Dharma-AI
Dharma-AI is a Rio de Janeiro-based AI Lab that builds Specialized Small Language Models (SSLMs) for document processing and industrial maintenance, serving enterprise customers in Legal, Finance, Healthcare, and Manufacturing verticals across Brazil.
- Company typePrivate
- Founded2024
- HeadquartersRio De Janeiro, Brazil
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Dharma-AI does
Dharma-AI is a Brazilian AI Lab founded in November 2024 as a spin-off from EloGroup, headquartered in Rio de Janeiro. The company develops Specialized Small Language Models (SSLMs) using proprietary Hard Tech training methodology that combines Supervised Fine-Tuning with Direct Preference Optimization (DPO), targeting industry-specific tasks in Legal, Financial Market, Insurance, Health, Manufacturing, Energy, and Technology verticals. Dharma-AI's product portfolio includes Dharma-AI Smart OCR for intelligent document processing, the KM Maintenance Agent for factory knowledge management (with native SAP PM integration), and the standalone DharmaOCR model family (7B Full and 3B Lite variants); the company also publishes research benchmarks demonstrating outperformance over GPT-4o, Google Document AI, and Claude Opus 4.6 on Brazilian Portuguese text extraction at up to 50x lower cost and 30-50x lower energy consumption than large LLMs.
The company operates three revenue streams: (1) Dharma-AI Products (ready-made Smart Models including Smart OCR and KM Maintenance Agent, delivered via API licensing on usage-based and annual subscription cadences), (2) SAAIS (Service as an AI Software), a co-development model for sector-specific AI products refined on customer proprietary data with revenue and profit sharing, and (3) AI Lab, end-to-end custom SSLM development for selected high-impact clients via multi-year contracts with dedicated AI squads. Go-to-market is enterprise direct sales augmented by participation in AWS GAIA, NVIDIA Inception, Google for Startups, Microsoft for Startups, and Endeavor programs. Named customers include Norsul, Sydle, YDUQS, Simetrio Capital, Cruzeiro do Sul, Veracel, Boston Scientific, and Descomplica. The company raised one of the largest seed rounds in Brazil led by Lorinvest, and operates under LGPD-compliant data handling with customer proprietary data remaining exclusively the customer's property.
Dharma-AI firmographics
Firmographics- Name
- Dharma-AI
- Legal name
- Dharma-AI
- Website
- https://dharma-ai.com.br
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Dharma-AI is a Rio de Janeiro-based AI Lab that builds Specialized Small Language Models (SSLMs) for document processing and industrial maintenance, serving enterprise customers in Legal, Finance, Healthcare, and Manufacturing verticals across Brazil.
- Ownership category
- akta.pro rank
Dharma-AI industry classification
Industry- Product category
- Enterprise AI Software
- NAICS
- Custom Computer Programming Services (541511), Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)
- akta.pro secondary industries
- AI/ML Engineering & Model Development Services (BPAEAHAF), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where Dharma-AI is headquartered
LocationHeadquarters
- HQ city
- Rio De Janeiro
- HQ country
- Brazil
- HQ region
- Latin America
Offices1 record
Markets served
Dharma-AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales
Revenue model
- API Licensing - Dharma-AI Smart Models: Licensing of pre-built specialized AI models (Smart OCR, KM Maintenance Agent) via API. Customers pay for usage of specialized models that are faster and more cost-effective than general LLMs. Models can be refined with customer data.
- AI Lab - Custom Model Development: End-to-end development of AI solutions for selected high-potential clients. Includes diagnosis, model training with proprietary data, and implementation support. Dedicated AI squads for specialized model development.
- SAAIS (Service as an AI Software): Sector-specific AI products refined on demand with proprietary data. Co-development model with CAPEX/OPEX structure. Includes exclusive API licensing, revenue sharing, and profit sharing opportunities. Strategy-driven development with ongoing maintenance and re-training.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Dharma-AI Smart OCR - intelligent document processing |
| Subscription | Annual | Dharma-AI KM Maintenance Agent |
| Other | Multi-year contract | AI Lab - Custom Model Development |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels5 records
Dharma-AI product offering
Product offeringCore offering
Dharma-AI develops and licenses proprietary Specialized Small Language Models (SSLMs) for enterprise clients, delivered through three lines: (1) Dharma-AI Products — ready-made AI products such as Dharma-AI Smart OCR for intelligent document processing and Dharma-AI KM Maintenance Agent for factory operations, distributed via API; (2) SAAIS (Service as an AI Software) — co-developed, sector-specific AI products refined on proprietary customer data with exclusive API licensing and revenue/profit sharing; and (3) AI Lab — end-to-end custom SSLM development for selected high-impact clients. The proprietary Hard Tech training methodology combines Supervised Fine-Tuning with Direct Preference Optimization (DPO) and AWQ quantization to deliver higher accuracy at 30-50x lower energy consumption and up to 50x lower cost compared to generalist LLMs.
