Orchvate
Orchvate is a Bengaluru-based social enterprise that combines neurodiversity employment services with AI data annotation, offering enterprise ND hiring and integration programs plus trained neurodivergent annotator services for computer vision and NLP projects.
- Company typePrivate
- Founded2021
- HeadquartersNot specified, India
- Headcount11–50
- GTM typeB2B
- OfferingServices
What Orchvate does
Orchvate is a Bengaluru-based social enterprise that operates at the intersection of neurodiversity employment and AI data services. The company serves three customer segments: neurodivergent (ND) individuals seeking employment, enterprises seeking to build inclusive workforces, and institutions (NGOs and academic organizations) requiring employability support. Its core commercial offerings include enterprise ND awareness, hiring, onboarding, and integration services, as well as data annotation project services delivered by a pool of 70+ trained neurodivergent annotators covering computer vision tasks (bounding box, key point, skeleton, polygon, segmentation, LiDAR) and NLP.
The company's technology stack centers on third-party and open-source annotation platforms (Dataloop, TaskMonk, CVAT, OpenCV) hosted on Microsoft Azure, combined with proprietary systems: the Orchvate Candidate Hiring System, the Orchvate Onboarding System, and custom screening tools for aptitude assessment. In 2024, Orchvate launched Neuro AI 2.0, a training program that expanded into Generative AI and prompt engineering, delivered in partnership with NASSCOM Foundation free of cost with a guaranteed 6-month paid internship.
The business model is services-led with three revenue streams: (1) enterprise professional services for ND inclusion (awareness workshops, hiring, coaching, onboarding, and data annotation consultancy) sold on multi-year custom contracts; (2) premium data annotation project work delivered by trained ND annotators; and (3) a freemium training and certification layer (Neuro AI 2.0) that functions as a talent pipeline rather than a direct revenue source. GTM combines top-down enterprise sales to MNCs (with named corporate partners including KPMG, Accenture, IBM, Credit Suisse, NatWest, Capgemini, and Lululemon) and a bottom-up community-led approach engaging ND families, inclusive schools, training institutes, and NGOs. The company is privately held and bootstrapped, with no institutional funding rounds disclosed.
Orchvate firmographics
Firmographics- Name
- Orchvate
- Legal name
- Orchvate
- Website
- https://orchvate.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Orchvate is a Bengaluru-based social enterprise that combines neurodiversity employment services with AI data annotation, offering enterprise ND hiring and integration programs plus trained neurodivergent annotator services for computer vision and NLP projects.
- Ownership category
- akta.pro rank
Orchvate industry classification
Industry- Product category
- Data Annotation Services
- NAICS
- Computer Training (61142), Other Scientific and Technical Consulting Services (54169), Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Programming Services (7371), Services-Management Consulting Services (8742)
- akta.pro primary industry
- RLHF, Human Feedback & Evaluation Data Tools (HDAAALAJ)
- akta.pro secondary industry
- Technical Bootcamps & Accelerated Reskilling (Full-time/Part-time) (BPAEANAE)
Keywords
Where Orchvate is headquartered
LocationHeadquarters
- HQ city
- Not specified
- HQ country
- India
- HQ region
- Asia
Offices1 record
Markets served
Orchvate business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Marketing or Sales, Technology or R&D, Operations
Revenue model
- Data Annotation Project Consultancy: AI/ML-driven Data Annotation consulting services providing premium annotation services covering computer vision and NLP to enterprises
- ND Integration Services: Enterprise services including Awareness & Sensitization, ND Integration Workshops, Hiring, Coaching, and Onboarding & Training for corporate clients
- Training & Certification Programs: Data annotation training and certification programs for neurodivergents, with the Neuro AI 2.0 program offered free of cost in partnership with NASSCOM Foundation
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | One time/ perpetual license | Neuro AI 2.0 Program - Free Training |
| Other | Multi-year contract | Enterprise Services - Custom Pricing |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels4 records
Orchvate product offering
Product offeringCore offering
Orchvate is a social enterprise that delivers AI/ML data annotation services (computer vision and NLP) using a workforce of trained neurodivergent (ND) annotators, alongside enterprise ND inclusion consulting. Its enterprise offerings include the Orchvate Solution (a hiring + onboarding program for neurodiverse talent), awareness and sensitization workshops, ND integration coaching, and paid-internship programs. For ND individuals, it runs free training programs (Neuro AI 2.0, Orchvate DA Online Program) in data annotation and Generative AI with guaranteed paid internships.
Product overview
Orchvate is a social enterprise building a robust ecosystem for neurodivergents to achieve sustainable employment. The company offers a unified platform combining The Orchvate Solution (candidate hiring and onboarding systems) for enterprise clients, along with the Neuro AI 2.0 Annotation Program and Orchvate DA Online Program for training neurodivergents in data annotation and generative AI skills. Service offerings are segmented for three audiences: Enterprises receive neurodiversity hiring and integration services, Neurodivergents access career coaching and training programs, and Institutions receive employability support and training delivery partnerships.
