AI-native product company
Mova Labs is an early-stage product company focused on document workflows and customer conversations. We combine product design, software engineering and AI.
Selected work
Independent projects developed by Mova Labs’ founder. Each retains its own identity and stage.
Document workflows
Archived projectA document workflow that identifies variable fields in contract templates, creates a form and generates completed Word and PDF files.
The backend includes Claude API integration for contract field detection and classification.
View Decor website (opens in a new tab)Product workflow
A reusable Word contract.
Detect fields for review.
Complete the form and generate files.
Customer conversations
MVPConversational software for website inquiries, structured lead capture and appointment scheduling, with an agent configuration and management dashboard.
Formerly Deploi. The current chat backend uses OpenAI, with server-side validation for calendar actions.
Visit Conve (opens in a new tab)Product workflow
Business knowledge and agent settings.
Chat and structured lead capture.
Qualify inquiries and schedule meetings.
Our approach
Practical AI needs more than a prompt. It needs context, clear interfaces and a workflow people can trust.
Define the task, the people involved and what a useful result should look like.
Combine model outputs with structured data, application logic and interfaces people can use.
Design review steps and validate actions before they change business data or trigger external operations.
About Mova Labs
Founded in 2026, Mova Labs is led by a founder who designs and builds software, from interfaces and databases to AI integrations.
Our focus is practical business software, informed by experience building conversational systems and document workflows.
Next focus · Planned exploration
We plan to evaluate Claude for extracting structured information from reusable business documents, with human review before generating a final output.
This direction builds on the founder’s earlier work in Decor. The initiative is at the planning stage.