Autonomous AI agentic architectures, self-healing visual workflows, and deterministic MCP backends powering high-ticket enterprise operations and high-scale B2B outbound systems.
Enterprise Make.com & n8n architectures: Vapi voice agents with 7 deterministic MCP tools, Claude Code multi-agent browser swarms, and strict JSON schema LLM guardrails preventing hallucinations.
Self-healing Make.com & n8n agentic workflows: Apify scraping, dynamic GPT-4o personalized icebreakers under strict JSON schema, and sub-60s speed-to-lead routing directly into CRM pipelines.
Trusted Enterprise Partnerships
Automated broadcast campaign distribution & mass media reach.
Multi-location organic audience acquisition & social systems.
Patient appointment routing & automated clinic workflow retention.
Direct access to architectural blueprints, diagrams & assets.
RTO Down 48%
7 n8n MCP Tools
Claude Code + MCP
96% Audited Precision
Beyond fragile single prompt chat and linear automations. Five production grade, deterministic agentic systems featuring multimodal vision recovery, isolated Docker execution sandboxes, dynamic task DAGs, and human in the loop governance.
Three layer Directive, Orchestration, and Execution architecture. Extracts deep account intelligence via Firecrawl, synthesizes low ego abundance copy, and routes ambiguous outputs to human review before dispatch.
Hierarchical 5 agent system replacing monolithic vibe coding. Isolates context windows, executes reproduction tests in ephemeral Docker sandboxes, self corrects on runtime stack traces, and gates PR releases with Semgrep.
Eliminates scraper maintenance. Stealth Playwright runs fast on cached locators. On DOM failure, Gemini Flash Vision performs spatial grounding and updates persistent cache on the fly.
Triage routing swarm with strict operational barriers. LLMs formulate proposals while deterministic Python executes database changes, pausing for Slack manager sign off on high risk actions.
Zero hallucination equity research architecture. Employs LangGraph dynamic Send API, isolated Python code execution for financial arithmetic, and adversarial citation validation against raw SEC filings.
Every workflow contains live screencasts directly recorded from Make.com & n8n canvasses. Open dedicated case studies for full breakdowns and blueprints.
Most complex automated outbound scenario: webhook trigger, Apify actor scraping, multi-layer ZeroBounce SMTP verification, lead scoring, and automated CRM slotting.
Proprietary architecture reducing Cash-on-Delivery return-to-origin courier losses by 48%. Never open-sourced. Full setup & private license.
Proprietary GraphQL + WhatsApp confirmation pipeline.
Sub-60-second speed-to-lead qualification: listens for inbound bookings, verifies availability slots in real time, locks schedule, and alerts SDRs on Slack.
Scrapes trending industry themes, classifies timely vs evergreen hooks via GPT-4o, rewrites in brand voice, and calculates optimal 6-hour publishing queues.
Runs 3+ Instagram accounts simultaneously in a single task with sub-60s human reply pacing. Scalable to unlimited accounts. Confidential commercial deployment.
Paced automated replies across multiple Instagram handles.
Built to prevent Meta spam detection with intelligent sleep timers (1-3s human pacing). Handles inbound client questions, orders, and intent routing.
Scrapes executive profile data, evaluates career highlights via GPT-4o, and generates personalized 1-sentence opening hooks directly into dispatch CSVs.
Connects onboarding forms with ClickUp workspaces: creates project spaces, assigns technical deliverables, and updates team channels on sprint progress.
Full-funnel customer qualification: dynamically determines returning vs new buyers from database, answers product inquiries via GPT-4o, and routes to payment.
Enterprise-grade reliability: includes custom rollback handlers, edge-case recovery, human escalation routing via Slack, and automatic lead history logging.
Curated starter templates across 17 SaaS categories (Shopify, CRM, Slack, AI Agents) alongside our proprietary production-grade engines.
Scores incoming inbound and outbound prospect replies against strict ICP criteria, applies automated lead heat tags, and triggers instant SMS or Slack alerts to top closers.