Product overview
Dharma-AI is an AI Lab developing Specialized Small Language Models (SSLMs) with proprietary technology (Hard Tech). The product portfolio consists of two core AI products: Dharma-AI Smart OCR for intelligent document processing and Dharma-AI KM Maintenance Agent for factory knowledge management. These products are offered as ready-made solutions (Dharma-AI Products line) and can be refined with customer data. Additionally, the company offers SAAIS (Service as an AI Software) for co-development of sector-specific AI products, and AI Lab for end-to-end custom AI solution development. All products leverage specialized small language models that are 30-50x more energy efficient than traditional LLMs, offering cost reductions up to 50x compared to large market models.
Differentiator
Problem solved
Functional benefit
Brands
- Dharma-AI Smart Models: Ready-made AI product line including Dharma-AI Smart OCR for intelligent document processing.
- Dharma-AI Bridge
- Dharma-AI Smart OCR
- Dharma-AI KM Maintenance Agent
- AI Lab
- SAAIS (Service as an AI Software)
- DharmaOCR
Products and services
- Dharma-AI Smart OCR Intelligent document processing solution that converts unstructured documents (PDFs, forms, invoices, contracts, scanned images) into structured data using specialized OCR models, achieving top text extraction scores outperforming GPT-4o, Google Document AI, and Claude Opus 4.6 at significantly lower cost; delivered via API to enterprise customers.
- Dharma-AI KM Maintenance Agent AI chat solution specialized in factory Operation and Maintenance content that unifies knowledge across maintenance tickets (native SAP PM integration), machine manuals, equipment downtime reports, and tacit operator knowledge, enabling natural language queries about plant operations for factory and manufacturing enterprises.
- DharmaOCR Specialized structured OCR model family (Full 7B and Lite 3B variants) that uses SFT with strict JSON schema enforcement combined with DPO to minimize text degeneration to 0.20%, powers Dharma-AI Smart OCR, and is documented in Dharma-AI's public benchmark paper.
- SAAIS (Service as an AI Software) Co-development offering for sector-specific AI products refined on demand with the customer's proprietary data and strategic focus, delivered as SSLMs served via APIs with exclusive licensing, revenue sharing, and profit sharing opportunities, plus ongoing maintenance and re-training.
- AI Lab End-to-end custom AI solution development service for selected high-potential clients, comprising diagnosis, POCs, experiments, dedicated AI squads for training specialized SSLMs, and ongoing implementation support under multi-year project contracts.
Quantifiable outcome
- 86% accuracy on jurisprudence identification (vs GPT-4o at 68%)
- +8 more outcomes
Companies that use Dharma-AI
Customer profileNamed customers8 records
Segments7 records
Ideal customer profiles4 records
Dharma-AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability8 records
Feature5 records
Dharma-AI partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core and major.
- EloGroupcoreParent company and strategic partner from which Dharma-AI spun off in November 2024. One of the top 10 consulting firms in Brazil with extensive AI project experience. Provided initial team and project portfolio.
- NVIDIA Inception ProgramcoreGlobal accelerator program for AI startups providing technical mentorship, GPU resources, and ecosystem support. Dharma-AI recognized as globally accelerated by NVIDIA.
- AWS (Amazon Web Services)coreSelected for AWS Generative AI Accelerator (GAIA) 2025 with up to $1M credits. AWS provides cloud infrastructure and is a key technology partner for Dharma-AI solutions.
- Google for StartupsmajorStartup accelerator program providing resources, mentorship, and cloud credits for AI startups. Dharma-AI globally accelerated by Google for Startups.
- Microsoft for StartupsmajorStartup program providing Azure cloud resources, development tools, and enterprise go-to-market support. Dharma-AI globally accelerated by Microsoft.
- EndeavormajorGlobal entrepreneurship organization providing high-impact startup support, mentorship, and network access. Dharma-AI recognized as Endeavor portfolio company.
Scale indicators8 records
Recent moves7 records
Expansion highlights6 records
Dharma-AI competitors and assessment
Company assessmentDirect peers
- Tractian: Tractian is a Brazilian-founded industrial AI company specializing in predictive maintenance and factory asset intelligence — directly comparable to Dharma-AI's KM Maintenance Agent in the same industrial maintenance vertical.
