What Inferenz does

Inferenz is a privately held, India-founded data and AI solutions-led services company that helps enterprises convert fragmented data into production AI and measurable business outcomes. The company operates from headquarters in Ahmedabad, India, with offices in Pune and Round Rock, Texas, and a 200+ specialist team focused on three primary verticals — Healthcare, Insurance, and Hi-Tech. Core technology includes the proprietary iDAR™ Framework (Initiate, Design, Accelerate, Realize) for structuring enterprise transformations, the Caregence™ healthcare AI platform (Agents, Predictive Models, Use Cases) acquired via the December 2025 merger with Caregence, the Digital Patient Engagement Platform launched in June 2026, the Marketlo marketing intelligence engine, the Unify data deduplication app on Snowflake Marketplace, and a suite of reusable enterprise accelerators covering data ingestion, quality, observability, synthetic data generation, responsible AI, and governance. AI capabilities span predictive analytics, NLP, agentic AI, generative AI with RAG, anomaly detection, recommendation systems, RPA, and knowledge retrieval, delivered via Snowflake, AWS, and Databricks ecosystems with HIPAA and SOC 2 Type 2 compliance.

Inferenz generates revenue primarily through professional services engagements (project-based, retainer, and time-and-materials contracts) delivered to large enterprises, supplemented by managed services (AIOps, DevOps, LLMOps, CloudOps) and emerging product/recurring revenue streams via Caregence subscriptions and the Snowflake Marketplace listing. The go-to-market is consultative and event-driven — leveraging Home Care 100, Snowflake Summit, Databricks Data + AI Summit, NPHI, and partner co-sell motions with AWS, Snowflake, Databricks, Microsoft, and NVIDIA — targeting enterprise buyers through discovery workshops and strategic advisors such as Michael Johnson for healthcare. Pricing is custom and quote-based with no public tiers or self-serve options. The company maintains founder ownership with no disclosed external institutional investors, SOC 2 Type 2 and HIPAA compliance, and operates with a senior leadership team including CEO Gayatri Thakkar, Co-Founder and MD Yash Thakkar, and COO Sweta Parekh.

Name

Inferenz

Legal name

Inferenz Tech Pvt Ltd.

Website

https://inferenz.ai

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

101–250 employees

Short description

Inferenz is a privately held India-founded data and AI services company that builds enterprise data platforms, AI solutions, and healthcare AI products for clients in Healthcare, Insurance, and Hi-Tech verticals across the US, India, and the GCC.

Ownership category

akta.pro rank

Product category

Enterprise Data & AI Professional Services

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

API Management & Developer Portals for Health Data (HLACABAD)

akta.pro secondary industries

Data, Analytics & AI for Insurance (Risk, Pricing, Personalization) (FSAGAGAE), Document, Workflow & Policy Servicing Automation (RPA/No-Code) (FSAGAGAK), Integration Monitoring, Observability & AIOps for Integration (HDAEAIAH)

Keywords

• Enterprise data AI services
• Healthcare AI platform
• Data cloud modernization
• Agentic AI solutions
• MLOps AIOps LLMOps

Headquarters

HQ city

Ahmedabad

HQ country

India

HQ region

Asia

Offices3 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Data & AI Consulting and Professional Services: End-to-end professional services spanning strategy and consulting, data and cloud modernization, AI and automation, and operationalize-and-scale services. Revenue is generated through project-based engagements, retainers, and time-and-materials engagements with enterprise clients across Healthcare, Insurance, and Hi-Tech industries. The company has a consultative, discovery-led approach with iterative value delivery.
2. Managed Services (AIOps, DevOps, LLMOps, CloudOps): Ongoing managed services for operationalizing AI, data, and cloud environments with reliability at scale. Includes model health monitoring, cloud operations, release cycle improvement, failure detection, and cost management.
3. Product Licensing (Caregence Platform): Following the December 2025 merger with Caregence, Inferenz offers the Caregence platform including Caregence Agents, Predictive Models, and Digital Patient Engagement as productized offerings potentially licensable to healthcare organizations.

Go-to-market motion2 records

Distribution channels4 records

Marketing channels9 records

Core offering

Inferenz is a Data and AI solution-led services company that delivers enterprise data modernization, AI/ML engineering, and managed operations across Healthcare, Insurance, and Hi-Tech verticals. It sells end-to-end professional services through its proprietary iDAR Framework, paired with productized offerings including the Caregence healthcare AI platform, the Marketlo marketing intelligence engine, and the Unify data observability app on the Snowflake Marketplace.

