AI-powered thought leadership content

Credible B2B content backed by real expert insight

Redline Engine monitors your industry across YouTube, newsletters, and journalist queries to capture what experts are actually saying and turns it into publication-ready PR, LinkedIn posts, and articles your audience can trust.

Why Redline Engine content sounds different

Most AI content tools just reuse ChatGPT's knowledge base or rewrite the top 10 search results. Redline Engine starts with your expertise, then enriches it with live industry intelligence.

Your expertise

Upload your internal docs, case studies, research, and proprietary insights. The system learns what makes your approach unique.

Expert conversations

YouTube interviews and long-form discussions where practitioners explain how things actually work.

Industry writing

Newsletters and industry reports written by people doing the work, not marketing teams repackaging secondary sources.

Editorial demand

Live journalist queries that show what publications are actively looking for right now.

What Redline Engine produces

Redline Engine turns industry signals into ready-to-publish content.
Here's what it produces:

Expert Commentaries & HARO

Media visibility and third-party credibility.

How it works

  • Monitors journalist requests (HARO, Qwoted, etc.)
  • Matches requests to insights in your knowledge base
  • Researches the specific angle
  • Writes a response in your voice
  • Shows you exactly where and how to submit

The Result

Media opportunities delivered to you, not hunting them yourself.

Who Redline Engine is for

Redline Engine is built for B2B teams where buying decisions depend on trust, judgment, and demonstrated expertise.

This is relevant if you need content that:

Proves expertise before sales conversations happen

Supports demand generation without hard selling

Builds credibility across long buying cycles

It may not be the right fit if:

Your buyers don't require domain expertise
Content is primarily used for SEO or traffic
You need fully autonomous publishing with no review
Under the Hood

How Redline Engine works

Unlike generic AI that predicts the next word, Redline Engine builds a private knowledge base of your expertise before it writes anything.

Step 1 — Initial calibration

Before launch, we configure the system for your business:

  • Define your ICPThe system learns who you're speaking to, so it prioritizes ideas that actually matter to your audience.
  • Map your positioningWe capture your core beliefs, contrarian takes, and business positioning.
  • Clone your voiceWe fine-tune the model using your previous writing, so outputs sound like you.

Step 2 — Ingestion & monitoring

Redline Engine continuously absorbs sources that represent your expertise:

Your internal documents and SOPs
Expert YouTube channels you follow
Industry newsletters and research
Journalist queries (HARO, Qwoted, etc.)

Step 3 — Atomization engine

Content is broken down into Insight Atoms—small, structured units of knowledge. Each idea is evaluated for relevance, novelty, and practical value, then tagged:

  • By topic & problemWhat issue does this solve for your audience?
  • By audience segmentWho specifically needs this insight?
  • By freshnessIs this emerging, contrarian, or newly validated?

Step 4 — Recursive research

Before writing anything, Redline Engine validates ideas against trusted external sources:

Industry reports and whitepapers
Benchmark data and surveys
Case studies and peer-reviewed research

Why this matters:Generic AI hallucinates. This system cross-checks before it writes.

Step 5 — Multi-format output

Validated insights are turned into ready-to-publish content:

  • LinkedIn posts and commentary
  • Long-form articles
  • Media responses (HARO, etc.)
  • Newsletter digests

One insight can become multiple formats—without starting from scratch each time.

"Redline Engine doesn't just write. It analyzes, validates, then communicates."
Ownership and support model

Redline Engine is not a SaaS.
It’s an AI employee you own.

Most software is rented. Redline Engine is installed in your environment.

Full Ownership

Installed on your server or private cloud. You own the code and the data.

No Lock-in

One-time license. No monthly platform fees.

Support Included

White-glove installation, configuration, and 1 year of support.

Single Brand

Best for founders and in-house teams

$1,999one-time

No monthly subscription.

  • 1 brand/company
  • Full source code installation
  • Dedicated Insight Atom database
  • All content types (LinkedIn, articles, HARO, newsletter)
  • Lifetime license
  • 1 year of support included

Usage costs: You pay API providers directly. Average $20–40/month.

Unlimited

Unlimited Brands

Best for agencies & consultants

$4,999one-time

No monthly subscription.

  • Unlimited client brands
  • Separate knowledge base per client
  • All content types (LinkedIn, articles, HARO, newsletter)
  • Lifetime license
  • Priority support

Usage costs: Scale with volume, paid directly to providers.

Hosted Option

Hosted Engine

(Private Instance)

$600/ month

Single brand.

A private Redline Engine instance hosted on our infrastructure. You operate it independently without owning or maintaining the code.

What’s included

  • Infrastructure hosting and uptime
  • Ongoing system updates and maintenance
  • Technical troubleshooting (system & integration)
  • API and integration support
  • Use our API keys (limited) or BYOK (unlimited)

What’s not included

  • Content strategy or editorial guidance
  • Campaign management or execution
  • Custom feature development or bespoke workflows

Frequently Asked Questions

The complete Redline Engine system: a PHP dashboard + n8n workflows for content automation. We install it for you, train you on how to use it, and provide support for the first year in case anything breaks.
Three key differences: • Real-time industry monitoring: Tracks what's actually happening in your industry right now so your content stays current. • Media opportunity discovery: Automatically matches you to journalist requests (HARO, etc.). • Expert-led learning: Builds its knowledge from actual practitioners in your field, not generic AI training data. No hallucinations or recycled content.
No. We handle all the technical work—you don't need to touch any code.
We set up a fresh server (usually on Hetzner or a provider of your choice), install everything, and then hand the server over to you. You own it completely.
Only what you pay directly to AI providers like OpenAI and Anthropic. This typically ranges from $20–40/month, depending on your content volume.
3–5 business days from purchase to ready-to-use.
You keep using it—nothing changes. If something breaks, we can help on an hourly basis, or you can hire any developer you want. The code isn't locked or encrypted.
No. You still need strategy and editorial judgment. Think of it as handling the research and first-draft work—about 90% of the manual effort.
We feed it your existing content—blog posts, LinkedIn posts, articles—and it learns your writing style from that data.
You can choose from our existing writing style templates, or we will work with you during setup to define your unique voice.
We don't rely on generic AI knowledge. Instead, the system monitors what real experts in your industry are saying—via YouTube interviews, newsletters, and industry reports—and learns from them. It works the same way a human researcher would, just faster.
Yes. You decide the topics and the audience. It suggests ideas based on what is trending in your industry, but you remain in control.
We ensure the AI relies on facts. Everything is derived from real expert sources. Each piece includes citations so you can verify the sources yourself before publishing.
Request a demo first. If your industry isn't a good fit (e.g., not enough expert content online), we'll tell you upfront. No pressure to buy.
No. Since this involves a custom installation and setup, we cannot offer refunds. It is not a cancellable subscription.

Request Demo

We'll send you a recorded walkthrough of Redline Engine customized for your industry within 24 hours.

After watching:

  • Buy it if you're ready
  • Book a call if you have questions
  • Walk away if it's not a fit

No sales pressure. No follow-up spam.

We respect your inbox. No spam, ever.