What Affine does

Affine is a pure-play enterprise AI firm founded around 2010-2011 and headquartered in Bengaluru, India, with additional offices in Bellevue (US), Hyderabad, and Singapore. The company builds, deploys, and operates production-grade AI systems for 50+ Fortune 500 clients across ten verticals including CPG, Retail, Manufacturing, High-Tech, BFSI, Pharma, Gaming, Professional Services, Automotive, and Energy. Affine maintains a 501-1,000 person organization with a <5% applicant acceptance rate and a 1:5 PhD/Masters-to-practitioner talent mix, and has published 15+ research papers and patents since 2017.

The company's core technology is the Agentic AI Launchpad, a 7-layer modular platform that orchestrates 30+ battle-tested AI agents and 60-65 reusable modules with Multi-LLM routing, MCP connectors, Git-native deployment, ACP orchestration, and continuous automated governance. The product portfolio spans decision intelligence (Eryl Agent for enterprise knowledge retrieval, Quin Agent for conversational BI, DI/DQF), growth and experience (CreAItive Agent for marketing creative, Email Generation, Campaign Management), operational excellence (Shelf Intelligence, Telescope for geospatial, Network Ops, Anomaly Detection), and engineering productivity (Polycode Agent for code intelligence, Document Sphere, MLgam). In 2025 Affine built an in-house LLM on the LoRA framework to reduce dependency on third-party foundation providers.

Affine generates revenue primarily through managed-services partnerships, outcome-based engagements tied to measurable KPIs, forward-deployed teams, and focused AI sprints with Fortune 500 clients, supplemented by subscription/recurring revenue from deployment of its 20+ AI agents. Distribution is exclusively direct enterprise sales with senior AI strategists, supplemented by co-sell through Microsoft's Solutions Partner ecosystem and select Azure Marketplace listings. Pricing is quote-based and not publicly disclosed.

Name

Affine

Legal name

Affine Analytics Pvt. Ltd.

Website

https://affine.ai

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

501–1,000 employees

Short description

Affine is a Bengaluru-based pure-play enterprise AI firm that designs, deploys, and operates production-grade AI agents and platforms for 50+ Fortune 500 clients across ten verticals including CPG, Retail, Manufacturing, BFSI, Pharma, Gaming, and Automotive, via managed-services and outcome-based engagements.

Ownership category

akta.pro rank

Product category

Enterprise AI Consulting and Agentic AI Services

NAICS

Computer Systems Design Services (541512), Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

Data Engineering, Integration & ETL/ELT Services (BPAEAHAB), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Intelligent Document Processing (IDP) & OCR Automation (HDAEAHAC)

Keywords

• Enterprise AI consulting
• AI agent development
• Agentic AI platform
• Generative AI services
• AI managed services

Headquarters

HQ city

Bengaluru

HQ country

India

HQ region

Asia

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Managed Services Engagements: Affine prefers managed services where the team stays accountable for AI outcomes from idea to production. Long-running partnerships with close collaboration and continuous accountability for results.
2. Outcome-Based Engagements: Engagements tied directly to business KPIs with measurable outcomes. Pricing and delivery aligned to client business impact metrics.
3. Forward-Deployed Teams: Embedded teams working alongside client organizations with deep integration into client workflows and processes.
4. Focused Sprints: Time-boxed engagements for specific capability delivery when clients need focused expertise for particular AI initiatives.
5. AI Agent Licensing/Deployment: Deployment of plug-ready AI agents from the catalog of 30+ battle-tested agents, providing faster time-to-value than custom builds.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels5 records

Core offering

Affine is a pure-play Core AI firm that delivers enterprise AI transformation through a portfolio of 20+ plug-ready AI agents and the Agentic AI Launchpad platform, sold as managed services, outcome-based engagements, forward-deployed teams, and focused sprints for Fortune 500 clients. The company bundles proprietary AI agents (Eryl, Polycode, Telescope, Shelf Intelligence, Anomaly Detection, CreAItive, Quin, Data Product Catalog, AIVA, Document Sphere, IntelliTag, Echoverse, MLgam) with full lifecycle services across conceptualize, architect, execute, integrate, and democratize stages.