Product overview

Inferenz is a Data and AI Solutions-led services company offering a portfolio of products and enterprise accelerators. The core offering combines the Caregence™ healthcare AI platform (including Caregence™ Agents, Predictive Models, and Use Cases modules) with a suite of Enterprise Accelerators for data management. Following the December 2025 merger with Caregence, the company expanded its healthcare AI portfolio to include the Digital Patient Engagement Platform. Enterprise customers access specialized frameworks for Data Ingestion, Data Quality, and Data Observability, alongside the Marketlo Marketing Intelligence Engine and Unify (Snowflake Marketplace). The iDAR™ Framework guides enterprise transformations from data readiness to scalable AI and measurable ROI.

Differentiator

Problem solved

Functional benefit

Brands

• Caregence™ Platform: Healthcare AI platform for care delivery, combining data, cloud, and agentic AI capabilities.
• Caregence™ Agents
• Caregence™ Predictive Models
• Caregence™ Use Cases
• Marketlo
• Digital Patient Engagement
• iDAR™ Framework
• Unify

Products and services

• Strategy and Consulting Services Advisory and consulting engagements covering platform, data, and AI strategy formulation for enterprise clients in Healthcare, Insurance, and Hi-Tech.
• Data and Cloud Modernization Services Implementation services for data engineering, integration, data quality governance, cloud/IoT platform engineering, predictive analytics, and BI/visualization on Snowflake, AWS, and Databricks.
• AI and Automation Services AI/ML engineering, generative and agentic AI development, and RPA/intelligent automation deployment services for enterprise workflows.
• Operationalize and Scale (Managed Services) Managed AIOps, DevOps, LLMOps, and CloudOps services providing ongoing reliability, model monitoring, release cycle improvement, failure detection, and cloud cost management for enterprise AI and data platforms.
• Caregence Platform AI platform purpose-built for healthcare delivery, combining data, cloud, and agentic AI capabilities for care coordination, predictive risk analytics, clinical documentation, and digital patient engagement.
• Digital Patient Engagement Platform AI-powered platform enabling unified digital care communication between healthcare providers, patients, and caregivers across the care continuum.
• Unify (Snowflake Marketplace App) Data quality and deduplication application listed on the Snowflake Marketplace that identifies and unifies duplicate records across Snowflake data environments for master data management.
• Marketlo Marketing Intelligence Engine Enterprise marketing intelligence engine providing customer segmentation, CLTV prediction, real-time engagement insights, multi-touch attribution, campaign optimization, and churn management, built on Snowflake.

Quantifiable outcome

• 35% faster decision cycles through unified intelligence layer
• +13 more outcomes

Named customers7 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability12 records

Feature9 records

Partnerships

Seven partnerships are on record, tiered core and supporting.

• CaregencecoreStrategic or Co-development Partner · 4 December 2025Caregence, an AI platform purpose-built for healthcare delivery, merged with Inferenz in December 2025 to create a combined healthcare AI company. The merger combines Inferenz's data and cloud expertise with Caregence's agentic AI for healthcare, accelerating product deployment and global expansion in healthcare AI.
• Microsoft for Startups – Founders HubsupportingGTM or Marketing Partner · 1 January 2025As a member of the Microsoft Founders Hub program, Inferenz leverages access to advanced Azure capabilities, AI research assets, and engineering collaboration to accelerate product innovation. Part of the broader Microsoft partner ecosystem.
• NVIDIA Inception ProgramsupportingTechnology or Integration · 1 January 2025Through NVIDIA Inception, Inferenz gains early access to cutting-edge GPU, LLM, and edge-AI innovation. The alliance strengthens capabilities in high-performance computing, model training, and the development of AI-native products.
• NASSCOM AI Champions CohortsupportingStrategic or Co-development Partner · 1 January 2025Inferenz was selected to Cohort 2 of the NASSCOM AI Champions Program (July 2025), a six-month initiative helping AI leaders co-create best practices and contribute to responsible, scalable AI adoption across industries.
• DatabrickscoreTechnology or Integration · 1 January 2021Inferenz-Databricks partnership established in 2021-22. The partnership focuses on lakehouse design and implementation, ML/LLM lifecycle management using MLflow, real-time pipelines and structured streaming, GenAI and agentic systems on Databricks, and BI, governance, and performance scaling. A formal partnership announcement was made in December 2024.
• SnowflakecoreTechnology or Integration · 1 January 2020Inferenz-Snowflake partnership established in 2020-21, with Inferenz achieving Select Partner status by 2024. The partnership covers Snowflake Data Cloud implementations, performance optimization and governance, data sharing and marketplace collaboration, Snowpark for ML and advanced analytics, and multi-cloud interoperability. Inferenz's Unify app is live on the Snowflake Marketplace.
• AWS (Amazon Web Services)coreTechnology or IntegrationAWS partnership enables Inferenz to help enterprises modernize data estates, build cloud-native architectures, and deploy scalable analytics and AI systems on AWS. Expertise spans data ingestion, lakehouse design, governance, serverless applications, enterprise-grade ML workloads using AWS SageMaker, and event-driven platforms.

