Generaition - O2O Group
We power advanced transactional AI
Technical engineering and business strategy applied to the development of agentic solutions and systems.
OpenAI and Google are about to allow publishing Agentic Commerce applications on their platforms.
At Generaition, we're getting ahead of the curve by developing the merchant-side channel (Merchant Agent) and integrating agentic payment infrastructures.
- Merchant AI Agent (catalog, inventory, pricing)
- Conversational checkout engine
- Payment Agent integration (tokenization and mandates)
- Integration with the client’s CORE systems
- Multi-agent orchestration and human escalation
- Cost monitoring and analytics
Capabilities for every domain of your business
We prepare your business to serve, sell, collect payments, and operate autonomously and with assistance across multiple channels.
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Agentic Commerce
We prepare your business to operate in agentic mode across your own channels and conversational platforms.
Go to Agentic Commerce -
Agentic Payment
We securely integrate an agentic payment infrastructure into the conversational channel where your agent operates.
Ir a Agentic Payment -
Agentic Customer Support
We build agents that connect to your systems and carry out the necessary actions: opening a ticket, autonomously resolving an issue, or escalating requests to other agents.
Go to Agentic Customer Support -
Agentic Marketing
We develop agents that act on real-time signals without waiting for someone to read them, interpret them, and schedule a response or action.
Go to Agentic Marketing -
Agentic Operations
We launch agents that interpret context, detect anomalies that weren't anticipated, and decide what to do or escalate it.
Go to Agentic Operations -
Agentic Corporate
We deploy corporate agents in environments like Slack or Teams, where adoption and convenience for managing internal operations are greater.
Go to Agentic Corporate
We define a cost optimization strategy (FinOps) as part of each project's Business Case
Model routing intelligence
-70% costWe route each request to the most efficient model capable of resolving it, reducing inference cost.
Context management
<500 TokensWe design agent memory management to keep relevant context without carrying unnecessary tokens in every call.
Caching and reuse
-40% costWe implement semantic caching layers that return responses—when the query is functionally equivalent—without invoking the model.
We support companies in adopting agentic execution capabilities for design, development, and QA tasks.
We develop agents that execute test plans with traceable evidence and automatically generate use cases.
See Agentic DevelopmentPart of our technology stack
At O2O, we work with a preferred stack, but we adapt to each company's ecosystem.
ML OPS and lifecycle automation.
Apache Airflow
Jenkins
Mlflow
Cloud Platforms.
Google Cloud
AWS
Azure
Programming languages.
Scala
Java
Python
SQL
R
Data processing and orchestration.
Apache Spark
Databricks
Kafka
Delta lake
Elasticsearch
Infrastructure and deployment.
Docker
Kubernetes
Terraform
Generative AI.
LangChain
Hugging face
LlamaIndex
OpenVino
AI platforms and managed ML.
Amazon SageMaker
Amazon Bedrock
Google Big Query
Vertex AI
Azure Machine Learning
LLM
Gemini
Mistral AI
OpenAI
Claude
Visualisation.
Grafana
Kibana
Power BI
Generaition was born as a company of Grupo O2O, an independent technology consultancy with over 20 years of experience in the market.
