The Ghostwriter Alternative
Without the Maintenance.
The vendor-supported pentest engagement platform with on-prem AI built in. No Docker Compose to maintain, no LLM to wire up, no missing pentest workflow. The hours your team spends on the tool go back into the engagement.
Neuron vs Ghostwriter
Side by side. The differences that change a buying decision.
| Neuron | Ghostwriter | |
|---|---|---|
| License model | Commercial, vendor-supported | BSD-3, free and open source |
| Deployment | Self-hosted, single binary plus PostgreSQL | Self-hosted, Docker Compose (you maintain) |
| Vendor support and SLA | Yes | Community Slack |
| Native generative AI | Included (Neuron AI module) | Passive-voice grammar check (local spaCy); no narrative generation |
| Reporting engine | Native templates with AI assistance | DIY Jinja2 templates |
| Real-time collaborative editor | Yes (core platform) | Yes |
| AD attack path graphing | Per-engagement, collaborative (Directory module) | BloodHound data import only, no graphing |
| Burp Suite integration | Right-click send from Burp | Not native |
| Retest workflow | Round-based with peer cosign by severity, round-lock, per-assessment evidence schemas, QA log | Not documented |
| Engagement scheduling | Gantt with drag-drop, five perspectives, capacity conflict detection, Health Dashboard | Project Calendar (auto-tracks assignments, durations, deadlines) |
| Multi-scanner import | Yes (core platform) | Not native |
| Knowledge libraries | Findings, commands, snippets, checklists, scan templates | Findings library plus report templates |
| Client portal with audit trail | Client Portal module | Not native |
| Jira / ServiceNow push | Workflow Integrations module | Not native (DIY via GraphQL) |
License model
Deployment
Vendor support and SLA
Native generative AI
Reporting engine
Real-time collaborative editor
AD attack path graphing
Burp Suite integration
Retest workflow
Engagement scheduling
Multi-scanner import
Knowledge libraries
Client portal with audit trail
Jira / ServiceNow push
Three reasons to choose Neuron over Ghostwriter.
Ghostwriter has a grammar check. Neuron has the AI.
Ghostwriter v6.3 added a passive-voice grammar check that runs on a local spaCy model. There is no native finding generation, no narrative drafting, no remediation suggestions. The published path to AI is to wire an LLM into the GraphQL API yourself. Neuron's AI module ships the model and the inference together, on your hardware.
You maintain Ghostwriter. We maintain Neuron.
Free is not free. With Ghostwriter, your team owns the Docker host, the Postgres, the Django app, the collab server, the upgrade path, the SSO config, and every CVE patch. Neuron is vendor-supported. The hours your team spends keeping the tool alive go back into the engagement.
Built for red teams. Pentest workflow lives in Neuron.
Ghostwriter was built for red team operations and is shaped around that work. Pentest firms doing web, network, and cloud assessments need a Burp extension, native scanner imports, scan template libraries, and Jira push, none of which Ghostwriter ships.
A grammar check is not an AI report writer.
Ghostwriter v6.3, released April 2026, added passive-voice detection to the collaborative editor. It runs on a local spaCy model. It is a writing-quality check, not a writing assistant.
It is not generative AI. There is no native finding drafting, no narrative generation, no remediation suggestions. Teams that want LLM-assisted reporting wire it in themselves through Ghostwriter's GraphQL API, with their own model selection, their own prompts, and their own infrastructure.
Ghostwriter v6.3 introduces a passive voice writing check using a local spaCy NLP model. The DIY path to LLM-assisted writing is to integrate against the GraphQL API.
Neuron's AI runs on your hardware. The whole model. It drafts findings from a one-sentence prompt and pulls approved Risk Statements and Remediation Guidance directly from your library. Prompts, context, and output all stay inside your network.
Neuron's AI drafting a finding. Nothing about it leaves the network.
Generative AI in the box, not a GraphQL integration project.
Free is not free when you are the vendor.
Ghostwriter is BSD-3 licensed and free to install. The license is the cheap part. The product still runs on a Postgres database, a Django app, a Hocuspocus collaboration server, and a Docker host that your team owns. Upgrades, migrations, SSO configuration, CVE patches, and the 9pm support call before a deliverable all sit with your team.
Neuron is vendor-supported. Patches ship from us. Upgrades are a single binary swap. SSO and the database setup are part of the install wizard. When something breaks, there is a phone number.
