Naptic provides an AI‑driven “Swarm” platform that converts user feedback into production‑ready software while requiring up to two human approvals at key stages. Users describe desired outcomes in plain English, the swarm generates a development plan, writes and tests code in isolated worktrees, and presents each merge for review before deployment, ensuring no changes are applied without explicit consent. The system is designed for small to enterprise teams, offering customizable agentic workflows and subscription tiers that include support and security features.
Funding
Funding not disclosed
Founders
Product
Problem
Businesses often struggle to translate informal user feedback into reliable, production-ready software quickly, leading to delayed feature delivery and high manual development costs. Existing automation tools lack sufficient safety controls, requiring extensive human oversight to prevent faulty code from reaching production.
Solution
Naptic offers an AI-driven automation platform that converts plain‑English feedback into deployable software through a gated, human‑in‑the‑loop workflow. Users first define the desired outcome, after which the system generates a detailed development plan that must be approved before any code is written. The platform then builds code in isolated worktrees, runs test‑driven development, and subjects the output to an adversarial review by a second AI before merging. Each merge and deployment requires explicit user approval, and outbound actions remain disabled by default via a kill switch, ensuring full control and safety while delivering autonomous agents such as email handlers and revenue forecasters.
Target Audience
Target customers are small to medium enterprises and growing teams that need rapid, reliable automation of repetitive tasks—such as email processing or forecasting—without sacrificing code safety or control.
Features
- Plain‑English goal definition that the AI translates into a concrete development plan
- Two‑stage human gating: approval of the plan and approval of every code merge
- Automated code generation with test‑driven development in isolated worktrees
- Adversarial AI review and continuous integration pipeline that enforces passing tests and security checks
- Kill‑switch mechanism that keeps outbound actions disabled until manually enabled
- Built‑in AI safety guardrails, prompt‑injection scanning, and SOC 2/FedRAMP‑ready compliance features
- Subscription tiers offering pre‑built workflows, custom agents, and scalable automation run limits