goML
GoML (Neuralgo Inc.) is a US-headquartered, AWS-partnered Gen AI development company that designs, builds and operates production AI systems for enterprise clients in healthcare, financial services and other verticals using its AI Matic framework and Bedrock-native stack.
- Company typePrivate
- Founded2023
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingServices
What goML does
GoML (legal entity Neuralgo Inc.) is a US-incorporated generative AI development company and AWS partner, founded in 2023 and headquartered in New York with an engineering and delivery center in Coimbatore, India. The company designs, builds and operates production-grade Gen AI systems for enterprise clients, anchored by its AI Matic framework, which packages six LLM boilerplates covering conversational agents, search, agentic workflows, content generation, data analytics and synthetic data, alongside vertical solutions such as HealthIntellix for healthcare. Its core technical stack runs natively on AWS Bedrock, integrating Claude, GPT-4 Turbo, LangChain, LlamaIndex, CrewAI and RAG pipelines to deliver multimodal capabilities across text, image, video, audio and structured data, with implementations delivered by Ninja Forward Deployed Engineers each carrying a minimum of five production AI system shipments.
GoML serves enterprise and mid-market customers across healthcare and life sciences, financial services, telecom, real estate, automotive and engineering and construction, with named deployments at organizations including Atria Healthcare, Corbin Capital, MAX Healthcare, SaluberMD, Bosch, Rakuten, Property Finder, Ledgebrook, Plumbata and Little Lunches. The company reports 130+ AI systems implemented, 95+ satisfied clients and 56+ projects completed in 2024, with reported 82% POC-to-production conversion versus a cited industry benchmark where over 85% of POCs fail, and an average delivery cycle of 63 days.
GoML operates a sales-led, services-heavy business model with structured engagement stages running from a one-day AI consulting workshop through a four-day POC, a four-month implementation, and ongoing LLM Ops, priced per project on multi-year enterprise contracts rather than on disclosed rate cards. Distribution combines direct enterprise field sales, North America roadshows, and a three-year AWS Strategic Collaboration Agreement that funds joint client pilots and production builds, with secondary channels including executive briefings, virtual events and an OpenAI-to-Bedrock migration offering. The company is privately held and founder-owned, with no disclosed venture or institutional capital, and has not reported revenue.
goML firmographics
Firmographics- Name
- goML
- Legal name
- Neuralgo Inc.
- Website
- https://goml.io
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- GoML (Neuralgo Inc.) is a US-headquartered, AWS-partnered Gen AI development company that designs, builds and operates production AI systems for enterprise clients in healthcare, financial services and other verticals using its AI Matic framework and Bedrock-native stack.
- Ownership category
- akta.pro rank
goML industry classification
Industry- Product category
- Generative AI Development Services
- NAICS
- Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371), Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End MLOps & ML Platform Suites (HDAAABAA)
- akta.pro secondary industries
- AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ), MLOps/LLMOps & Model Lifecycle Management Services (BPAEAHAH), AI/ML Engineering & Model Development Services (BPAEAHAF)
Keywords
Where goML is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
goML business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- AI Systems Implementation Services: GoML generates revenue through professional services for designing, building, and managing generative AI applications. The engagement model follows structured stages: 4-Day POC, 4-Week Pilot, 4-Month Implementation, and ongoing AI Ops engagement. Revenue is generated through consulting and implementation fees for custom Gen AI solutions across healthcare, life sciences, and financial services verticals.
- AI Consulting & Advisory: Revenue streams include AI consulting services for AI strategy, architecture design, and Gen AI adoption roadmaps. The company offers 1-Day AI consulting workshops and discovery sessions as entry points to larger implementation engagements.
- AWS Partnership Revenue: GoML operates as an AWS partner with Machine Learning Competency status and Strategic Collaboration Agreement. The partnership enables co-selling and joint delivery of AWS-funded Gen AI pilots and production builds, creating channel revenue opportunities.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | One time | Executive AI Briefing (Complimentary) |
| Other | Multi-year contract | 4-Day POC Engagement |
| Other | Multi-year contract | 4-Week Pilot |
| Other | Multi-year contract | 4-Month Implementation |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels8 records
goML product offering
Product offeringCore offering
goML is a generative AI development company and AWS partner that designs, builds, and deploys production-ready Gen AI applications for enterprises. Its core offering is the AI Matic framework—an enterprise Gen AI Application Stack with 6 proven LLM boilerplates (Conversational Agents, Search Engine, Agentic Workflows, Content Generation, Data Analytics & Insights, Data Synthesis)—delivered through structured 4-stage engagements: 1-Day Design, 4-Day POC, 4-Month Implementation, and ongoing LLM Ops.
