"We architect the machine. Your content runs itself."
Managed AI content operations and agent infrastructure for B2B SaaS founders. One operator runs everything — no agency middle layer, no offshore teams, no approval bottlenecks.
Before we sell anything, here's what the pipeline produced in its first 90 days.
One operator. Four channels. Zero internal content team hired.
The company was an 8-figure B2B SaaS. The pipeline was built in 6 weeks. The numbers are still growing.
Pick the engagement that fits. All pricing is published.
Full-channel content production. You never touch a tool. Five tiers from Repurpose Engine to Authority — see pricing for details.
Custom MCP servers connecting Claude, ChatGPT, and Cursor to your databases and tools. Source code is yours on day one.
AI workers that take action in your tools. Productized pipelines + custom builds. 24/7. Source code is yours.
Strategic guidance without a full DFY engagement. Pipeline Audit, 90-Day Strategy, or Quarterly Fractional.
Buy the blueprint instead — MCP Dashboard Pipeline ($497), Autonomous Agent ($497), or Content Operations ($797). We hand you the playbook, templates, and a 30-minute walkthrough. You build it yourself. Typical delivery 5–7 business days. See blueprints →
I spent years watching companies burn six figures on content agencies and six figures more on content hires. Both have structural failures I refuse to build.
Agencies inflate costs 20%+ with approval cycles. Content hires take 90 days to ramp and 2 years to scale.
I built the 8-figure B2B SaaS case study pipeline — 35K+ views, 1,500+ new subscribers, first MRR lift in 24 months. One operator. Zero outsourcing.
The Content Matrix productizes that exact pipeline for other B2B SaaS companies. Same architecture. Customized per client voice and product. One operator runs everything — that's the whole point.
"I don't sell AI strategy decks. I ship the playbook I've already used."
Direct signals you're in the right place.
The B2B content playbook from 2023 is officially dead. Three shifts every founder is feeling.
In Q1 2026, AI Overviews appeared on 48% of Google queries — up from ~5% in 2024. ChatGPT alone now accounts for 20% of all search-related traffic worldwide. If your content isn't structured to be cited by ChatGPT, Claude, Perplexity, and Gemini, you're losing top-of-funnel visibility — even with strong Google rankings.
The discipline has a name: AEO — Answer Engine Optimisation. We build content with answer capsules, FAQ schema, and citation-friendly markup by default — every piece.
Model Context Protocol — Anthropic's open standard, often called "USB-C for AI" — has become the connective tissue between AI assistants and SaaS data. There are 10,000+ public MCP servers in registries today. Gartner predicts 40% of enterprise apps will include task-specific AI agents by end of 2026.
A custom MCP server lets Claude, ChatGPT, and Cursor read your live data — Stripe, Salesforce, Postgres, internal tools — without bespoke integrations per AI. See our MCP service →
Hiring a senior content marketer in the US costs $120K-$220K fully loaded — and takes 90 days to ramp. Traditional B2B agencies bill $8K-$25K/month with revision cycles eating most of the value. AI tools alone (Jasper, Copy.ai) are $39/mo but produce slop without an operator running them.
We're the third option — managed AI ops. AI speed, operator-level oversight, your source code at the end. Full cost comparison ↓
The options most B2B SaaS founders weigh when they can't keep doing content themselves.
| Option | Typical cost | Time to first content | Approval bottleneck |
|---|---|---|---|
| Hire a content lead | $100–130K/yr + benefits | 30–90 days ramp | High |
| B2B content agency | $10–30K/mo + revision cycles | 14–30 days | Medium |
| DIY with Claude Code + tools | $200/mo software + founder time | Weeks to months | Varies |
| The Content Matrix | $997 – $9,500/mo | 7 days, every tier | Zero — built into pipeline |
Zero learning curve. Zero tool onboarding. Zero approval bottlenecks.
A 30-minute Loom, existing recordings, a strategic brief, or system credentials — whatever fits the engagement. Plus brand voice guidelines and channel or deployment access.
For content engagements: AI drafts scripts, generates videos, creates thumbnails, writes blogs, cuts Shorts. For MCP or Agent builds: custom infrastructure configured to your stack. Quality gates enforce brand voice, fact-checking, and security compliance.
Content schedules and publishes automatically. MCP and Agent builds deploy to your cloud with staging walkthroughs. Weekly status in Slack. Monthly performance report. You never touch a tool.
