ARAI Solutions
ARAI Solutions Private Limited is an India- and Germany-based AI services firm, founded 2024 and acquired by IKS Health in 2026, that delivers hybrid AI consulting, custom model and knowledge-graph development, and training to healthcare, insurance, and cross-industry enterprise clients.
- Company typePrivate
- Founded2024
- HeadquartersBengaluru, India
- Headcount1–10
- GTM typeB2B
- OfferingServices
What ARAI Solutions does
ARAI Solutions Private Limited is a Bengaluru-headquartered AI services and products firm founded in 2024 that delivers applied research and production-grade artificial intelligence solutions, with a primary focus on healthcare and insurance verticals alongside cross-industry deployments. The firm operates from offices in Bengaluru and Kappel-Grafenhausen, Germany, and serves enterprise clients through a 360-degree lifecycle: consulting, custom AI model and knowledge-graph development, training, and managed AI operations.
The company's technology stack is a hybrid AI architecture combining machine learning, knowledge engineering, generative AI, and agentic AI on a modular platform that blends open-source tools with proprietary components, including biomedical knowledge graphs, clinical ontologies, a reasoning engine for clinical decision support and prior-authorization, a neuro-symbolic AI approach aimed at explainability, and an in-development agentic AI runtime platform. Named research-grade assets include the Physicians' Brain Digital Twin (recognized with an innovation award), Drugomics, Oncolomics, Diseasomics, and AURA: Agentic Universal Responsive AI (Best Paper Award, 2024). The firm holds one U.S. patent (US20080279381 A1, 2006) and cites 80+ peer-reviewed publications by co-founder Dr. Asoke Talukder, with academic ties at IIITB, IISc, NITK Surathkal, and SRH Fernhochschule.
ARAI monetizes exclusively through professional services: AI transformation consulting, potential analysis, AI model and knowledge-graph development, software development, AI operations, and an AI Academy covering staff training and change management. Pricing is bespoke enterprise contracting with no public listing. Customer concentration has been thin: City of Hope is referenced as a research collaborator (Hematopathology, Molecular Pathology, Spatial Biology), but no commercial reference customers are disclosed. On May 22, 2026, IKS Health acquired ARAI Solutions to integrate its reasoning engine into IKS Health's four-layer healthcare AI stack; following the acquisition, ARAI no longer operates as an independent entity.
ARAI Solutions firmographics
Firmographics- Name
- ARAI Solutions
- Legal name
- ARAI Solutions Private Limited
- Website
- https://araisolutions.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Acquired
- Headcount range
- 1–10 employees
- Short description
- ARAI Solutions Private Limited is an India- and Germany-based AI services firm, founded 2024 and acquired by IKS Health in 2026, that delivers hybrid AI consulting, custom model and knowledge-graph development, and training to healthcare, insurance, and cross-industry enterprise clients.
- Ownership category
- akta.pro rank
ARAI Solutions industry classification
Industry- Product category
- AI Consulting and Professional Services
- NAICS
- Computer Systems Design and Related Services (5415), Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Other Computer Related Services (541519), Software Publishers (5132)
- SIC
- Services-Engineering, Accounting, Research, Management (8700), Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371), Services-Prepackaged Software (7372)
- akta.pro primary industry
- AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI)
Keywords
Where ARAI Solutions is headquartered
LocationHeadquarters
- HQ city
- Bengaluru
- HQ country
- India
- HQ region
- Asia
Offices2 records
Markets served
ARAI Solutions business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- AI Consulting Services: AI transformation consulting, potential analysis, AI solution design, technical architecture consulting, and AI compliance/audit services billed as professional services engagements
- AI Development Services: Custom AI model development, knowledge graph development, and software development services for enterprise clients
- AI Academy Training: Staff training, upskilling, and AI change management programs for enterprise employees
- AI Operations: Managed services for complete operation and maintenance of AI applications for clients
Go-to-market motion3 records
Distribution channels1 record
Marketing channels4 records
ARAI Solutions product offering
Product offeringCore offering
ARAI Solutions is a 360-degree AI solutions provider offering consulting, development services, AI Academy training, and industry-specific AI solutions for healthcare, insurance, and cross-industry sectors. The company combines machine learning, knowledge engineering, generative AI, and agentic AI on a modular platform using proprietary technology such as biomedical knowledge graphs, clinical ontologies, and a custom agentic AI runtime.