- Mistral AI: Mistral AI develops small and large language models served via API for enterprise use cases, including domain-specialized variants — closely aligned with Dharma-AI's SSLM model serving and enterprise specialization thesis.
- AI21 Labs: AI21 Labs offers enterprise-tuned language models (Jamba, Jurassic) with emphasis on customizability and accuracy for business use cases — analogous to Dharma-AI's specialized-model approach for verticals like legal and finance.
- Cohere: Cohere provides enterprise language AI models and APIs with emphasis on private deployment and customization — directly comparable to Dharma-AI's API-licensed SSLMs targeting enterprise vertical use cases.
Regional players
- Kunumi: Kunumi is a Brazilian AI lab and consulting spin-off offering applied AI solutions across Brazilian enterprises — a regional peer sharing Dharma-AI's Brazilian market focus and lab-to-product GTM motion.
Broad incumbents
- OpenAI: OpenAI's GPT-4o is the principal general-purpose LLM Dharma-AI benchmarks against on cost, latency, and accuracy; represents the broad incumbent whose price/performance Dharma-AI is undercutting by 30-50x.
- AWS Bedrock: AWS Bedrock is a managed model-serving platform and a key infrastructure partner of Dharma-AI; also an incumbent offering hosted foundation models with similar enterprise GTM channels.
- Google Cloud Vertex AI / Document AI: Google's Document AI and Vertex AI offer general-purpose OCR and foundation model services that Dharma-AI's DharmaOCR benchmarks against directly; broader portfolio incumbent covering many enterprise AI needs.
Emerging players
- Aleph Alpha: Aleph Alpha is a European-focused provider of specialized enterprise language AI with emphasis on sovereignty and regulated-industry use cases — comparable in positioning to Dharma-AI's regulated-vertical thesis (legal, healthcare).
- Together AI: Together AI operates an inference and fine-tuning platform for open-weight and custom models — comparable emerging player offering cost-efficient model serving, the same value proposition Dharma-AI provides via API licensing.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Dharma-AI social profiles
Digital presenceDharma-AI compliance and trust
Trust signalCompliance2 records
Dharma-AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Dharma-AI leadership team
Management profileNumber of profiles
Profiles6 records
Dharma-AI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Dharma-AI 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 Dharma-AI
What does Dharma-AI do?
Dharma-AI develops and licenses proprietary Specialized Small Language Models (SSLMs) for enterprise clients, delivered through three lines: (1) Dharma-AI Products — ready-made AI products such as Dharma-AI Smart OCR for intelligent document processing and Dharma-AI KM Maintenance Agent for factory operations, distributed via API; (2) SAAIS (Service as an AI Software) — co-developed, sector-specific AI products refined on proprietary customer data with exclusive API licensing and revenue/profit sharing; and (3) AI Lab — end-to-end custom SSLM development for selected high-impact clients. The proprietary Hard Tech training methodology combines Supervised Fine-Tuning with Direct Preference Optimization (DPO) and AWQ quantization to deliver higher accuracy at 30-50x lower energy consumption and up to 50x lower cost compared to generalist LLMs.
Is Dharma-AI a public or private company?
Dharma-AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Dharma-AI founded?
Dharma-AI was founded in 2024. It employs 11 to 50 people.
Where is Dharma-AI based?
Dharma-AI is headquartered in Rio De Janeiro, Brazil, in the Latin America region.
How does Dharma-AI make money?
Three revenue lines are on record. API Licensing - Dharma-AI Smart Models are the primary driver. The others are AI Lab - Custom Model Development and SAAIS (Service as an AI Software).
Who are Dharma-AI's main competitors?
Direct peers on record are Tractian, Mistral AI, AI21 Labs and Cohere. Kunumi is listed as a regional player. Broad incumbents are OpenAI, AWS Bedrock and Google Cloud Vertex AI / Document AI. Emerging players are Aleph Alpha and Together AI.
Does Dharma-AI have an API?
Yes. Dharma-AI offers API licensing for its specialized small language models (SSLMs). Products are ready for API licensing, enabling developers to integrate specialized OCR and knowledge management capabilities into their applications. The API serves SSLMs via endpoints for document processing, text extraction, and natural language interactions with proprietary data. Developer documentation is at dharma-site.vercel.app.
What industry is Dharma-AI in?
Dharma-AI's product category is Enterprise AI Software. Its primary akta.pro industry code is HDAEANAC, Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem), with a secondary code of BPAEAHAF, AI/ML Engineering & Model Development Services. Its NAICS code is 541511 and its SIC code is 7371.