Proof, not promises.

Built to run our own portfolio. Not for sale — but every client Tier 2/3 system inherits pieces of this architecture.

• —24 role-specialized agents (content, distribution, outreach, analytics, compliance) with tiered model access and few-shot grounding
• —Custom MCP server exposing live production resources and tools — agents act on real state, not a mock
• —Human-in-the-loop approval queue (approve / reject / defer / edit) with learnings recorded back into the system
• —Zod-validated structured outputs with automatic retry on schema failure, plus Vercel Cron autonomy across 15+ scheduled jobs

Runs GTM operations — content, outreach, analytics, customer success — across three production companies without a human in the loop for routine work. Every outbound action still passes through an approval gate.

Started as a £20k client build. We kept building. Now runs as a commercial SaaS.

• —20 AI modules covering pricing changes, content releases, job postings, funding signals, review sentiment, and more
• —Background crawler + enrichment pipeline on n8n + custom Python workers
• —Operator dashboard with alert thresholds, snooze, and Slack/email delivery
• —Multi-tenant architecture with workspace-scoped data isolation

Delivered original scope in 10 weeks, fixed-price. Client cut competitor research from ~10 hours per week to automated alerts — zero manual hours. System has been running without intervention since launch.

Built internally for our own marketing. We run it daily — the website you're on uses it.

• —Four engines: keyword research, content drafting, image generation, cross-platform distribution
• —22-platform distribution: SEO, Medium, LinkedIn, Twitter/X, Reddit, YouTube descriptions, newsletters, and more
• —WordPress plugin that publishes directly into your own CMS
• —Attribution pipeline to see which platforms drive traffic that converts

Runs Techno Believe marketing daily across 22 platforms. When engaged as a Tier 2 for a client, the system becomes their owned content ops — workflows, templates, and knowledge all transfer.

Built to prove our stack holds up outside enterprise workflows. Free to use, real daily users.

• —Realtime voice AI for mock interviews with scored feedback on content, clarity, and structure
• —Resume ATS analysis with role-specific keyword matching
• —Job feed aggregation + AI-generated match scoring + one-click tailored applications
• —Consumer-grade UX constraints — tested against messy real inputs, not curated demos

Live with real daily users running interview practice and resume optimization. Consumer-grade load, messy inputs, zero curation — the stress test that makes every enterprise build more robust.