Product overview
GoML is a generative AI development company and AWS partner offering an integrated platform-plus-modules architecture. The core product is AI Matic, an enterprise Gen AI framework providing 6 proven LLM boilerplates (Conversational Agent, Search Engine, Agentic Workflows, Content Generation, Data Analytics & Insights, Data Synthesis) that accelerate AI deployment from pilot to production in 8 weeks. These boilerplates are supplemented by vertical solutions like HealthIntellix for healthcare, and services including Claude Agent Development, AWS AI Services, AI Consulting, AI Software Development, and OpenAI to Bedrock Migration. The company also provides complementary tools like the Bedrock ROI Calculator. The Anti Accenture Playbook delivery model emphasizes rapid delivery through Ninja FDEs (Forward Deployed Engineers) using solution and industry blueprints to achieve 82% POC-to-production conversion rates.
Differentiator
Problem solved
Functional benefit
Brands
- AI Matic: Framework designed to help enterprises accelerate their generative AI deployment from pilot to production. Offers standardized, AWS-native foundation with accelerators for common use cases.
- HealthIntellix
Products and services
- AI Matic Framework Enterprise Gen AI framework providing 6 proven LLM boilerplates (Conversational Agent, Search Engine, Agentic Workflows, Content Generation, Data Analytics & Insights, Data Synthesis) for accelerating AI deployment from pilot to production in 8 weeks, with solution and industry blueprints for Healthcare, Finance, Manufacturing, Telecom, Energy & Utilities, and ISV & Software sectors.
- HealthIntellix Healthcare-specific AI platform accelerator for medical imaging, clinical documentation, patient health assessment, and telemedicine diagnostics.
- Claude Agent Development Services Specialized services for developing Claude-powered AI agents, leveraging Anthropic's Claude models for enterprise applications.
- AWS AI Services AWS AI implementation services including Amazon Bedrock, SageMaker, and other AWS AI/ML services for enterprise deployments.
- AI Consulting Strategic AI consulting services for enterprise AI adoption and transformation roadmaps, delivered through 1-Day Design workshops and discovery engagements.
- AI Software Development Custom AI software development services for building production-ready AI systems through the 4-Month Implementation stage of goML's engagement model.
- OpenAI to Bedrock Migration Migration services for transitioning AI workloads from OpenAI to Amazon Bedrock infrastructure.
- GoML & Plumbata AI Platform for Union Agreements AI-powered platform for structuring and interpreting complex union labor agreements in the engineering and construction industry; automates ingestion and extraction of wage rates, classifications, geographic zones, and rule conditions from 600+ page agreements and integrates with Plumbata's contract intelligence, field data capture, and analytics tools.
- AI Dietitian Assistant for Little Lunches AI Dietitian Assistant for personalized family nutrition, built using goML's Agentic AI accelerator framework; provides real-time personalized nutrition guidance in English and Spanish for over 500,000 families worldwide with privacy-first architecture.
Quantifiable outcome
- 82% POC-to-production success rate vs industry average of >85% POCs failing
- +7 more outcomes
Companies that use goML
Customer profileNamed customers16 records
Segments8 records
Ideal customer profiles3 records
goML technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability16 records
Feature4 records
goML partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered flagship and core.
- PlumbataflagshipStrategic partnership with Plumbata, a construction technology firm, to launch an AI-powered platform for structuring and interpreting complex union labor agreements in the engineering and construction industry. The platform automates document ingestion and extraction from union agreements exceeding 600 pages, reducing manual review time by up to 95%. Solution integrates with Plumbata's existing contract intelligence, field data capture, and analytics tools.
- Little LunchescoreCollaboration with Little Lunches to build an AI-powered Dietitian Assistant for personalized family nutrition. Built using GoML's Agentic AI accelerator framework, the platform provides real-time, personalized nutrition guidance in English and Spanish, supporting over 500,000 families worldwide with privacy-first architecture. Represents a key milestone in Little Lunches' broader AI-driven personalization strategy.