Scale indicators10 records

Recent moves10 records

Expansion highlights6 records

Direct peers

• Tiger Analytics: Tiger Analytics is a US-headquartered, India-delivered data and AI consulting firm serving Fortune 1000 enterprises across healthcare, insurance, retail, and tech. It is the most direct comparable to Inferenz given similar size, services-plus-product model, Snowflake/Databricks partnerships, and vertical specialization.
• Tredence: Tredence is an India-based data and AI solutions provider specializing in retail, CPG, healthcare, and hi-tech verticals, with proprietary accelerators and deep partnerships with Snowflake, Databricks, and Azure. Closely comparable to Inferenz in delivery model, vertical focus, and platform partner ecosystem.
• Fractal Analytics: Fractal is a larger India-rooted AI analytics firm serving global enterprises with both consulting services and AI products (Qure.ai, Eugenie, Crux Intelligence). Comparable to Inferenz in target verticals (healthcare, insurance, CPG/retail), AI consulting-plus-product strategy, and Snowflake/Databricks ecosystem partnerships.
• Latentview Analytics: LatentView is an India-based data and analytics consulting firm serving Fortune 500 enterprises in technology, financial services, and CPG. Comparable to Inferenz in services-led data/AI delivery, US-India dual presence, and focus on delivering measurable business impact through analytics and AI.
• AbsolutData: AbsolutData is an AI and analytics services firm with a NAVIK AI platform, serving CPG, retail, and technology clients. Comparable to Inferenz in services-plus-product strategy, AI focus, and target enterprise verticals.

Broad incumbents

• Brillio: Brillio is a larger US-India digital transformation and AI services firm serving banking, insurance, healthcare, and hi-tech clients. Comparable to Inferenz as a broader competitor in enterprise data and AI services with similar vertical concentration.
• Health Catalyst: Health Catalyst is a US-listed healthcare data and analytics platform serving hospitals and health systems with data warehousing, analytics, and AI. Comparable to the Caregence platform and Inferenz's healthcare data practice in addressing regulated healthcare data and analytics use cases.
• Mphasis: Mphasis is a larger India-headquartered IT services firm with deep AWS partnership and growing AI/data practice across banking, insurance, and healthcare. Comparable as a broader services competitor with overlapping partner ecosystem and target verticals.

Emerging players

• Innovaccer: Innovaccer is a healthcare data activation platform serving providers, payers, and life sciences with unified patient records, analytics, and AI. Comparable to the Caregence platform side of Inferenz's healthcare AI offering, though more productized and SaaS-centric.
• Manthan (Algonomy): Algonomy (formerly Manthan) is an India-originated AI platform for retail and consumer industries, combining customer analytics, personalization, and merchandising AI. Comparable to Inferenz in India roots and overlap with Marketlo's marketing intelligence functionality.

Market position

Weaknesses5 records

Competitive moat5 records

Key highlights5 records

Customer concentration

• Xx.com/InferenzTech
• YouTubeyoutube.com/channel/UCQVkx-Z5-18bQvyR20E-f7w
• LinkedInlinkedin.com/company/inferenz-tech
• Instagraminstagram.com/inferenz.ai

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Subsidiaries1 record

Funding overview

Funding rounds

Investors

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

M&A1 record

Investments

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

Frequently asked questions about Inferenz