Product overview

Affine offers a portfolio of 20+ battle-tested, plug-ready AI agents organized across four transformation clusters: Decision Intelligence, Growth and Experience, Operational Excellence & Execution, and Enterprise Productivity and Engineering. The core platform is the Agentic AI Launchpad, a 7-layer modular architecture providing orchestration, routing, grounding, and governance for all agents. Agents include Eryl Agent (knowledge retrieval), Quin Agent (conversational BI), Polycode Agent (code intelligence), Shelf Intelligence (retail compliance), Telescope Agent (geospatial), Data Product Catalog Agent (data governance), Anomaly Detection Agent (operational risk), CreAItive Agent (marketing creative), AIVA (customer service), Document Sphere Agent (document workflows), and MLgam (MLOps). The ecosystem connects to enterprise systems including Azure, AWS, Google Cloud, Salesforce, SAP, Snowflake, Databricks, ServiceNow, Microsoft Fabric, GitHub, Tableau, and Power BI.

Differentiator

Problem solved

Functional benefit

Brands

• Agentic AI Launchpad: A reusable enterprise AI platform that accelerates the design, deployment, governance, and scaling of operational-grade AI agents, featuring 30+ battle-tested agent components and a visual build environment.
• Human Innovation Quotient (HIQ)
• Agentic AI Ecosystem

Products and services

• Agentic AI Launchpad A reusable enterprise AI platform that accelerates the design, deployment, governance, and scaling of operational-grade AI agents for Fortune 500 enterprises. Provides 30+ battle-tested agent components, a live visual build environment, Multi-LLM routing, MCP connectors, Git-native deployment, ACP orchestration, and Eval Agent governance wired at every layer.
• Eryl Agent AI-powered enterprise information retrieval assistant combining retrieval-augmented generation with automated evaluation for context-aware question answering across 10,000+ documents in seconds, with up to 90% grounded relevance. Available via Azure Marketplace for low-code and no-code deployment, targeted at enterprises needing governed enterprise knowledge search.
• Polycode Agent AI-powered code intelligence platform accelerating software development through autonomous code generation, migration, testing, and validation workflows. Built on Azure OpenAI with GitHub and Databricks integration, featuring automated BRD creation, security analysis, SQL and PySpark conversion, dependency analysis, and real-time execution validation for enterprise engineering teams.
• Shelf Intelligence AI-powered shelf compliance and recommendation platform that optimizes shelf layouts, monitors compliance, and improves in-store execution using AI-powered image recognition, spatial intelligence, and demand-driven merchandising optimization. Designed for CPG and retail enterprises needing shelf compliance at audit scale, with reported 88.7% accuracy and 12,000+ SKU placements checked per audit cycle for a Fortune 500 retailer.
• Telescope Agent Satellite imagery and geo-spatial intelligence platform that automates large-scale land analysis, infrastructure mapping, and topographical intelligence. Uses Deep Learning Feature Pyramid Network (FPN) for precise image segmentation and classification across up to 100 sq km operational coverage, targeted at energy, infrastructure, and remote-asset monitoring use cases.
• Data Product Catalog Agent AI-powered enterprise data catalog platform that organizes, governs, and operationalizes data assets for faster discovery, governance, lineage tracking, and reusable analytics. Features automated metadata tagging, semantic search, and end-to-end data traceability for enterprises managing fragmented data estates.
• Anomaly Detection Agent Operational risk and anomaly intelligence platform that continuously monitors enterprise systems to identify hidden risks, operational deviations, and quality anomalies before they escalate. Features real-time anomaly detection across operational, financial, and quality data streams with adaptive threshold modeling and root cause analysis for enterprise operations teams.
• CreAItive Agent Marketing creative generation platform that generates scalable, brand-ready creative assets from text prompts. Uses DALL·E 3, Stable Diffusion, and in-house deep learning models for text-to-image generation, image refinement, and automated quality evaluation, targeted at CPG, retail, and marketing teams needing high-volume creative output.
• Document Sphere Agent Document transformation and governance platform that automates generation, comparison, summarization, formatting, and compliance workflows. Features automated structural generation, intelligent version control, and complex document summarization for professional services, pharma, and regulated industries.
• Quin Agent Natural language BI query agent enabling business users to ask questions in plain language and receive answers without requiring SQL expertise. Part of the Decision Intelligence cluster for conversational analytics across enterprise data warehouses.
• MLgam ML operations platform enabling enterprises to experiment faster, deploy smarter, and scale AI confidently. Part of the Decision Intelligence cluster for governed and scalable AI production ecosystems.
• DI/DQF Agent Data quality and governance agent providing trusted data, governed systems, and enterprise confidence at scale. Part of the Decision Intelligence cluster for proactive governance and measurable trust frameworks in regulated industries such as pharma.
• AIVA (Affine Intelligent Virtual Assistant) Enterprise-grade AI system that automates customer support email workflows through a multi-agent architecture. Provides always-on, always accurate, always on-brand customer service for enterprise support organizations.