- AWScoreGoML signed a three-year Strategic Collaboration Agreement (SCA) with AWS to accelerate generative AI adoption. The partnership supports startups and enterprises in scaling AI pilots to production using AWS infrastructure including Amazon Bedrock. GoML achieved AWS Machine Learning Competency status and is among 22 Gen AI Competency Launch Partners. AWS and GoML can fund client AI pilots and production builds through AWS funding programs.
Scale indicators12 records
Recent moves6 records
Expansion highlights6 records
goML competitors and assessment
Company assessmentBroad incumbents
- Accenture: Global systems integrator with deep Gen AI practice. Directly comparable as the 'incumbent' against whom GoML positions its 'Anti Accenture Playbook'; serves the same enterprise clients with broader services portfolio and larger delivery teams.
- Mphasis: IT services firm with strong AWS partnership where GoML's co-founder Jack Singer previously built the AWS BU to $200M. Comparable as an AWS-aligned enterprise services competitor pursuing Gen AI implementation deals.
- Cognizant: Global IT services major with established Gen AI offerings and AWS Premier Tier partnership. Comparable as a large incumbent pursuing similar enterprise AI implementation budgets with deeper bench and broader capabilities.
- Infosys: Global IT services major with Topaz Gen AI suite and AWS partnership. Comparable as a large incumbent where GoML's founder Rishabh Sood previously worked; competes for the same enterprise AI transformation deals.
- Persistent Systems: Mid-to-large IT services firm with strong AWS partnership and growing Gen AI practice. Comparable as an AWS-aligned services competitor targeting similar enterprise AI/ML implementation opportunities.
Direct peers
- Slalom: Consulting firm focused on cloud, data, and AI implementation for enterprises. Comparable as a similarly-sized professional services competitor with regional delivery model targeting AI/ML production deployments.
- Fractal Analytics: AI services and products company serving Fortune 500 enterprises. Comparable as a focused AI/analytics services firm offering both custom implementations and productized AI solutions across industries.
- Tiger Analytics: AI and analytics services firm specializing in data science, ML engineering, and Gen AI implementations for enterprises. Comparable in business model, target customers, and delivery approach.
- Tredence: AI and data analytics solutions provider serving enterprises across verticals. Comparable as a mid-sized AI services competitor with similar AWS partnership orientation and vertical-vertical playbooks.
- Quantiphi: AI and ML services company with deep AWS partnership and focus on production AI deployments. Comparable as an AWS Gen AI Competency-holding peer with similar enterprise vertical mix and POC-to-production delivery model.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
goML social profiles
Digital presencegoML financial estimates
Financial estimateRevenue estimate
Valuation estimate
goML leadership team
Management profileNumber of profiles
Profiles5 records
goML funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
goML 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 goML
What does goML do?
goML is a generative AI development company and AWS partner that designs, builds, and deploys production-ready Gen AI applications for enterprises. Its core offering is the AI Matic framework—an enterprise Gen AI Application Stack with 6 proven LLM boilerplates (Conversational Agents, Search Engine, Agentic Workflows, Content Generation, Data Analytics & Insights, Data Synthesis)—delivered through structured 4-stage engagements: 1-Day Design, 4-Day POC, 4-Month Implementation, and ongoing LLM Ops.
Is goML a public or private company?
goML is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was goML founded?
goML was founded in 2023. It employs 11 to 50 people.
Where is goML based?
goML is headquartered in New York, United States, in the North America region.
How does goML make money?
Three revenue lines are on record. AI Systems Implementation Services are the primary driver. The others are AI Consulting & Advisory and AWS Partnership Revenue.
Who are goML's main competitors?
Broad incumbents on record are Accenture, Mphasis, Cognizant, Infosys and Persistent Systems. Direct peers are Slalom, Fractal Analytics, Tiger Analytics, Tredence and Quantiphi.
Does goML have an API?
Yes. GoML builds developer-ready REST APIs designed for seamless backend integration. The SaluberMD case study describes secure REST APIs for telemedicine backend integration, and the Property Finder case study describes AI-powered APIs for image validation including image quality validation API, image enhancement API, image detail extraction API, and text-image comparison API. The Corbin Capital case study describes a Gen AI API gateway using LangChain for context-aware prompt generation.
What industry is goML in?
goML's product category is Generative AI Development Services. Its primary akta.pro industry code is HDAAABAA, End-to-End MLOps & ML Platform Suites, with a secondary code of BPAEAAAJ, AI/ML Solution Integration & MLOps Enablement. Its NAICS code is 54151 and its SIC code is 7370.