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Implementation
Define your ChatGPT workspace rollout and first connected workflow. When the experience belongs in your own application, we scope a separate solution using OpenAI APIs.
A useful first workflowLoading…
Enterprise ChatGPT implementation, connected business tools and hands-on technical training. We help your team deploy the workspace or build a separate OpenAI API application, with custom MCP integrations where needed.
US-based leadership. International delivery. Your team, enabled.
“Get me ready for the next customer conversation.”
Illustrative workflow. Connections and actions are designed around your permissions and project scope.
Works with the business you’ve already built.
FROM POSSIBILITY TO PRACTICE
Start with a rollout, a connection, or a workshop. Bring us in where you need us. We’ll help your team take it from there.
Define your ChatGPT workspace rollout and first connected workflow. When the experience belongs in your own application, we scope a separate solution using OpenAI APIs.
A useful first workflowConnect ChatGPT to Salesforce, SAP, NetSuite, HubSpot and your own applications. We build custom MCP servers and API integrations around the access and actions you need.
Your systems, connectedConfigure approved integrations, authentication and access controls. For custom applications, deploy the application and MCP services with evaluation, monitoring and a support plan.
A path into productionHands-on enablement for admins and developers: workspace configuration, useful workflows, custom MCP tools, OpenAI API integration, evaluation and operating the finished solution.
A team that can own itYOUR SYSTEMS. ONE USEFUL CONVERSATION.
Your business runs across more than one application. We help AI reach the information it needs, with clear rules for what it can do.
A connection that lets AI use your tools. You choose what it can read, which actions it can request, and when a person needs to approve.
Native connectors where they fit. Custom APIs and MCPs where you need more.
CAPABILITY, WITH ACCOUNTABILITY
We build the controls into the workflow, then make them understandable to the people responsible for it.
Define who can connect, which records they can reach, and the permissions each tool needs.
Separate reading from taking action. Add approval steps to the changes your team needs to review.
Plan logs, monitoring, evaluation and support so your team can investigate issues and improve the workflow.
Hosting, data processing and retention depend on the chosen platform and configuration. We document these with your team before launch.
A CLEAR PATH FORWARD
ChatGPT connected to useful business context, with a clear path from a pilot to everyday adoption.
Choose a valuable workflow, understand your systems, and agree what success looks like.
Configure the platform, connect the right data, and test with the people who will use it.
Deploy the solution, run technical workshops, and put documentation and support in place.
Standalone technical workshops or hands-on training as part of your rollout.
HANDS-ON ENABLEMENT
Workspace owners, application developers and integration engineers
Choose a ChatGPT workspace workshop or an OpenAI API development lab. The two have different administration, deployment and commercial requirements; we scope them explicitly.
Map workspace roles, approved connections and the underlying service identity.
Create a narrowly scoped MCP tool or API-backed workflow using sandbox data.
Validate tool inputs and enforce authorization in the service, not in a prompt.
Compare expected and actual results, investigate failures and document release checks.
A worked integration example, evaluation set and maintenance notes. Exercises use an agreed sandbox. Platform licenses and production approval are separate.
THE TEAM BEHIND YOUR ROLLOUT
AIONDATA builds and operates its own software products. We bring that engineering perspective to your implementation, integration and training.
Meet your delivery teamCalifornia leadership and an engineering team in India. Working sessions and handover planned around your time zone.
Our delivery process brings clear scope, documented decisions and a practical handover.
Source code, documentation and ownership terms agreed in your project scope. Vendor licenses remain separate.
BEFORE WE BEGIN
A little clarity before the first conversation.
Both, as distinct delivery options. We can support a ChatGPT workspace rollout and approved integrations, or build an application using OpenAI APIs. We choose the route based on where your team works, the required interface and available platform capabilities.
We assess supported integrations and build custom MCP tools or API connections when needed. Common targets include Salesforce, SAP, NetSuite, HubSpot and internal applications. Workspace features, permissions and vendor API availability are confirmed during discovery.
An agreed set of tools, documented authentication and authorization, tests, deployment instructions and operational guidance. We define read access and write actions separately and include review steps where an action needs human approval.
We treat ChatGPT workspace licensing and OpenAI API usage as separate project considerations. The selected product, account and commercial terms are reviewed with your team before we estimate the solution.
We document what each tool can access, what information is sent for processing and who can use it. We design permission checks and logging around your requirements, then review the selected platform settings and terms with your security team.
Yes. Training can be standalone or part of the handover. We use practical exercises covering MCP tools, authentication, API integration, evaluation, deployment and troubleshooting, tailored to your team’s experience.
LET’S MAKE IT USEFUL
Tell us where you are with ChatGPT. We’ll help you work out the right starting point.
Part of NVIDIA’s program for startups building with AI and accelerated computing.
About the program
Pravin’s experience includes Google and SmartBear. Sravan previously held leadership roles at JPMorgan Chase and First Republic Bank.
Meet the founders9110 Alcosta Blvd Ste H345, San Ramon, CA 94583
US-led delivery, with engineering in India. Supporting US and international organizations.No lengthy brief needed. We’ll work through it together.
AIONDATA provides independent implementation and consulting services. Product names belong to their respective owners.