You need AEO (Answer Engine Optimisation), not just SEO. AI search engines extract content into citations using three structural signals: (1) answer capsules — 40-60 word summaries placed under each major heading; (2) FAQ schema with explicit Q&A markup; (3) cited claims — specific numbers, named sources, and dates the AI can verify. Every piece our content pipeline produces is built with these by default. Without them, even well-ranked Google content gets skipped over by AI Overviews and ChatGPT answers.
Tools (Jasper, Copy.ai, ChatGPT) generate one piece at a time and require an operator to direct, review, and ship them. Content operations is the full pipeline — story extraction, voice-matched scripts, AI avatar video, thumbnails, blog posts, Shorts cuts, LinkedIn posts, scheduling, publishing, and performance tracking — running on cron without a person in the loop for routine work. Tools cost $39/mo but produce slop without management. Operations costs more but actually ships content. We run operations.
Model Context Protocol (MCP) is an open standard from Anthropic — sometimes called "USB-C for AI" — that lets AI assistants like Claude, ChatGPT, and Cursor read live data from your tools (Stripe, Salesforce, Postgres, internal dashboards) without bespoke integrations per AI. 67% of enterprise AI teams are using or evaluating MCP for production workflows. A custom MCP server replaces 4-tool workflows ("check Stripe, check Hubspot, check Sentry, summarize") with one prompt — and the source code is yours. See our MCP Server service →
Yes — every build engagement, source code is yours from day one. We deliver to your repo. No vendor lock-in. No "we hold the keys" SaaS pattern. If you ever stop working with us, you keep running the system. This is the opposite of how most agencies operate — and it's a deliberate positioning choice. Our value is in building it well, not in trapping you in a renewal cycle.
Content Operations: first content ships within 7 days of input — every tier. Compounding metrics (subscriber growth, watch time inflection) typically show by day 60-90. Our case study showed 35K+ YouTube views, 1,500+ new subscribers, and the company's first MRR lift in 24 months in the first 90 days. MCP and Autonomous Agent builds: 7-14 days to first deployment for Dashboard Pipeline, 5-10 days for Productized Agent Pipelines.
Buy a blueprint. We sell six self-serve blueprints from FREE (Lead-Gen Toolkit Lite) to $797 (Apollo Lead Funnel, Content Operations) — covering MCP Dashboard Pipeline, Autonomous Agent, Lead-Gen Toolkit Pro, and more. Each one includes the .md playbook, working code templates, every external API + service spelled out with sign-up URLs, deployment recipes, and a 30-minute walkthrough call. Buyer pastes any chapter into Claude or ChatGPT and the AI builds the system end-to-end. Typical delivery 5-7 business days. See all 6 blueprints →
Yes, depending on fit. Our blueprints (Free–$797) and Repurpose Engine ($997/mo) are designed for earlier-stage operators who have content but no team to run it. Higher tiers fit mid-market and up — but every engagement starts with a free 15-minute scoping call. If we're not the right fit, we'll tell you where to go instead.
One operator — not an account manager. No offshore teams. No revision chains. You talk to the person building your pipeline. Quality gates replace approval cycles. Source code and deliverables are yours day one with no lock-in on any build engagement. A senior content hire costs $120-220K/yr fully loaded and takes 90 days to ramp; a B2B agency costs $8K-25K/month with revision cycles eating the value. We're the third option — managed AI ops at $997-$9,500/month.
No. We don't use contracts to retain clients — we use results. Blueprints are one-time purchases. Advisory engagements (Pipeline Audit, 90-Day Strategy) have no ongoing commitment. Quarterly Fractional cancels anytime with 30-day notice. Content Ops retainers have a 3-month (entry tiers) or 6-month (full pipeline) minimum — not to lock you in, but because content takes 60–90 days to compound and we'd rather set you up to win than churn you out before results show.
Yes. Pipeline Audit ($3,500) has a 14-day satisfaction guarantee — if we don't surface at least 3 actionable opportunities you weren't already pursuing, full refund, no questions. All Advisory engagements include a 30-day stack-fit revision free if any recommendation doesn't apply to your specific stack. Blueprints have a 48-hour conditional refund policy. And all deliverables are yours forever — use them with us, with another vendor, or in-house.
No pitch. No pressure. We audit your channels, show you where the gaps are, and map what your pipeline would look like. Then you decide. Start with a free blueprint, a Pipeline Audit, or a full Content Ops retainer — all pricing published.
Book a Call Or browse blueprints