The Problem

Running a solo consultancy means wearing every hat: business development, client delivery, marketing, operations, and strategic planning. Information scatters across platforms. Industry news moves fast across multiple domains. Follow-ups slip. Opportunities get missed — not from lack of capability, but from lack of bandwidth.

Most businesses bolt AI onto existing workflows — a chatbot here, a summarizer there. SSLab took a different approach: rebuild the operating layer of the business so AI is the default execution layer, not an add-on.

The Systems

Memory — The Single Source of Truth

Every business loses context. Decisions get made in meetings and forgotten. Client preferences live in someone's head. Project history scatters across email threads.

  • Semantic search across all stored knowledge — meaning-based retrieval, not keyword matching
  • Obsidian vault integration — daily digests, weekly reviews, project docs, meeting notes
  • Single source of truth — if it's not in memory, it didn't happen
  • 16 build phases complete — mature, stable, battle-tested from daily use

Chief — Intelligence & Operations

The system that watches the world and keeps the business informed. Monitors industries, synthesizes what matters, manages the sales pipeline, and surfaces actions — all without manual effort.

25+
RSS feeds monitored
8
Newsletters parsed
12
YouTube channels tracked
~50
Items processed daily

Every item is ingested, AI-enriched (summarized, tagged, relevance-scored), and stored. Daily digests and weekly reviews generated automatically.

Sales pipeline automation routes incoming leads into five tracks based on budget and project type — from fast-track to automated nurture sequences. Pipeline stages with overdue detection ensure nothing falls through the cracks.

Marketing — The Content Engine

Brand management and content creation across multiple platforms — generating platform-native drafts, visuals, and assets ready for review and publishing.

  • Platform-specific generation for LinkedIn, Substack, Bluesky, YouTube, and X
  • Visual content — carousels, diagrams, infographics, branded slide decks
  • Intelligence-driven briefs — trending topics from the pipeline feed directly into content suggestions
  • Brand voice consistency embedded in every output

Sales — Pipeline & CRM

Lead tracking, pipeline management, and nurture automation — connecting intake to delivery without manual overhead.

  • Auto-routing — website submissions classified and routed to the appropriate track
  • Nurture automation — 4 email sequences tailored by interest area, fully hands-off
  • Pipeline management — stage transitions, overdue detection, follow-up alerts
  • Scoping workflow — paid sessions with Stripe integration, booked through the website

Storefront — The AI-Ready Front Door

More than a website — structured for both human visitors and AI-powered discovery.

  • AI-discoverable — services and capabilities organized for LLM-powered search tools
  • Intake form feeds directly into the sales pipeline automation
  • Lead magnet hosting — downloadable guides that capture leads for nurture sequences
  • Self-editable — the marketing engine can update the site directly

Built on MCP Protocol — the integration layer that connects every system. Memory, Chief, and the AI tools all communicate through a single protocol, making the stack modular and extensible.

Multi-model access via LiteLLM (Claude, GPT-4, Gemini, local models). Self-hosted Kubernetes cluster. PostgreSQL for all operational state. 8 background jobs on automated schedules.

The Results

Zero Manual News Checking

Relevant industry intelligence synthesized and delivered daily across three domains.

Zero Missed Follow-ups

Pipeline alerts surface overdue items automatically. Nothing falls through the cracks.

Instant Lead Routing

Intake to classification to pipeline in minutes. Nurture sequences trigger automatically.

Searchable Decision History

Past reasoning is always accessible. Every decision logged with context for future reference.

Content in Minutes

Platform-native drafts with visuals, generated and ready for review. Hours of work reduced to minutes.

24/7 Operation

Full system running continuously with zero manual intervention.

Why This Matters

This isn't a proof of concept. It's a production system running a real business, every day. It handles the operational work that would otherwise consume hours — and does it more consistently than any human could.

For clients, this system demonstrates what SSLab builds: purpose-built, domain-specific AI infrastructure designed to multiply the capacity of small teams. Not chatbots. Not off-the-shelf automations. Custom systems that understand your business and run alongside you.

Tech Stack

Python FastAPI Node.js MCP Protocol LiteLLM Claude GPT-4 Gemini PostgreSQL Kubernetes Docker Kit API Formspree Stripe

Need a system like this?

AI-powered operations, intelligence pipelines, automated workflows — purpose-built for your business. Let's talk.

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