Company
Licensed desktop AI workflow products for teams that need control.
Genaptic builds licensed desktop-native AI workflow products for teams that need local context, model choice, and human review. Instead of asking people to manage repeatable work through open-ended prompts, Genaptic products turn model capability into guided software workflows.
Customers keep control of local data boundaries, approved model providers, and review points before important outputs are accepted.
Why Genaptic exists
Repeatable AI work should be guided by software, not improvised prompts.
AI access is easy now. Repeatable, governed AI work is still harder. Business workflows need structured inputs, state, evidence, and approval, so Genaptic builds products around the work instead of asking every user to rebuild the process in chat.
Prompting creates variance
Repeatable work should not depend on every user knowing the right prompt, context, model, and verification steps.
Guided workflow UI
Model use can be opaque
Teams need to know which provider or local runtime is used, what context is selected, and where costs belong.
Customer-managed model layer
Outputs can be hard to trust
Important work needs visible status, evidence, exceptions, diffs, reports, or approval points before acceptance.
Reviewable completion
Product principles
Principles behind every Genaptic product
Every Genaptic product is designed to turn AI capability into a focused workflow: guided steps, explicit model connections, local context, and reviewable outputs teams can inspect before they move work forward.
Workflow-first interface
Products guide users through structured inputs, actions, status, review, and output instead of making a blank prompt the main workflow.
Customer-managed model layer
Customers connect approved cloud providers or local runtimes based on workflow needs, internal policy, and cost controls.
Local-first desktop runtime
Products work close to files, repositories, documents, spreadsheets, and other local context that often defines the real task.
Reviewable completion
Outputs should include evidence, status, exceptions, reports, diffs, or approval points before a person accepts the result.
Control model
Genaptic products separate customer data, model access, and Genaptic services.
The product should make the data path visible. Customer workflow content stays local by default. When a configured workflow requires an external model, the product sends selected context only to the customer-approved provider configured for that step.
How the control model works
Genaptic provides licensed workflow software. Customers control their local data, provider accounts, usage policies, and final approval of outputs. When an external model is needed, selected context goes to a customer-approved provider.
Customer environment
- Local files
- Product context
- Local models
- Approved provider accounts
- Internal use policies
Genaptic product
- Native workflow UI
- Agent and runtime layer
- Model routing configuration
- Review gates
- Reports and artifacts
External services*
- Customer-approved cloud models
- License validation
- Product updates
- Optional telemetry
* External services in this model include customer-approved cloud models plus Genaptic operational services for license validation, product updates, and optional telemetry. Customer workflow content remains in the local product boundary unless selected context is sent to an approved model provider for a configured step.
Products
Products built under the Genaptic model
Genaptic products are independently branded applications that share a common operating philosophy: guided workflows, local context, customer-managed models, and reviewable completion.
First announced product
Gent is not released yet. Developer preview access is coming soon.
Gent
Gent is specification-driven agentic development for software teams. It turns Markdown specs, guardrails, and validation artifacts into auditable source-code workflows with planning, plan review, execution, validation, and review.
- Generate fully functional source code from Markdown specifications and test scenarios with one CLI command.
- Seamlessly initialize existing codebases with Gent and start amending specifications to add features.
- Integrate your favorite agents and model providers to improve your outputs via multi-provider consensus.
- Optimize specifications and correct gaps seamlessly.
- Run security audits and tests against both specifications and source code with a single command.
Future products
Independently branded workflow applications
Future Genaptic products will apply the same pattern to other high-trust workflows: focused desktop software, local context, customer-managed model connections, and outputs teams can review before moving work forward.
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Company identity
Why we are building Genaptic
Business teams are adopting AI, but many workflows still depend on users writing the right prompt, pasting the right context, choosing the right model, and manually checking the result. Genaptic exists to make that work more structured.
In the introductory Genaptic essay, Founder and CEO John Connor Sanders explains the longer product thesis: AI should become workflow software that keeps context close, makes model use explicit, and ends with outputs people can inspect before accepting.
Read the introductionContact
Talk with Genaptic about licensing, deployment, or product access.
For licensing, Gent preview interest, partnerships, or deployment questions, send a note to the Genaptic team.