Product overview
ARAI Solutions is a 360-degree AI solutions provider offering a comprehensive portfolio of consulting services, development services, industry-specific solutions, and training programs. The consulting layer includes AI Transformation, Potential Analysis, AI-based Process Engineering, AI Solution Design, Data Science & Analytics, Technical & Architecture Consulting, and AI Compliance & Audit. The services layer covers Requirements Management, AI Model Development, Knowledge Graph Development, Software Development, Mobile & Embedded systems, and AI Operations. The Academy offers Staff Training & Upskilling and AI Change Management. Industry-specific solutions span Cross-Industry offerings (Process Mining, RAIoTA, Cybersecurity, Knowledge Graphs, SBOM), Healthcare solutions (Learning Healthcare Systems, Precision Medicine, Clinical Decision Support), and Insurance solutions (AI for Insurance, Medical Appropriateness). The company also develops proprietary research products including the Physicians' Brain Digital Twin, Drugomics, Oncolomics, Diseasomics, and AURA (Agentic Universal Responsive AI) for healthcare applications. Following acquisition by IKS Health in 2026, ARAI's reasoning engine is being integrated into IKS Health's four-layer healthcare AI stack.
Differentiator
Problem solved
Functional benefit
Products and services
- AI Transformation Consulting End-to-end consulting services guiding businesses through AI adoption, from initial strategy through measurable implementation success, covering technology selection and project management.
- Potential Analysis Structured analysis to identify AI use cases, evaluate ROI potential, and develop technological and organizational implementation roadmaps.
- AI-based Process Engineering Process optimization using process mining, generative process modeling, and automated execution through RPA and Agentic AI frameworks.
- AI Solution Design Technology selection and architecture design for future-proof AI solutions, evaluating concepts and technologies for optimal implementation.
- Data Science & Analytics Data governance, analysis, and business intelligence services including support for real or synthetic data, CRISP-DM methodology, and smart product development.
- Technical & Architecture Consulting Scientific and technological expertise for AI solution implementation, digital twins, and architecture validation.
- AI Compliance & Audit Regulatory navigation for AI in EU and other jurisdictions, plus external assessment of technological maturity and solution quality.
- Requirements Management Requirements engineering tailored for AI applications where user needs and potential are unclear, reducing project failure risk.
- Development of AI Models Custom AI model development, from architecture design through implementation, including fine-tuning of large language models.
- Development of Knowledge Graphs Construction of knowledge graphs for explainable AI, including biomedical ontologies, clinical knowledge bases, and reasoning graphs combined with LLMs.
- Software Development Full-stack software development integrating AI modules into platforms, web applications, mobile apps, and IoT/embedded systems.
- AI Operations Complete operation and maintenance of AI applications, from sourcing decisions to full lifecycle management.
- Staff Training & Upskilling Employee training in multi-modal LLMs, mixture of experts, agentic AI, and hybrid neuro-symbolic approaches with practical application focus.
- AI Change Management Managing organizational change during AI adoption, addressing uncertainty around job profiles and leveraging new opportunities.
- Process Mining Technology to analyze, improve, and track processes based on event data for operational optimization.
- Robotic AIoT Automation (RAIoTA) Automation of AI+IoT processes where smartphones function as edge computing devices for integrated autonomous systems in building automation and remote care.
- AI & Cybersecurity LLM-based threat intelligence, intrusion detection, code vulnerability analysis, and Cybersecurity Cognitive Graph for security assessment.
- Knowledge Graphs & Large Language Models Integration Hybrid AI systems combining knowledge graphs with LLMs to reduce hallucination, increase transparency, and improve robustness, including next-generation chatbots.
