InfoObjects

What InfoObjects does

InfoObjects is a privately held AI engineering and consulting firm headquartered in San Jose, California, founded circa 2010 by Rishi Yadav (CEO) and Sudhir Jangir (CTO), both IIT Delhi graduates with Stanford-level technical training. The company employs approximately 500 AI and data experts distributed across offices in the United States, Canada, India, Poland, the United Arab Emirates, Saudi Arabia, and Australia, operating under a Forward-Deployed Engineer (FDE) model in which senior engineers embed directly inside customer environments from day one. InfoObjects serves 25+ enterprise customers including Fortune 500 firms and frontier AI laboratories, delivering production-grade AI systems rather than standalone software products.

The company's core technology stack is model-agnostic and spans agentic AI, generative AI (including RAG pipelines and LLM fine-tuning via LoRA, SFT, and DPO), machine learning, and data engineering on Databricks, Snowflake, and cloud-native infrastructure. Its dedicated AI practice brand, Cogence.ai, launched in 2024 and consolidates twelve specialized offerings including SWE-bench-style evaluation harnesses, RLHF and preference data pipelines, MCP development, Graph RAG, KitOps model packaging, and legacy code intelligence tooling. InfoObjects maintains Core-tier partnerships with AWS, Google Cloud, Microsoft Azure, and Databricks, plus Flagship-tier partnerships with Anthropic and OpenAI for frontier model deployment. The firm is listed on AWS Marketplace for direct procurement and is recognized as G2 #2 globally for AI Consulting across four consecutive quarters.

InfoObjects operates a professional services revenue model with quote-based engagements governed by Master Services Agreements and Statements of Work, typically structured as multi-year contracts with customer-owned IP. Its go-to-market is enterprise field sales with discovery-to-deployment cadence of approximately 12 days to first working demo and 8 weeks to production. Named customers include Northwestern Mutual, FIS, Rockwell Automation, Publicis Groupe, Google, DigiCert, Wolters Kluwer, Thrivent, and CSL Limited across financial services, banking, manufacturing, media, technology, healthcare, and public-sector verticals. The company reports 42 AI use cases in production, 12 active FDE pod engagements, and an eval pass rate of 96.4% across SWE-bench-style and custom benchmarks.

Name

InfoObjects

Legal name

InfoObjects Inc.

Website

https://infoobjects.com

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

101–250 employees

Short description

InfoObjects is a private AI engineering and consulting firm with 500+ experts delivering production-grade agentic, generative, and machine-learning systems via Forward-Deployed Engineers embedded in 25+ Fortune 500 and frontier-AI-lab customer environments across eight global markets.

Ownership category

akta.pro rank

Product category

Enterprise AI Consulting

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Computer Systems Design Services (541512)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373), Services-Management Consulting Services (8742)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

Data, Analytics & AI Consulting (BPAHAEAF), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

Keywords

• AI consulting services
• Generative AI solutions
• Agentic AI engineering
• Data engineering services
• Enterprise AI deployment

Headquarters

HQ city

San Jose

HQ country

United States

HQ region

North America

Offices7 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Enterprise AI Consulting Services: Forward-Deployed Engineering engagements where FDE pods embed with customer teams to design, build, and harden AI systems end-to-end. Professional services engagement model with MSA and SOW governance. Customer-owned IP model.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels7 records

Core offering

InfoObjects is an enterprise AI consulting firm that embeds Forward-Deployed Engineering (FDE) pods in customer environments to design, build, and harden production AI systems. Core services span agentic AI, generative AI (RAG and fine-tuning), machine learning, data engineering, full-stack engineering, and digital transformation, delivered under its Cogence.ai AI practice brand. Engagements are model-agnostic, customer-IP-owned, and governed by MSA/SOW contracts with Fortune 500 firms and frontier AI labs.

Product overview

InfoObjects is an expert AI consulting firm offering a portfolio of specialized services built around its Cogence.ai sub-brand. The core offering is AI consulting delivered through Forward-Deployed Engineers embedded in customer environments, spanning agentic AI, generative AI, RAG, machine learning, data engineering, and digital transformation. Cogence.ai serves as the branded AI practice, offering twelve specialized modules including Agentic Accelerators, AI Agent Development, MCP Development, RAG Implementation, Graph RAG, LLM Fine-Tuning, RLHF & Preference Data, SWE-bench Evals, and Enterprise Trust & Security. Supporting capabilities include Legacy Code Intelligence and vertical solutions for financial services (AI underwriting, credit memo automation). The company operates on a model-agnostic basis, embedding with customers to ship production AI systems rather than providing standalone software products.

