The governed AI workforce inside Redmine Contact Appar

Bunny Redmine by Appar

AI Model and Tool Governance

Let administrators choose cloud or local models, control every exposed tool, and upgrade model capability without redesigning the project workflow.

Model-independent enterprise AI

Change the intelligence layer without changing where work lives

Redmine issues, permissions, tools, and audit history remain stable while administrators select the approved model for each AI Employee. New models can be evaluated and adopted without a cross-department workflow rebuild.

01

Approve providers

Choose customer-approved cloud providers, API keys, endpoints, or local models.

02

Assign per Employee

Give each AI Employee an independent model and minimal tool profile.

03

Evaluate and upgrade

Compare quality, speed, and cost before moving approved workloads to a newer model.

Administrator-controlled capability

Use the newest suitable model without exposing unnecessary tools

Only system administrators can change model and tool settings. Employees use the configuration approved for their AI twin.

Illustrative product walkthroughChoose the model. Limit the tools.
Administrator settings
Example configuration

Configure the project assistant with an approved model and a minimal toolset.

Administrator-selected model
Cloud modelLocal model

Customer-provided API keys

Approved tools
create_issue
manage_wiki
create_project
Configured by system administrators
Review the configuration
Prepared result

Model selection and tool scope are explicitly controlled by administrators.

Permissions and approval rules still apply. · Illustrative data
Illustrative product walkthrough

The administrator selects the model for this Employee.Use customer-provided credentials or an approved local model endpoint.Choose only the tools needed to perform the assigned work.Users cannot change model or tool governance; administrators retain control.

Bring your own model

Use customer-provided API keys for GPT, Claude, Gemini, Grok, and other approved providers.

Run models locally

Connect models hosted on customer-controlled infrastructure when data or network policy requires it.

Independent tool profiles

Expose only the Redmine and enterprise tools required for each Employee.

Benchmark-led upgrades

Compare model quality, price, and latency so new models can be adopted quickly and safely.

FAQ

Frequently asked questions about AI Model and Tool Governance

Does this replace Redmine?

No. Bunny operates through existing Redmine accounts, projects, permissions, and workflows. Redmine remains the system of record for enterprise work.

What can AI execute without asking a person?

Only actions inside administrator-approved account permissions, tools, models, budgets, and prompt boundaries. Defined approval points stop and return the decision to a person.

How should we start?

Contact Appar and choose one workflow with a clear input, outcome, and owner. Start with a controlled pilot, inspect the records and results, then expand deliberately.

Plan a flexible model layer

Keep the workflow stable while model capability keeps improving

Appar can map approved providers, local infrastructure, benchmarks, tool profiles, budgets, and rollout controls.

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