- Software Bill of Material (SBOM) Tool AI-driven SBOM tool using knowledge graphs and generative AI for vendor data, library data, and master data management.
- AI-based Learning Healthcare System AI solutions for diagnostics, therapy, medical documentation, and quality assurance empowering patients, doctors, and nurses with improved outcomes.
- AI in Precision Medicine & Spatial Biology
Quantifiable outcome
- Reduced dependence on third-party large language model infrastructure through proprietary reasoning engine
- +1 more outcomes
Companies that use ARAI Solutions
Customer profileNamed customers2 records
Segments3 records
Ideal customer profiles3 records
ARAI Solutions technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability12 records
Feature6 records
ARAI Solutions partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core and minor.
- BlueRose TechnologiescoreTechnology partner and AI advisory relationship. Dr. Asoke Talukder serves as AI Advisor at BlueRose Technologies.
- SRIT India Pvt. Ltd.coreStrategic partnership. Dr. Asoke Talukder serves as Chief Science & Technology Officer at SRIT India Pvt. Ltd.
- IIITB (International Institute of Information Technology Bangalore)coreAcademic partnership for research and talent development. Dr. Roland Haas serves as Honorary Professor at IIITB.
- IISc (Indian Institute of Science)coreAcademic research partnership leveraging IISc's research network and expertise.
- NITK Surathkal (National Institute of Technology Karnataka)coreAcademic partnership. Dr. Asoke Talukder serves as Adjunct Faculty at NITK Surathkal.
- City of Hope - Dr. Raju K. PillaicoreResearch collaboration in Hematopathology, Molecular Pathology and Spatial Biology with Dr. Raju K. Pillai, M.D., Medical Director, Pathology Research Services Core.
- SRH FernhochschuleminorAcademic partnership. Prof. Erwin Selg serves as Professor at SRH Fernhochschule.
- Magility GmbHminorPartnership with German consulting firm. Dr. Roland Haas serves as Partner at Magility GmbH.
- QSO Technologies India Pvt. Ltd.minorAffiliated company. Dr. Roland Haas serves as Founder & CEO of QSO Technologies India Pvt. Ltd.
Scale indicators3 records
Recent moves6 records
Expansion highlights5 records
ARAI Solutions competitors and assessment
Company assessmentMarket position
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
ARAI Solutions social profiles
Digital presenceARAI Solutions compliance and trust
Trust signalCompliance1 record
ARAI Solutions financial estimates
Financial estimateRevenue estimate
Valuation estimate
ARAI Solutions leadership team
Management profileNumber of profiles
Profiles4 records
ARAI Solutions funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ARAI Solutions 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 ARAI Solutions
What does ARAI Solutions do?
ARAI Solutions is a 360-degree AI solutions provider offering consulting, development services, AI Academy training, and industry-specific AI solutions for healthcare, insurance, and cross-industry sectors. The company combines machine learning, knowledge engineering, generative AI, and agentic AI on a modular platform using proprietary technology such as biomedical knowledge graphs, clinical ontologies, and a custom agentic AI runtime.
Is ARAI Solutions a public or private company?
ARAI Solutions is a private company. It is classified as corporate owned and is currently acquired.
When was ARAI Solutions founded?
ARAI Solutions was founded in 2024. It employs 1 to 10 people.
Where is ARAI Solutions based?
ARAI Solutions is headquartered in Bengaluru, India, in the Asia region.
How does ARAI Solutions make money?
Four revenue lines are on record. AI Consulting Services are the primary driver. The others are AI Development Services, AI Academy Training and AI Operations.
Does ARAI Solutions have an API?
No public API is recorded for ARAI Solutions.
What industry is ARAI Solutions in?
ARAI Solutions's product category is AI Consulting and Professional Services. Its primary akta.pro industry code is HDAEANAI, AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI), with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII). Its NAICS code is 5415 and its SIC code is 8700.