Growth & Marketing Automation
Workflow automation, lead-generation bots, WhatsApp flows, CRM handoffs, and outbound systems that qualify demand before your team touches it.
Production work with measurable outcomes.
612 qualified leads a month and production WhatsApp systems handling thousands of conversations.
See the FamilyFund case study →Built for the teams who feel this problem first.
Need a sales pipeline that works without a 10-person team.
Want to scale outbound for clients.
Need outbound systems that compound.
Related field notes and proof.
Lead Generation Bots: Build vs Buy, and What They Really Cost in 2026
What a lead generation bot really costs in 2026, the honest build-vs-buy decision, and how to compare on cost per booked meeting, not sticker price.
How Much Does an AI Chatbot Cost in 2026?
Honest 2026 pricing ranges for no-code platforms, custom AI chatbots, multi-channel automation, and the hidden run costs most quotes skip.
Lead-gen bots that don't make your sales team cringe.
Why most outbound bots get blocked, ignored, or unsubscribed, and the four-layer system we build to deliver only sales-ready conversations.
WhatsApp Business at scale: lessons from 14k conversations a week.
Webhooks, queueing, fallback paths, broadcast limits, and the rate-limit footguns. A field manual from running it in production for two years.
When to reach for n8n, Make, or write your own pipeline.
A decision framework after shipping 40+ automation projects across n8n, Make, Zapier, and custom code. The honest trade-offs nobody else lists.
AI Lead-Gen & Automation for FinTech
Lead-generation bots, qualification flows, CRM automation, and compliance-aware AI systems for FinTech teams selling into complex markets.