Merito is an OpenAI services partner. Merito integrates OpenAI models and APIs with enterprise systems, enables developers and business teams to use OpenAI tools, sets up governance and security for AI features, tests AI output before and after release, and supports the program once it is live. Each engagement is scoped around the teams, systems, and risks in play.
OpenAI services
Merito puts OpenAI models to work across your enterprise, with controls built in.
Merito connects OpenAI models and APIs to the systems your teams already run, trains developers and business teams to use them well, and keeps quality, security, and governance in step as adoption grows.
Why Merito for OpenAI
Merito brings the quality, security, and governance discipline OpenAI projects need.
A working OpenAI prototype is quick to build. Getting it into production is the hard part. Models have to connect to real systems and data, output that changes from one run to the next has to be tested, and access, data handling, and cost need controls before usage spreads across teams. That is the work Merito does.
Merito comes to OpenAI from quality engineering and application security. The teams that test enterprise software and secure delivery pipelines also test and secure the features you build on OpenAI models, so AI work meets the same release standard as the rest of your software.
Every engagement starts with scope. Merito looks at which teams and workflows are in play, which OpenAI tools and APIs they need, and what a good result looks like. From there Merito integrates, enables, governs, and supports the program, and leaves your team with patterns it can keep improving.
OpenAI work areas
Where Merito puts OpenAI to work, scoped to the teams and systems in play
Five areas of OpenAI work
Most engagements start in one or two areas and grow from there. The work is scoped around your teams, systems and risks rather than a fixed package.
Build and integrate
OpenAI API integration
Connect OpenAI models to your applications, data, and delivery pipelines. The integration sits behind your identity and access controls and ships with the tests a production system needs.
Engineering
AI-assisted development
Bring OpenAI coding tools into how developers write, review, and test code, with review steps and pipeline checks that keep code quality and security intact as output speeds up.
Workplace
ChatGPT rollout and adoption
Roll ChatGPT out to teams such as legal, marketing, sales, finance, and operations, with a usage policy, role-based training, and adoption support so it becomes part of real work.
Govern and secure
Governance and security for AI features
Usage policy, data boundaries, access control, and security review for applications that call OpenAI models, so AI features clear the same security bar as the rest of your software.
Test and evaluate
Quality engineering for AI features
Evaluation and regression testing for features built on OpenAI models, so output quality is measured before release and again after every model or prompt change.
Consultation
Build a practical AI-native delivery model
Talk with Merito about incorporating agentic workflows into development, testing, security validation, and release management.
Merito services
Strategy, build, rollout and operations services for OpenAI programs
01Service
AI Strategy and Roadmap
Pick the OpenAI use cases worth funding first, build the business case, and sequence the roadmap.
02Service
AI Readiness and Governance
Set the usage policy, data boundaries, and access controls an OpenAI rollout needs before it scales.
03Service
Agentic Build
Build agents, assistants, and AI features on the OpenAI API, from proof of concept to production.
04Service
AI Rollout and Activation
Deploy OpenAI tools against your identity and security controls and drive real adoption across the teams in scope.
05Service
Managed AI Operations
Run the live program with user support, prompt and model operations, and continuous tuning.
06Service
AI FinOps Optimization
Track OpenAI usage and spend by team, match models to tasks, and keep consumption costs predictable.
07Service
AI Center of Excellence
Stand up the team and practices that keep OpenAI adoption consistent, measured, and improving.
08Service
Training and Enablement
Role-based training so developers, QA, and business teams use OpenAI tools well in their daily work.
09Service
Staff Augmentation
Merito-placed AI engineers embedded on long-running OpenAI build and operations programs.
Next step
Move faster without losing control
Merito helps organizations make AI and agents useful across development, testing, security validation, and release management.
Related solutions
Where OpenAI connects to the rest of the Merito program
AI-Powered Software Development
Merito's delivery model for AI-assisted development, testing, security validation, and release management.
Application Security
Security testing and pipeline controls that extend to applications built on AI models.
Test Automation
Automated regression and release testing that keeps pace when AI speeds up development.
Frequently Asked Questions
OpenAI FAQs
Consultation request
Talk to Merito about OpenAI
Tell us which teams, systems, and OpenAI tools are in play and what you want to change. A Merito OpenAI specialist follows up within one business day.
Scope first
Start from the teams and systems in play
Integration, enablement, governance and testing work is scoped to where OpenAI adds the most value for your teams.
Build and run
One partner from integration through operations
Strategy, governance, build, rollout, testing, and ongoing operations are delivered under one Merito relationship.