Differentiator

Problem solved

Functional benefit

Brands

• Cogence.ai: Dedicated AI practice brand of InfoObjects, bringing together frontier data work (SWE-bench, RLHF, evaluations), agentic AI engineering, and applied research into a single integrated offering.

Products and services

• InfoObjects AI Consulting Services Expert AI consulting practice delivering production AI systems through embedded Forward-Deployed Engineers for enterprise customers including Fortune 500 firms and frontier AI labs. Spans agentic AI, generative AI, machine learning, data engineering, analytics, and digital transformation.
• Cogence.ai Dedicated AI practice brand bringing together frontier data work (SWE-bench evals, RLHF, agent traces), agentic AI engineering, and applied research into a single integrated offering for enterprise and frontier AI lab clients.
• Legacy Code Intelligence

Quantifiable outcome

• 70% reduction in support-call volume for advisor copilot
• +7 more outcomes

Named customers14 records

Segments8 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability11 records

Feature10 records

Partnerships

Six partnerships are on record, tiered core and flagship.

• AWS (Amazon Web Services)coreTechnology or IntegrationHyperscale cloud partnership. InfoObjects builds in AWS environments. Available on AWS Marketplace for direct customer procurement. Deep integration across AI/ML, data engineering, and cloud migration use cases.
• Google CloudcoreTechnology or IntegrationHyperscale cloud partnership. InfoObjects builds in Google Cloud environments. Customer Google is also listed as a client.
• Microsoft AzurecoreTechnology or IntegrationHyperscale cloud partnership. InfoObjects builds in Azure environments for enterprise customers requiring Microsoft ecosystem integration.
• DatabrickscoreTechnology or IntegrationCertified consulting partnership. Engagements ship production data and AI on the Databricks Lakehouse. Capabilities include Unity Catalog governance, Delta Sharing, Workflows orchestration, Mosaic AI for model serving, RAG on Databricks, lakehouse architecture, MLOps with MLflow. Available as Databricks consulting partner on AWS Marketplace and direct.
• AnthropicflagshipTechnology or IntegrationFrontier lab partnership. InfoObjects deploys Anthropic models (Claude) in enterprise engagements when frontier capabilities are required. Model-agnostic by design - Anthropic is preferred when Anthropic earns its keep.
• OpenAIflagshipTechnology or IntegrationFrontier lab partnership. InfoObjects deploys OpenAI models (GPT-4o) in enterprise engagements. Used in advisor copilot case study (GPT-4o backbone, swappable by engagement design). Model-agnostic by design - OpenAI is preferred when it earns its keep.

Scale indicators20 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Slalom: Global consulting firm with a sizable AI/ML and data engineering practice serving Fortune 500 enterprises; directly comparable as a mid-to-large AI consulting peer competing for similar enterprise transformation budgets.
• Accenture (Applied Intelligence / Generative AI): World's largest professional services firm with a dedicated AI practice and global delivery; competes for the same enterprise AI and data modernization engagements InfoObjects targets.
• Deloitte AI / Omnia AI: Big Four advisory with large-scale AI implementation practice; competes for enterprise GenAI and regulated AI deployments across the same Fortune 500 buyer base.
• BCG X / BCG Gamma: Strategy-led AI build arm of Boston Consulting Group; comparable as a premium-priced AI consulting competitor targeting similar enterprise AI transformation mandates.
• Capgemini Engineering / AI & Data: Global SI with a large AI, data, and digital engineering practice; competes on large enterprise modernization and AI deployment programs in financial services and industrial verticals.

Direct peers

• Tiger Analytics: AI and advanced analytics consulting firm focused on data engineering, ML, and GenAI for Fortune 500 customers; closely comparable as a specialist AI consultancy of similar scale with similar delivery model and vertical focus.
• Fractal Analytics: AI and analytics services firm serving large enterprises across financial services, healthcare, and consumer; comparable as a peer AI consultancy competing for similar enterprise AI and decisioning engagements.
• Tredence: Data and AI engineering consultancy specializing in lakehouse architectures, ML, and GenAI on Databricks/Snowflake; highly comparable given InfoObjects' deep Databricks partnership and similar data-engineering-heavy delivery.

Emerging players

• Infinia ML (now part of Aspirion): Boutique ML/AI consultancy focused on production AI for regulated industries; a niche emerging competitor in the same forward-deployed, evaluation-heavy AI delivery style.
• AbsolutData (Absolutdata Analytics): AI and analytics services firm working with consumer and enterprise clients on ML and GenAI; comparable as a smaller AI-services peer competing for similar marketing, retail, and consumer analytics engagements.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• Xx.com/infoobjects
• LinkedInlinkedin.com/company/infoobjects
• Facebookfacebook.com/infoobjects.inc

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 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 InfoObjects