and Adarsh Gosu (Managing Director, Life Sciences & Health Care) and Jason Dsouza (Principal Data Scientist).
- Mary Washington Healthcare (MWHC)coreMary Washington Healthcare and Amruta Inc have collaborated on multiple smart health and connected hospital initiatives, including data-driven monitoring, diagnosis, and intervention, telehealth applications, and AI-based emergency department optimization. Multiple presentations at HSPI conferences (2021-2025). ED congestion reduced by 14%.
- VerizonminorAmruta Inc, Mary Washington Healthcare, Verizon, and OST Inc co-presented at HSPI 2022 on smart and connected hospital programs including 5G methods and IoT/edge AI deployment.
- OST IncminorAmruta Inc, Mary Washington Healthcare, Verizon, and OST Inc co-presented at HSPI 2022 on smart and connected hospital programs including 5G methods and IoT/edge AI deployment.
- FinRegLabcoreAmruta Inc's Founder, President, and CEO Dr. Beju Rao joined the advisory board of FinRegLab, which advances the safe and responsible use of AI/ML in financial services.
- DAMSR InccoreAmruta Inc and DAMSR Inc have collaborated on multiple presentations at HSPI conferences and delivered a Health AI webinar for SHS. Dr. Beju Rao (Amruta Inc) and Deepak Rao (DAMSR) co-present at healthcare AI conferences.
- GENEDGEminorAmruta Inc supported GENEDGE in identifying emerging needs as stated by C-suite executives across Virginia's Manufacturing and Technology companies.
- The George Washington University (GWU)minorAmruta Inc participated as a speaker at GW Data 2019 organized by George Washington University School of Business. Amruta Inc's Vinh Nguyen held an Introduction to Machine Learning workshop at GWU. Amruta Inc has also engaged with GW DATA program for student interactions.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Amruta competitors and assessment
Company assessmentBroad incumbents
- DataRobot: Enterprise AI platform offering end-to-end ML lifecycle with built-in explainability and governance. Larger incumbent competing for the same Fortune 500 AI-adoption budgets that Amruta targets; less specialized in XAI but with deeper enterprise sales coverage and funding.
- Dataiku: Everyday AI platform with MLOps, governance, and explainability features used by regulated enterprises. Comparable go-to-market motion (enterprise sales to data executives in financial services and healthcare) and broader incumbent footprint than Amruta.
- H2O.ai: Enterprise AI cloud platform with explainable AI capabilities (Driverless AI) serving financial services, healthcare, and government — the same verticals Amruta targets. Broad incumbent with substantially more funding and engineering scale.
- SAS Viya: SAS's cloud-native analytics and AI platform with model interpretability and governance features, widely used in banking, healthcare, and government — the same verticals where Amruta claims Fortune 500 deployments. Broad incumbent with established enterprise relationships.
- IBM watsonx.governance: IBM's enterprise AI governance platform offering model risk management, explainability, and compliance tooling. A broad incumbent that Amruta competes against in regulated industries and government, with vastly more distribution and a larger installed base.
Emerging players
- WhyLabs: AI observability platform focused on data and ML monitoring, drift detection, and model performance. Comparable on the AI monitoring/quality layer of Amruta's stack; narrower scope but well-funded and overlapping in regulated buyer use cases.
- Zest AI: Explainable AI platform focused specifically on credit underwriting in financial services. Directly comparable on the XAI-for-regulated-finance thesis Amruta pursues, though narrower in vertical scope.
Direct peers
- Arthur AI: AI observability and model monitoring platform that provides explainability, bias detection, and performance monitoring for production ML models. Directly comparable to Amruta's AI observability and responsible-AI positioning across financial services and enterprise customers.
- Fiddler AI: Pure-play Explainable AI / ML model monitoring platform offering model explainability, drift monitoring, and responsible AI governance for enterprise. Closest direct competitor to Amruta's XAI platform in both product scope (LIME/SHAP-style explanations, monitoring) and target buyer (C-suite data executives in regulated industries).
- Truera: ML model intelligence and explainability platform (now part of Snowflake) providing model debugging, fairness, and quality monitoring. Highly comparable to Amruta's XAI narrative — same responsible-AI thesis, similar regulated-industry customer base, and similar value proposition around lifting models into production.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Amruta social profiles
Digital presenceAmruta compliance and trust
Trust signalCompliance1 record
Amruta financial estimates
Financial estimateRevenue estimate
Valuation estimate
Amruta leadership team
Management profileNumber of profiles
Profiles3 records
Amruta funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Amruta M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Amruta
What does Amruta do?
Amruta Inc. builds and sells an Explainable AI (XAI) software platform that makes AI/ML predictions transparent by demystifying the data, AI architecture, and inferencing process for users, including role-specific actionable narratives. The company complements the platform with vertical analytics modules (customer, risk, marketing, supply chain), a subscription web app for explainable AI, AI engineering framework services, and AI training programs through Amruta Academy for students, citizens, and workforce professionals.
Is Amruta a public or private company?
Amruta is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Amruta founded?
Amruta was founded in 2016. It employs 11 to 50 people.
Where is Amruta based?
Amruta is headquartered in Fredericksburg, United States, in the North America region.
How does Amruta make money?
Two revenue lines are on record. Explainable AI Software Platform Subscription is the primary driver. The others are professional Services and Consulting.
Who are Amruta's main competitors?
Broad incumbents on record are DataRobot, Dataiku, H2O.ai, SAS Viya and IBM watsonx.governance. Emerging players are WhyLabs and Zest AI. Direct peers are Arthur AI, Fiddler AI and Truera.
Does Amruta have an API?
No public API is recorded for Amruta.
What industry is Amruta in?
Amruta's product category is Explainable AI Software. Its primary akta.pro industry code is HDAAAMAB, Model Transparency, Explainability & Interpretability (XAI), with a secondary code of HDAAAMAA, AI Governance, Risk & Compliance (GRC) Platforms. Its NAICS code is 5132 and its SIC code is 7372.