Differentiator
Problem solved
Functional benefit
Brands
- Neuro AI Annotation Program: A training program in partnership with nasscom foundation for neurodivergent talent in AI/ML Data Annotation and Generative AI skills, followed by a guaranteed 6-month paid internship.
Products and services
- The Orchvate Solution A comprehensive neurodiverse hiring and integration program for enterprises that combines the Orchvate Candidate Hiring System and the Orchvate Onboarding System. It includes competency mapping, inclusive job design, behavioral indicator identification, competency assessment tools, customized hiring processes, integration workshops with simulation projects, and coaching for both ND and neurotypical employees.
- Neuro AI 2.0 Annotation Program A first-of-its-kind 6-month training and internship program (9 weeks training + 6 months internship) in AI/ML Data Annotation and Generative AI for neurodivergent individuals. The program is free of cost, online, facilitator-driven with small batches of 10 students, and includes accommodations such as session recordings and ground truth videos.
- Orchvate DA Online Program A 6-month online data annotation training program covering all basic computer vision tasks including Bounding Box, Key Point, Skeletal, Polygon, Instance Segmentation and more, with reference to diverse use cases such as Autonomous Vehicles, Ed-Tech, Sports Tech, Retail, and Surveillance.
- Data Annotation Services Premium AI/ML-driven data annotation services covering both computer vision and NLP, delivered by over 70 trained neurodivergent resources. Includes Bounding Box, Key Point, Skeleton, Polygon, Segmentation, and LiDAR annotation for autonomous driving, medical imaging, surveillance, retail, and other applications.
- Enterprise ND Integration Services Comprehensive services for enterprises including Awareness & Sensitization workshops, ND Integration Workshops with simulated projects run by neurodiverse facilitators, Inclusive Hiring, Coaching, and Onboarding & Training.
- Neurodivergent Career Services Services for neurodivergent individuals including Resume/Profile Building, Career Coaching (India and Other Regions), Mentoring & Self-Empowerment, and Data Annotation Training and Certification.
- Institution Services Services for NGOs, specialized training organizations, and academic institutions of higher education, including Employability Support (Career Mapping and Placement Services), Awareness & Sensitization Workshops, and Data Annotation Training for members.
Quantifiable outcome
- 28% of candidates passed Orchvate's initial screening (vs typical corporate screening)
- +4 more outcomes
Companies that use Orchvate
Customer profileNamed customers2 records
Segments3 records
Ideal customer profiles2 records
Orchvate technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature4 records
Orchvate partnerships and signals
Strategic signalPartnerships
23 partnerships are on record, tiered flagship, core and minor.
- NASSCOM FoundationflagshipPartnership to deliver the Neuro AI 2.0 Annotation Program - a first-of-its-kind training program for neurodivergent talent in AI/ML Data Annotation and Generative AI skills, followed by guaranteed 6-month paid internship. Program is free of cost for participants.
- MicrosoftcoreAccepted into Microsoft Startups program with free Azure credits enabling hosting of open-source DA platform (OpenCV and CVAT). Also provides platform for enterprise registration forms.
- Dataloop AIcoreIsraeli data annotation platform partner. Initially provided free platform access for a quarter (worth thousands of dollars) for training ND annotators. Team featured at NASSCOM AI Summit.
- TaskMonkcoreIndian data annotation platform that stepped up when Dataloop's free access ended. Customized platform to meet Orchvate's training requirements.
- iMeritcoreLeading data annotation service provider in India. ND team onboarded to iMerit L&D platform for skills testing. All team members scored over 90% in record time.
- KPMGminorCorporate partner for ND hiring and inclusion initiatives
- AccentureminorCorporate partner for ND hiring and inclusion initiatives
- IBMminorCorporate partner for ND hiring and inclusion initiatives
- Credit SuisseminorCorporate partner for ND hiring and inclusion initiatives
- NatWest GroupminorCorporate partner for ND hiring and inclusion initiatives
- CapgeminiminorCorporate partner for ND hiring and inclusion initiatives
- CloudFactoryminorData annotation service provider partner
- India Autism Center (IAC)minorPartner organization for autism-focused initiatives
- Atypical AdvantageminorPartner organization for neurodiversity employment initiatives
- LululemonminorCorporate partner for ND hiring and inclusion initiatives
- ParamountminorCorporate partner for ND hiring and inclusion initiatives
- NeurowrxminorPartner organization in neurodiversity space
- Change InkminorPartner organization for social impact and inclusion initiatives
- V-SheshminorPartner organization for neurodiversity employment
- SPLEND FoundationminorPartner foundation for disability inclusion
- Winvinaya FoundationminorPartner foundation for disability inclusion and empowerment
- Action for AutismminorPartner organization for autism advocacy and support
- Forum for AutismminorPartner organization for autism community support
Scale indicators9 records
Recent moves6 records
Expansion highlights6 records
Orchvate competitors and assessment
Company assessmentDirect peers
- CloudFactory: CloudFactory is a global data annotation and AI data solutions provider with a workforce development model (especially in Nepal and Kenya) closely analogous to Orchvate's ND talent model. Both combine social-impact talent sourcing with managed annotation services for AI/ML customers.
