Avra
Avra is a Brazil-native AI frontier lab building a temporal Graph Foundation Model that delivers credit, fraud, acquisition, and field-sales predictions for Brazilian enterprises running decision systems at scale, including no-file and pre-incorporation entities that bureaus cannot reach.
- Company typePrivate
- Founded2024
- HeadquartersSão Paulo, Brazil
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Avra does
Avra is a Brazilian AI company building a Graph Foundation Model for the economy, founded in 2024 and headquartered in São Paulo. The company's core product is a temporal graph model that treats companies, owners, counterparties, judicial events, and obligations as nodes in a network rather than rows in a table, enabling predictive scoring of entities — including no-file and pre-incorporation entities — that traditional tabular credit and fraud systems cannot evaluate. The Brazil-native foundation is pre-trained on public and licensed economic signals and is fine-tuned inside each customer's isolated workspace into customer-specific models with exclusive downstream weights.
Avra serves Brazilian enterprises running decision systems at real scale — primarily banks, fintechs, and large corporates — through four enterprise solutions: Credit (no-file and pre-incorporation scoring with documented 1.8x net interest income uplift and +5.4 p.p. AUC over internal models), Fraud (orthogonal graph embeddings yielding +5 p.p. ROC AUC), Acquisition (propensity scoring with +90% conversion lift), and Field Sales (SMB pipeline ranking with 2.25x conversions and 8x fewer touches). Named design partners include Banco BV, Inter, Intelbras, Vivo, Mercado Livre, and PicPay.
The company operates an API-first, enterprise-ready go-to-market with documented predict and explain endpoints, an SDK, a browser-based playground, and deployment options spanning managed cloud, VPC, and on-premise with tenant isolation. Avra is backed by Sequoia Capital and Andreessen Horowitz as scouts, closed a $2M seed round led by MAYA Capital in July 2024, received AWS support in September 2024, and is LGPD compliant with ISO 27001 in progress. The company is led by CEO Viviane Meister and Co-founder & CTO Bruno Alano (ex-OpenAI).
Avra firmographics
Firmographics- Name
- Avra
- Legal name
- Avra
- Website
- https://avra.com.br
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Avra is a Brazil-native AI frontier lab building a temporal Graph Foundation Model that delivers credit, fraud, acquisition, and field-sales predictions for Brazilian enterprises running decision systems at scale, including no-file and pre-incorporation entities that bureaus cannot reach.
- Ownership category
- akta.pro rank
Avra industry classification
Industry- Product category
- Predictive Analytics Platform
- NAICS
- Software Publishers (5132), Software Publishers (513210), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
- akta.pro secondary industry
- Model Deployment, Serving & Inference Platforms (HDAAABAF)
Keywords
Where Avra is headquartered
LocationHeadquarters
- HQ city
- São Paulo
- HQ country
- Brazil
- HQ region
- Latin America
Markets served
Avra business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- API/Batch Inference Services: Avra provides predictive API and batch inference services to enterprise customers, likely on a usage or subscription basis. The company works with enterprises running decision systems at scale in credit, fraud, and growth use cases.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
Avra product offering
Product offeringCore offering
Avra develops a Brazil-native Graph Foundation Model for the economy that scores companies, owners, counterparties, and related entities as nodes in a temporal graph rather than rows in a table. The platform is exposed as a predictive API (with predict and explain endpoints), an SDK, and a browser-based playground, and is fine-tuned inside each customer's isolated workspace. Packaged solutions support credit scoring, fraud detection, SMB acquisition prioritization, and field sales lead ranking for enterprise customers running decision systems at scale.
Product overview
Avra is a frontier AI lab building a Graph Foundation Model for the economy, operating as a platform-plus-modules architecture. The core Predictive Runtime processes temporal graph data through Customer-Specific Models fine-tuned within isolated workspaces. The platform offers domain-specific solutions for Credit (scoring entities including no-file and pre-incorporation), Fraud (orthogonal risk detection), Acquisition (propensity scoring), and Field Sales (lead ranking). Developer tools include a versioned API and browser-based Playground for experimentation.