For a firm running multiple engagements a week, the recurring tax of operating the tool is bigger than the license fee of a managed product. The hours you spend keeping Ghostwriter alive are hours you do not spend on the engagement.
Ghostwriter is a red team tool. Neuron is a pentest platform.
Ghostwriter was built for red team operations. The product is shaped around that work.
Most pentest firms make their revenue on web, network, and cloud assessments. That work needs a Burp extension that sends request and response pairs in with a click, native imports for Nmap, Nessus, and Nexpose, a knowledge base of reusable commands and scan templates, and Jira or ServiceNow push without standing up a GraphQL client.
Neuron is shaped around that work.
Retests Ghostwriter doesn't have. Scheduling that does more than a calendar.
Ghostwriter doesn't have a documented retest workflow. Teams that need to retest typically add notes to the existing finding or clone the project. Either path breaks the audit chain that ties remediation back to the original engagement, and the work to reconstruct it lands on the team.
Neuron's retests are round-based first-class records under the same engagement, with per-finding outcomes, peer cosign gated by severity policy, round-locked audit integrity, and per-assessment evidence schemas. Once a round moves to ready for approval, per-finding mutations freeze. Every state change writes a QA log entry with actor, timestamp, and prior state. Retests appear as first-class allocatable scope on the Gantt alongside phases and assessments.
Ghostwriter's Project Calendar auto-tracks team assignments, durations, and deadlines, plus Django Q for scheduled chores. It tells you what is scheduled.
Neuron's schedule is a Gantt the team runs from. Drag bars to reschedule, drop on a tester to reassign, switch between me, users, teams, by-client, and by-engagement perspectives without leaving the view. Real-time capacity conflict detection surfaces overload day counts, peak concurrent counts, and a next-free window calculation. The Health Dashboard ranks twelve categories of risk before they hit kickoff.
Frequently asked questions
The questions buyers ask us most when evaluating Neuron against Ghostwriter.
Can I migrate my data from Ghostwriter to Neuron?
Yes. We work directly with customers to migrate findings, templates, and project data from Ghostwriter. Reach out and we will walk through your specific export and the migration path during a demo.
Ghostwriter is free. Why would I pay for Neuron?
Because the cost of free is your team's time. With Ghostwriter you own the install, the upgrades, the security patches, the SSO, the LLM wiring if you want AI, and the support call when something breaks the night before a deliverable. Neuron is the engagement platform with that work already done. The hours go back into the engagement instead of the tool.
Doesn't Ghostwriter graph BloodHound now?
Ghostwriter v6.1 added BloodHound data import, which pulls AD data into the project. It does not add collaborative attack-path graphing inside the engagement. Neuron's Directory module renders the graph in the engagement, with multiple testers on the same view in real time and findings tied to the path.
What about Ghostwriter's Jinja2 reporting?
Ghostwriter's Jinja2 templating requires your team to author and maintain the templates. Neuron's reporting ships with native templates and AI grounded in your approved findings library, so the engine and the templates are not on your team to keep alive.
Is Neuron's on-prem deployment hard to set up?
No. Neuron ships as a single binary. Run it, and a guided init wizard walks you through license activation (online or fully air-gapped), database setup, admin user creation, and server config in one session. PostgreSQL is the only external dependency, and the wizard prints the exact commands to set it up.
Does Ghostwriter have retests?
Not as a documented workflow. Teams using Ghostwriter typically retest by adding notes to the existing finding or cloning the project. Neuron's retests are round-based first-class records under the same engagement: per-finding outcomes (Resolved, Partially Resolved, Not Resolved, Risk Accepted, No Retest Performed), peer cosign by severity policy, round-lock once a round moves to ready for approval, per-assessment evidence schemas, and a QA log of every state change with actor, timestamp, and prior state.
How does Neuron's scheduling compare to Ghostwriter's Project Calendar?
Both surface what is happening when. Ghostwriter's Project Calendar auto-tracks team assignments, durations, and deadlines, plus Django Q scheduled tasks for chores like archival. Neuron's schedule is a Gantt the team runs from: drag-drop reassignment, five perspectives (me, users, teams, by-client, by-engagement), real-time capacity conflict detection with overload day counts and peak concurrent count, planned-vs-actual side by side, and a Health Dashboard that ranks twelve categories of risk before kickoff.
See Neuron in action.
Walk through the platform, the on-prem AI, and how it deploys in your environment.