Quantifiable outcome

• $140 returned for every $1 invested
• +9 more outcomes

Named customers12 records

Segments10 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration15 records

AI capability14 records

Feature9 records

Partnerships

One partnership is on record.

• MicrosoftcoreTechnology or IntegrationAffine is a Microsoft Solutions Partner with dual designations for Data & AI and Digital & App Innovation on Azure. Additional Microsoft partnerships include Commercial Marketplace presence and ISV Success Partner status. These partnerships enable co-marketing, joint go-to-market activities, and integration with Azure ecosystem services including Azure OpenAI for Polycode Agent and other solutions.

Scale indicators16 records

Recent moves6 records

Expansion highlights7 records

Emerging players

• DataRobot: Enterprise AI platform company offering MLOps and agentic AI capabilities with overlay professional services. Comparable to Affine's Launchpad on AI platform and lifecycle tooling, but stronger product-led GTM and weaker India delivery leverage.

Direct peers

• Tiger Analytics: US-headquartered AI and advanced analytics services firm with deep India delivery; serves Fortune 500 with data science, ML, and GenAI solutions. Comparable scale, services-led model, vertical depth, and Fortune 500 customer mix to Affine.
• Tredence: AI and data engineering services firm focused on CPG, retail, manufacturing, and BFSI. Comparable as an India-rooted AI services specialist with a reusable accelerator/agent library and Fortune 500 enterprise customers.
• AbsolutData: AI-driven marketing and sales analytics services firm serving mid-to-large CPG and retail enterprises. Comparable on AI services delivery model, CPG/retail vertical focus, and India-centric engineering talent base.
• Fractal Analytics: India-founded enterprise AI and analytics services firm serving Fortune 500 clients across similar verticals (CPG, retail, BFSI, healthcare). Directly comparable on footprint (large India delivery, US client base), enterprise AI services focus, and 500+ enterprise AI deployments narrative.

Broad incumbents

• Accenture: Global systems integrator with a large Accenture AI practice competing for the same Fortune 500 AI transformation mandates Affine targets. Overlaps on enterprise field sales, multi-industry reach, and full-lifecycle delivery but at vastly larger scale and capital base.
• Capgemini: Global consulting and digital services firm with a Capgemini AI & Data Engineering practice. Overlaps with Affine on enterprise field sales, vertical specialists, and outcome-based AI programs for Fortune 500 in Europe and North America.
• Cognizant: Global IT services firm with dedicated Cognizant AI and Neuro Edge practices serving the same Fortune 500 verticals (BFSI, healthcare, manufacturing, retail). Competes head-to-head in enterprise AI delivery and outcome-based engagements.
• Infosys: India-headquartered global IT services leader with Infosys Topaz applied AI offering. Competes with Affine for Fortune 500 AI mandates across CPG, BFSI, manufacturing, and retail, supported by deeper capital and broader geographic presence.
• Wipro: Global IT and AI services firm with Wipro AI and HOLMES platforms, comparable enterprise delivery model and Fortune 500 customer base. Competes directly on multi-year managed services AI engagements in similar verticals.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/Affine_ai
• LinkedInlinkedin.com/company/affine

Revenue estimate

Valuation estimate

Number of profiles

Profiles17 records

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 Affine