Caramel Point

Caramel Point is a Buenos Aires-based product studio focused on shipping AI-native and blockchain-powered systems. Founded with 6+ years of production experience, the company has delivered 25+ projects across banking, DeFi, crypto infrastructure, and enterprise platforms. Unlike consulting shops, Caramel Point positions itself as a factory that builds end-to-end systems—from smart contract architecture through DevOps—with a single engineering team handling the entire stack.

The company works across four industry verticals: blockchain and DeFi, AI and machine learning, live commerce, and enterprise platforms. Recent work includes Bancor, a blockchain infrastructure and custodial wallet system built for Banco de Córdoba in four months with zero production security incidents; Webacy, a self-custody security suite on Ethereum with audited smart contracts; and Gyde AI, an NLP-powered expert matching platform integrated with Salesforce that completes matching queries in under 2 seconds.

Services and capabilities

Caramel Point's core offering spans smart contract development, AI agents and LLM integration, full-stack Web3 applications, blockchain infrastructure (node deployment, indexers, oracles), and production AI systems. The company emphasizes production-grade systems from day one, including security audits, load testing, monitoring, and incident response baked into the development cycle.

On the blockchain side, the team builds audited smart contracts and DeFi protocols on EVM and non-EVM chains, handles node deployment and custom blockchain tooling, and develops decentralized applications with wallet integration and Web3 UX. For AI work, Caramel Point constructs RAG (retrieval-augmented generation) systems, fine-tunes models, implements agentic workflows, and optimizes inference—avoiding what they describe as "wrapper apps" around third-party APIs.

The company runs 24/7 support and claims battle-tested infrastructure managing millions of transactions with 99.9% uptime. All systems ship with thorough documentation and knowledge transfer so client teams can take over operations without vendor lock-in.

Notable work

Bancor, built for Banco de Córdoba, combined blockchain infrastructure, a custodial wallet system, and a dedicated AI engineering team. The infrastructure work went from concept to production in four months. The embedded AI engineering team later built intelligent agents and LLM-powered automation tools running inside the bank's production systems, handling critical process automation with RAG technology.

Core Wallet, developed with Element (a US-based technology company), shipped as a multifunctional crypto wallet with end-to-end encrypted messaging, biometric authentication, digital asset management, and Bitcoin staking. It launched with 4,000 beta users and carries E2E encryption certification. Webacy, an Ethereum-based self-custody security suite, allows users to declare backup wallets for emergencies and create crypto inheritance through on-chain smart contract wills. The contracts are audited with zero critical vulnerabilities in production.

GoJiraf is a live shopping app connecting buyers with nearby stores through live video streaming. It ships on Android, iOS, and web simultaneously, includes a seller dashboard with sales metrics and order management, and integrated Mercado Pago payment processing in two weeks. Gyde AI matches users with domain experts through conversational AI powered by LLM and NLP; it queries Salesforce CRM natively and completes NLP matching in under 2 seconds.

How they work

Caramel Point uses a three-phase process: Explore (technical discovery, architecture design, risk and feasibility validation, scoped deliverables); Build (rapid iteration with production standards, security-first development, CI/CD); and Scale (performance optimization, infrastructure hardening, compliance, ongoing support). The company emphasizes end-to-end ownership—one team, one codebase, no handoffs across frontend, backend, smart contracts, and DevOps.

Team and credentials

The company does not disclose team size or founder names in available public materials. Caramel Point lists 6+ years of production experience building on Ethereum, Polygon, Solana, and Layer 2 chains. Technical certifications or compliance frameworks are not mentioned. The company states it has shipped 26+ products and maintains a 23/7 support model (interpreted as support across multiple time zones).

Technology stack: The team works with Solidity, Rust, and Move for smart contracts; Ethereum, Polygon, Solana, and Sui for blockchain networks; Hardhat and Foundry for development; OpenAI, Anthropic, and Google Gemini for LLM APIs; LangChain, LlamaIndex, and DSPy for AI orchestration; Pinecone, Weaviate, and Qdrant for vector databases; TypeScript, Python, and Go for application code; Next.js, React, Node.js, and FastAPI for full-stack development; PostgreSQL, MongoDB, and Redis for data; and Docker, Kubernetes, Terraform, AWS, GCP, and Vercel for infrastructure.