Custom AI agents for retail and fintech

We design and deploy custom enterprise grade agentic AI solutions beyond the limits of off-the-shelf tools or in-house capabilities.

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Where we go deep

We go deep in two industries where agentic AI has to earn its place: retail & ecommerce, where the agent has to reason about inventory and customer history in real time, and fintech, where it has to operate inside strict evidentiary and compliance rules.

RETAIL

AI Shopping assistant that creates hyper-personalized shopping experiences

We build agents that turn a product search into a personalized, stock-aware cart — not a generic results page — while keeping the customer in control of the final purchase.

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FINTECH

Dispute agents built for the evidence, not just the ticket.

We build agents that assemble the transaction evidence, apply the right dispute logic, and prepare the case for a human reviewer to file — cutting the manual work out of high-volume, high-stakes review queues.

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How We Work

Why we execute fast: Forward Deployed Engineers, an end-to-end build process, and the technical rigor behind every agent we ship.

Custom Agentic Solutions

Delivering complete agentic solutions from ideation to deployment. We build autonomous systems capable of reasoning, planning, and executing tasks within your existing software ecosystem.

AI Team Augmentation

Boost your team's output with elite Forward Deployed Engineers. We provide specialized expertise in Agentic AI and LLM orchestration, integrated directly into your workflow.

Strategic Consulting

Transform complex data into actionable outcomes. We bridge the gap between business goals and AI execution, helping you navigate tool selection, safety governance, and ROI modeling.

Built on six technical building blocks

Our solutions are engineered around six essential building blocks, delivering secure, adaptable, and well-governed agents.

Perception

Intent understanding. Multi-modal perception.

Cognition & planning

Goal management. Reasoning and interference. Planning. Memory and self-reflection.

Autonomy

Action and executing. Tool use/API calling.

Knowledge representation

Short term & long term memory. Context engineering.

Safety & Governance

Alignment of values. Guardrails and policies. Explainability. Monitoring.

Evaluation

Evaluation to ensure accuracy, safety, compliance & governance.

Why Leenagent

Nearshore Forward Deployed Engineers

Leenagent is a LATAM-based team, 100% focused on agentic AI. Clients get senior-level engineering at a workable cost and timezone overlap — without offshoring the judgment calls that matter.

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LATAM-Based Senior Talent

LATAM-based team — Forward Deployed Engineers, workable US timezone overlap

Agentic AI Focus

100% focused on agentic AI — not a general dev shop adding AI on the side

Enterprise Grade

Trusted by public companies to bring AI into production.

Talk to us about retail Talk to us about fintech

Ready to talk?

The next generation of business isn't about working harder, it's about working smarter. Let's schedule a 30-minute discovery call to map out how AI agents can revolutionize your specific challenges.

contact@leenagent.ai

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