Dynamically routes lightweight JSON formatting to fast flash models and deep analytical personalization to Claude or GPT-4. Reduces enterprise API operating expenses by 42%.
Vectorizes company case studies, pricing tiers, and objection documentation into pgvector storage. AI agents reference exact brand facts with zero hallucinations.
Full end-to-end outbound engine: Apify scraping and LinkedIn extraction through waterfall enrichment, ZeroBounce verification, LLM-generated icebreakers under strict JSON schema, and Instantly/Smartlead dispatch across 40+ governed inboxes.
Headless Apify actors scrape target industry lists and LinkedIn profiles. Python-based deduplication filters remove already-processed URNs before any enrichment API is called, keeping cost to a minimum.
Records flow through Apollo for firmographic data, then Clay for waterfall enrichment, then ZeroBounce and MillionVerifier in sequence. Only contacts that pass all verification layers enter the dispatch queue.
Smartlead/Instantly rotate sends across 40+ secondary domains under full SPF, DKIM, DMARC governance. Per-domain daily send caps are enforced via Airtable rate ledger with auto-pause on bounce threshold breach.
Decision-maker data sourced, enriched, and validated without a single manual lookup.
async def extract_leadership_pool(target_url):
page = await browser.new_page()
await page.goto(f"{target_url}/about-us", wait_until="networkidle")
executives = await page.evaluate("""() => Array.from(document.querySelectorAll('.leadership-card'))
.map(el => ({ name: el.querySelector('h3')?.innerText, role: el.querySelector('p')?.innerText }))""")
return [e for e in executives if any(t in e['role'].lower() for t in ['ceo', 'founder', 'vp'])]
Every prospect receives a first line written specifically about them. Not a template. Not a spin. A real observation that stops them mid-scroll.
40+ warmed domains. Full DNS governance. Every email I send lands in the primary inbox, not spam.
2048-bit key validation
`p=quarantine` policy
Custom tracking domain
ZeroBounce hygiene
The difference between a 2% reply rate and a 16% reply rate is psychological positioning. Below is how I engineer cold outreach hooks and neutralize commercial objections before they kill the deal.
Subject: quick question regarding {{company}} outbound
Hi {{first_name}},
Noticed {{company}} is aggressively expanding your commercial sales roster this quarter.
Most technical founders lose 40% of their qualified pipeline to slow manual enrichment and multi day response delays.
We engineered an autonomous acquisition pipeline that eliminated manual SDR research and delivered 35+ verified executive meetings every month.
Open to a 4 minute walkthrough this Thursday at 2 PM EST to inspect the backend architecture?
Psychology: Zero begging, validates executive growth, pinpoints a specific revenue leak, and proposes an ultra low friction screen share.
Subject: {{first_name}}, saw your {{trigger_event}} deployment
Hi {{first_name}},
Saw your team recently launched {{trigger_event}} across international markets.
Built a custom routing architecture for a similar enterprise client syncing paid ad lead captures directly to Close CRM in under 45 seconds, doubling demo attendance.
Recorded a 90 second video breakdown showing the full technical schema. Would it make sense to send the link over?
Psychology: Asks for permission before dropping links, eliminates spam triggers, and demonstrates customized proof upfront.
How we reframe traditional pushbacks into high ticket discovery conversations.
The fastest company to respond wins the deal. Below are production speed-to-lead pipelines alongside battle-tested commercial proposal frameworks.
Custom Smart Views dynamically surface the hottest leads first. Automated task creation, instantaneous lead enrollment, and SMS speed-to-lead routing so closers never manually sift through lists.
Inbound lead webhook parses qualification criteria, scores fit against tier matrices, and dispatches personalized calendar booking links within 60 seconds with zero rep manual intervention.
Production deliverables agreement: multi-inbox deliverability setup, automated data enrichment, webhook speed-to-lead middleware, and SLA terms with structured milestones.
Continuous growth contract: 40+ secondary inbox maintenance, monthly 25,000+ lead enrichment, weekly copy iteration, and guaranteed deliverability uptime monitoring.