- auticon: auticon is a global consultancy that employs autistic and other neurodivergent adults as technology consultants. auticon is the closest international analog to Orchvate's ND hiring and integration offering (and similar DA-adjacent delivery model).
- Scale AI: Scale AI is a leading AI data labeling platform providing annotation for computer vision, NLP, and reinforcement learning. While much larger and better capitalized, Scale competes for the same enterprise annotation contracts that Orchvate's data services target.
- iMerit: iMerit is a leading India-based data annotation services provider offering computer vision and NLP labeling at global scale. iMerit is both a direct competitor and an active Orchvate partner (its L&D platform validated Orchvate's ND annotators at 90%+ scores), making it the most directly comparable peer in the AI data services space with overlapping geographic and product footprints.
- Samasource (Sama): Sama (formerly Samasource) is a global data annotation and AI services company with a strong impact-employment mission (refugees and underserved populations) very similar in ethos to Orchvate's ND mission, providing computer vision and NLP annotations for AI customers.
- Appen: Appen is one of the largest publicly listed data annotation companies globally, providing image, video, text, and speech annotation for AI training. Appen's computer vision and NLP annotation services directly overlap with Orchvate's core offering (bounding box, segmentation, LiDAR, NLP).
- Labelbox: Labelbox is a data annotation platform for AI/ML workflows including computer vision and NLP. While more of a platform layer, Labelbox competes for the same annotation tooling budget that Orchvate's platform-delivery model (Dataloop, TaskMonk) touches.
- Atypical Advantage: Atypical Advantage is an India-based platform connecting people with disabilities, including neurodivergent individuals, to employment opportunities. They are a listed Orchvate partner and operate in the same ND employment ecosystem with overlapping enterprise clients.
- Specialisterne: Specialisterne is a Danish-origin social enterprise pioneering neurodiversity employment, including IT and data-related roles. Specialisterne pioneered the model of placing neurodivergent individuals in technology roles that Orchvate mirrors in India, making it a direct mission and offering peer.
Emerging players
- Ultranauts: Ultranauts is a US-based data analytics and quality engineering firm that employs primarily neurodivergent professionals. Ultranauts overlaps with Orchvate's positioning of ND talent for data work but focuses more on QA and analytics than pure AI annotation.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Orchvate social profiles
Digital presenceOrchvate financial estimates
Financial estimateRevenue estimate
Valuation estimate
Orchvate leadership team
Management profileNumber of profiles
Profiles15 records
Orchvate funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Orchvate 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 Orchvate
What does Orchvate do?
Orchvate is a social enterprise that delivers AI/ML data annotation services (computer vision and NLP) using a workforce of trained neurodivergent (ND) annotators, alongside enterprise ND inclusion consulting. Its enterprise offerings include the Orchvate Solution (a hiring + onboarding program for neurodiverse talent), awareness and sensitization workshops, ND integration coaching, and paid-internship programs. For ND individuals, it runs free training programs (Neuro AI 2.0, Orchvate DA Online Program) in data annotation and Generative AI with guaranteed paid internships.
Is Orchvate a public or private company?
Orchvate is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Orchvate founded?
Orchvate was founded in 2021. It employs 11 to 50 people.
Where is Orchvate based?
Orchvate is headquartered in Not specified, India, in the Asia region.
How does Orchvate make money?
Three revenue lines are on record. Data Annotation Project Consultancy is the primary driver. The others are ND Integration Services and training & Certification Programs.
Who are Orchvate's main competitors?
Direct peers on record are CloudFactory, auticon, Scale AI, iMerit, Samasource (Sama), Appen, Labelbox, Atypical Advantage and Specialisterne. Ultranauts is listed as an emerging player.
Does Orchvate have an API?
No public API is recorded for Orchvate.
What industry is Orchvate in?
Orchvate's product category is Data Annotation Services. Its primary akta.pro industry code is HDAAALAJ, RLHF, Human Feedback & Evaluation Data Tools, with a secondary code of BPAEANAE, Technical Bootcamps & Accelerated Reskilling (Full-time/Part-time). Its NAICS code is 61142 and its SIC code is 7371.