Differentiator
Problem solved
Functional benefit
Products and services
- Predictive Runtime
Quantifiable outcome
- 1.8x net interest income vs control on credit cohort
- +4 more outcomes
Companies that use Avra
Customer profileSegments1 record
Ideal customer profiles1 record
Avra technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature6 records
Avra partnerships and signals
Strategic signalScale indicators5 records
Recent moves6 records
Expansion highlights5 records
Avra competitors and assessment
Company assessmentDirect peers
- Feedzai: Feedzai offers an AI risk platform for fraud and AML across financial services. It targets large banks and processors with enterprise-grade decisioning, overlapping directly with Avra's fraud and enterprise deployment model.
- Featurespace: Featurespace provides real-time fraud and risk-scoring software using adaptive behavioral analytics for banks and payments providers. Its transaction-monitoring and anomaly-detection focus closely mirrors Avra's fraud solution.
- Zest AI: Zest AI builds AI-driven credit underwriting software for lenders, using alternative data and ML to score thin-file and underserved borrowers. It is the closest direct peer to Avra's credit solution, focused on decisioning rather than data resale.
Emerging players
- DataRobot: DataRobot provides an enterprise AI/ML platform for building, deploying, and governing predictive models. It overlaps with Avra's predictive-analytics capability and enterprise deployment options, but lacks Brazil-native graph data.
- TigerGraph: TigerGraph offers an enterprise graph database and analytics platform aimed at fraud detection, customer 360, and AML use cases in financial services. It targets similar decisioning buyers as Avra but at the infrastructure layer.
- Neo4j: Neo4j is a leading native graph database and graph analytics platform used for fraud, credit, and entity-resolution workloads. It provides the underlying technology layer that complements, and could compete with, Avra's graph foundation model.
Broad incumbents
- Serasa Experian: Serasa Experian is Brazil's leading credit bureau and data analytics provider, owned by Experian. It controls the largest historical consumer and SMB credit dataset in Brazil, making it the primary incumbent Avra must differentiate against.
- FICO: FICO is the dominant global credit scoring and decisioning software vendor, with deep penetration in Brazilian banks. It is a broad incumbent that competing platforms must displace or complement at financial institutions.
- Palantir Technologies: Palantir's Foundry platform provides enterprise data integration and decisioning for financial institutions and governments. It is a broad incumbent in the same enterprise decisioning category Avra targets, with much larger scale and footprint.
- Upstart: Upstart is a publicly listed AI lending platform using alternative data and ML for credit decisions. It is a broader incumbent that validates the AI-credit thesis and competes indirectly for mindshare among lenders Avra targets.
Market position
Strengths3 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Avra social profiles
Digital presenceAvra compliance and trust
Trust signalCompliance2 records
Avra financial estimates
Financial estimateRevenue estimate
Valuation estimate
Avra leadership team
Management profileNumber of profiles
Profiles2 records
Avra funding detail
Funding detailFunding overview
Funding rounds2 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Avra 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 Avra
What does Avra do?
Avra develops a Brazil-native Graph Foundation Model for the economy that scores companies, owners, counterparties, and related entities as nodes in a temporal graph rather than rows in a table. The platform is exposed as a predictive API (with predict and explain endpoints), an SDK, and a browser-based playground, and is fine-tuned inside each customer's isolated workspace. Packaged solutions support credit scoring, fraud detection, SMB acquisition prioritization, and field sales lead ranking for enterprise customers running decision systems at scale.
Is Avra a public or private company?
Avra is a private company. It is classified as venture growth investor backed and is currently operating.
When was Avra founded?
Avra was founded in 2024. It employs 11 to 50 people.
Where is Avra based?
Avra is headquartered in São Paulo, Brazil, in the Latin America region.
How does Avra make money?
One revenue line is on record: API/Batch Inference Services.
Who are Avra's main competitors?
Direct peers on record are Feedzai, Featurespace and Zest AI. Emerging players are DataRobot, TigerGraph and Neo4j. Broad incumbents are Serasa Experian, FICO, Palantir Technologies and Upstart.
Does Avra have an API?
Yes. Avra provides a documented, versioned, and tenant-scoped API with predict and explain endpoints. The API is developer-first with enterprise-ready features including audit trail and tenant isolation. Available via managed endpoint over mTLS. Developer documentation is at docs.avra.ai.
What industry is Avra in?
Avra's product category is Predictive Analytics Platform. Its primary akta.pro industry code is HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs), with a secondary code of HDAAABAF, Model Deployment, Serving & Inference Platforms. Its NAICS code is 5132 and its SIC code is 7372.