Nudge — AI Planner
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Private beta
The multi-agent software factory that turns ideas into production systems.
PromptToProd turns ideas into PRDs, code, tests, security checks, and deployments through governed AI workflows — with humans in control of strategy, policy, approvals, and accountability.
Product tour
See PromptToProd from every operating seat.
One platform; six roles; aligned outcomes.
Now viewing: Business
01Executive
Find, compare, and narrow opportunities.
Portfolio-level view of autonomous work — without exposing implementation details.
PromptToProd starts from business intent, not tickets. The executive view shows an opportunity funnel and decision posture — what is being researched, what needs judgment, what is blocked, what is ready to advance.
02Product leadership
Shape selected opportunities into product decisions.
A controlled opportunity-to-product path with evidence, decisions, and artifact traceability.
Product teams narrow the funnel — saving, rejecting, or exploring opportunities, then converting selected ideas into product work before expensive design or engineering cycles begin.
03VP Engineering
Turn selected work into delivery-ready execution.
Business decisions connect to engineering execution through governed handoffs.
Engineering sees delivery readiness organized around architecture, implementation, test, review, and release gates — throughput, blocked work, and readiness without forcing leaders into raw logs.
04SRE / Ops
Keep autonomous work observable, ready, and recoverable.
An operating system for autonomous work — not a loose agent script.
Operations sees readiness, recovery posture, active runs, and system health before launching expensive pipelines.
05Security & assurance
See risk, assurance, and release confidence before work ships.
Assurance is part of the workflow — not an after-the-fact review.
Work is reviewed for findings, release risk, and assurance gates before it ships. Security is a first-class part of the corporation model.
06Finance & FP&A
Track cost, revenue, and business-case confidence.
Autonomous execution stays tied to business case and spend discipline.
Finance sees cost, revenue experiments, payback, and investment readiness — controls that keep autonomous work from creating uncontrolled spend.
How it works
Multi-agent execution, with humans in the loop.
Idea to PRD
Briefs in, structured product requirements out. The first agent reads your idea and produces a spec your team can actually execute.
PRD to code
Research, architect-review, engineering, and test agents work as a graph. Every handoff is explicit; every artifact is contract-validated.
Code to confidence
Tests, security checks, and review evidence ride with every diff. Nothing ships without humans approving the gate.
Auditable delivery
Owners, evidence, and a complete trail at every step. From prompt to PR to production, nothing happens unattributed.
Architecture
Built as an enterprise platform, not a prototype.
PromptToProd separates governance from execution. Humans control the consequential decisions, while autonomous agents perform research, product, engineering, security, and delivery work inside a governed, auditable workflow.
Secure multi-tenancy
Designed for organization, team, role, and artifact isolation.
Horizontally scalable execution
Built to support concurrent autonomous workflows.
Event-driven architecture
Supports long-running work, handoffs, approvals, and retries.
Auditable artifact graph
Preserves evidence, decisions, approvals, and execution traces.
Audience
Built for the team that ships software.
Engineering leaders
Velocity with governance baked in
Product
Idea → PRD with engineering context preserved
Architects
Designs and reviews stay in the loop
SRE / Operations
Runtime readiness from the same workflow
Security
Every change ships with assurance evidence
Founders
Multi-agent throughput with one-person decision authority
Proof of life
Dogfooded in production before enterprise rollout.
Before applying PromptToProd to governed enterprise software delivery, the PromptToProd runtime was used to ship and operate two consumer applications. Nudge and RepForge are proof that the runtime can support real product development, release workflows, and production workloads.
These apps are not the target market. They are proof that PromptToProd is already being used to build and operate software.
RepForge AI
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Build a real training block, log faster during workouts, and review progress clearly after training.
Why now
AI can write software.
Faster than ever — from PRDs to code to tests to deploys.
Engineering needs governance.
Teams want the velocity without losing review, security, and accountability.
PromptToProd is the delivery layer.
A multi-agent software factory with governed handoffs from idea to production.
Design partners
Seeking design partners for governed autonomous software delivery.
PromptToProd is engaging enterprise teams that want to reduce software delivery cycle time, improve traceability, and govern AI-assisted execution across product, engineering, security, and operations.
Ideal design partners are teams with high coordination cost, complex delivery workflows, and a need for auditable human-in-the-loop control.
Become a design partner