LEA AI Agent – Onboarding
LEA AI Agent – Onboarding
Seamless Integration and Enterprise Training
Seamless Integration and Enterprise Training
Deploying an AI agent requires more than just turning on a software license. It demands a highly secure cloud architecture and seamless integration with your existing daily workflows. Digitl provides end-to-end onboarding for the LEA AI Agent, managing everything from the initial Google Cloud infrastructure setup and strict IAM configuration to specialized prompt engineering training for your core analytics team.
Seamless Integration and Enterprise Training
Seamless Integration and Enterprise Training
Deploying an AI agent requires more than just turning on a software license. It demands a highly secure cloud architecture and seamless integration with your existing daily workflows. Digitl provides end-to-end onboarding for the LEA AI Agent, managing everything from the initial Google Cloud infrastructure setup and strict IAM configuration to specialized prompt engineering training for your core analytics team.
Cloud Project Setup
Cloud Project Setup
We activate the required Google Cloud projects and enable all necessary APIs to build the foundation for the conversational analytics environment.
IAM & Security Configuration
IAM & Security Configuration
Our engineers configure strict Identity and Access Management service accounts and deploy Secret Manager to protect all sensitive backend credentials.
Data Infrastructure
Data Infrastructure
We set up Google BigQuery for heavy analytics processing and configure Firestore to manage the conversational state and chat layer memory securely.
Application Deployment
Application Deployment
The core Agent Engine and conversational chat layer are deployed onto highly scalable Cloud Run serverless environments using automated pipelines.
Third-Party Integration
Third-Party Integration
We configure external platform connections and OAuth requirements, allowing LEA to operate seamlessly within your existing tools like Slack.
Training & Handover
Training & Handover
We conduct structured onboarding sessions, teaching your team advanced prompt engineering techniques to maximize the value of their natural language queries.
See how we onboard your team to the LEA AI Agent:
See how we onboard your team to the LEA AI Agent:
Architectural Deployment
Architectural Deployment
Digitl begins by architecting a highly robust Google Cloud environment tailored specifically to your organization. This includes deploying Cloud Storage buckets, setting up Firestore for conversational state management, and ensuring the core engine runs flawlessly on Cloud Run. This foundational work guarantees that LEA is highly responsive and structurally secure from day one.
Seamless Connectivity
Seamless Connectivity
Once the infrastructure is live, we connect LEA directly to your data ecosystem and communication channels. We build the secure bridges to your Google Analytics properties and configure third-party application webhooks. This means your team can instantly start querying complex analytics data directly from your enterprise Slack workspace without disrupting their established daily routines.
Prompt Engineering Training
Prompt Engineering Training
Having a powerful AI agent is only valuable if your team knows how to communicate with it effectively. During the handover phase, we provide tailored training sessions focused on prompt engineering. We teach your marketing and analytics teams how to phrase complex questions, refine follow-up queries, and extract the most accurate visualizations from LEA.
Ongoing CI/CD Operations
Ongoing CI/CD Operations
A modern AI deployment is never static. To ensure long-term success, Digitl implements Continuous Integration and Continuous Deployment (CI/CD) pipelines utilizing Google Cloud Build. This allows our engineering team to push seamless engine updates, security patches, and new feature rollouts to your LEA agent automatically without requiring any system downtime.
Frequently Asked Questions
Frequently Asked Questions
The technical deployment is highly automated via Cloud Build, but the total onboarding timeline depends on your specific IT security review and third-party integration requirements. Typically, we aim to have the agent fully operational and your team trained within a few weeks.
Yes, the infrastructure components like Cloud Run, Firestore, and BigQuery are deployed within a dedicated Google Cloud project. Digitl handles the complete architectural setup and configuration to ensure it meets your internal IT compliance standards.
We provide comprehensive documentation alongside interactive workshops. These sessions focus heavily on prompt engineering, teaching your analysts and marketers the most effective natural language structures to extract complex insights and charts rapidly.
Absolutely. A core phase of our onboarding is third-party platform configuration. We manage the secure OAuth processes and webhook setups required to make LEA fully accessible directly within your enterprise Slack channels.