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Agentic Dream Tech Stack

AI transformation and operating model design for enterprises

IT System Custom Software Development Fort Lauderdale, Florida 51–200 employees Founded 2013 Privately Held

Agentic Dream embeds AI capabilities into enterprise operations through organizational redesign, not tooling. The tech stack—Spring Boot, Java, PostgreSQL, TensorFlow, PyTorch, LangChain, and vector databases (Pinecone, Weaviate, FAISS, Chroma)—reflects a services-heavy, custom-build practice focused on AI agents and data integration. Active projects center on microservices modernization, ERP migration to cloud, and centralized data platforms; the 21 senior engineers and 4 data specialists hired suggest deep technical engagement on customer transformations, not resale of off-the-shelf AI products.

Tech Stack 134 technologies

Core StackJava PostgreSQL AWS GraphQL Jira Asana TensorFlow PyTorch scikit-learn LangChain Hugging Face Python FastAPI Flask Pinecone Weaviate Spring Boot AWS SQS AWS SNS Spring Security OAuth 2.0 JWT REST OpenAPI Azure GCP Microsoft Project OpenAI API FAISS Chroma+97 more

AdoptingGraphQL

ReplacingSAP ECC SAP BPC SAP APO SAP Analytics Cloud

What Agentic Dream Is Building

◆Challenges

Refactoring legacy code
Reducing technical debt
Inefficiencies in order-to-cash lifecycle
Enterprise-level project delivery
Unifying fragmented data systems
Integrating multiple erp systems
Data privacy compliance
Integration gaps between internal systems
Reducing rework
Protecting team from chaos

▲Active Projects

Microservices architecture evolution
Api gateway and graphql services foundation
Accelerating feature delivery
Improving ci/cd pipelines
Ai-driven agents for customer service, process automation, and knowledge retrieval
Migrate and integrate sap data to cloud
Centralized ai-enabled data platform
Data lakes and warehouses across multiple erp systems
Master data governance framework
Data stewardship program

Hiring Activity

Steady30 roles · 10 in 30d

Department

Engineering

21

Data

4

Support

2

Ops

1

Product

1

Sales

1

Seniority

Senior

21

Mid

4

Lead

3

Principal

2

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About Agentic Dream

Founded in 2013 and based in Fort Lauderdale, Agentic Dream serves mid-to-large enterprises transitioning to AI-native operations. The firm combines AI readiness assessments, embedded delivery units that design and deploy AI systems for specific functions (Sales, Finance, Support, HR, Operations), and operating model redesign to scale AI across business processes. Clients span North and South America. The company is actively replacing SAP legacy systems (ECC, BPC, APO, Analytics Cloud) with cloud-native architectures while adopting GraphQL to unify API consumption across microservices.

HeadquartersFort Lauderdale, Florida

Company Size51–200 employees

Founded2013

Hiring MarketsPeru, Colombia, Chile, Argentina, Venezuela

Frequently Asked Questions

What tech stack does Agentic Dream use for AI development?

Python, TensorFlow, PyTorch, scikit-learn, LangChain, and OpenAI API for model and agent work. Backend: Spring Boot, Java, PostgreSQL, FastAPI, Flask. Vector stores: Pinecone, Weaviate, FAISS, Chroma. Infrastructure: AWS, Azure, GCP.

What is Agentic Dream working on?

Microservices modernization, API gateway and GraphQL services, SAP-to-cloud migration and data integration, centralized AI-enabled data platforms, CI/CD acceleration, and AI-driven agents for customer service and process automation. Active on master data governance and data stewardship across fragmented ERP systems.