I build AI-powered systems that
generate demand, acquire customers,
and scale revenue intelligently.
Specializing in AI demand generation, campaign intelligence, and revenue operations — production-grade systems that turn marketing spend into consistent, measurable business growth. Based in Palm Desert, CA.
Case Study
Desert Glow — AI Demand Generation & Revenue Intelligence System
An AI-powered demand generation, conversion, and operational intelligence system — generating consistent inbound demand across every marketing channel while delivering real-time revenue intelligence.
Inconsistent customer acquisition across fragmented marketing channels
Businesses invest across Meta, Instagram, TikTok, Google Ads, Groupon, SEO, and referral campaigns with no centralized intelligence layer. There is no clarity on which channels generate qualified leads, which campaigns convert, which audiences are profitable, or where revenue actually originates. Marketing budgets grow without growing results.
AI-powered campaign intelligence layer continuously monitors every acquisition channel — tracking lead quality by source, measuring booking conversion rates, identifying high-performing campaigns, surfacing profitable audiences, and recommending real-time optimizations across the entire marketing stack.
Consistent inbound demand, real-time channel ROI visibility, and data-driven acquisition replacing disconnected marketing guesswork.
Captured demand leaks before it can convert
Every missed call is a captured lead — demand your marketing budget worked to generate — that immediately starts evaluating competitors. Busy periods, after-hours windows, and response delays create systematic revenue leakage that compounds silently across every growth channel.
Automated demand-capture recovery detects every missed call and delayed inquiry, fires AI-qualified SMS outreach within seconds, and routes high-intent prospects through intelligent follow-up sequences before they convert elsewhere.
Recovered revenue from captured demand that would otherwise convert into competitor bookings.
No visibility into which campaigns actually drive revenue
Most businesses run Meta, TikTok, Google Ads, Groupon, and SEO campaigns with no unified attribution. Spend increases without insight into which channels drive profitable bookings, which audiences convert, or where budget is leaking into low-margin acquisition.
Unified revenue attribution layer connects ad spend, lead source, appointment bookings, and revenue into one Power BI intelligence system — identifying profitable channels, underperforming campaigns, and real-time optimization opportunities across every acquisition source.
Clear campaign ROI, profitable channel identification, and real-time spend optimization replacing disconnected marketing spend.
Growth workflows operate manually and do not scale
Staff spend time on repetitive, high-volume tasks — follow-ups, appointment reminders, re-engagement messaging, content publishing — that limit growth capacity and create inconsistent customer experiences at scale.
AI workflow automation handles lead qualification, appointment reminders, post-visit retention messaging, re-engagement sequences, and escalation pipelines — operating continuously without manual intervention across every customer touchpoint.
Scalable growth operations with staff focused on high-value revenue interactions instead of repetitive manual tasks.
Owners operate without live growth intelligence
Growth decisions get made from delayed reports, disconnected systems, and incomplete data — with no live view of which campaigns are performing, where demand is leaking, what customer acquisition actually costs, or what is driving revenue today.
Live revenue intelligence dashboards surface campaign ROI, lead quality by acquisition source, booking conversion trends, customer acquisition costs, response speed metrics, and operational performance — continuously, across every channel and customer touchpoint.
Real-time growth visibility — faster decisions, clearer campaign trends, and continuous revenue optimization replacing delayed guesswork.
See where your business is leaking revenue?
Let’s map the demand, conversion, and operational gaps AI can help fix.
Let’s Talk ↗What I Build
Systems I Build
Integrated AI growth infrastructure — from demand generation and campaign intelligence to conversion automation, operational analytics, and revenue optimization.
Multi-channel demand generation infrastructure monitoring Instagram, Facebook, TikTok, Google Ads, Groupon, SEO, and referral — with AI-powered lead capture, intent qualification, and channel performance optimization running 24/7.
Unified revenue attribution across Meta, Google, TikTok, Groupon, SEO, and referral — tracking lead quality by source, booking conversion rates, campaign ROI, audience profitability, and spend efficiency in real time.
Real-time intent classification engines that score lead quality, detect buying signals, trigger escalation tiers, and surface conversion opportunities — turning inbound engagement into booked appointments and revenue.
Automated demand-capture recovery detecting unanswered calls and delayed responses, firing AI-qualified outreach within seconds, and routing high-intent prospects through intelligent follow-up before they convert elsewhere.
AI-assisted content generation for Instagram, TikTok, Facebook, and Google — drafting captions, ad copy variations, promotional offers, and retention messaging, with automated campaign scheduling and distribution pipelines.
Power BI dashboards on Microsoft Fabric — Bronze, Silver, Gold medallion architecture — tracking lead volume, campaign ROI, booking rates, customer acquisition costs, revenue by source, and operational performance with live intelligence.
Logic Apps and Power Automate pipelines converting AI signals into growth actions — lead routing, qualification sequences, appointment reminders, review requests, win-back campaigns, and re-engagement operating automatically.
Automated retention systems — post-treatment messaging, win-back sequences for dormant customers, seasonal campaign automation, review generation workflows, and AI-driven reactivation pipelines protecting lifetime revenue.
Continuous business intelligence monitoring response times, demand volume, conversion funnels, campaign performance, and revenue trends — surfacing optimization opportunities and revenue leaks before they compound.
Tools & Technologies
Technical Stack
Process
From strategy to deployment.
Funnel map audit
A discovery session mapping your full acquisition funnel — lead sources, channel performance, conversion gaps, automation opportunities, and revenue leaks across every customer touchpoint.
Proposal
A clear technical scope, implementation strategy, infrastructure plan, and timeline with fixed deliverables — aligned to specific revenue and growth outcomes.
Build & deployment
Systems are built, integrated, tested, and deployed with real operational functionality — demand generation, attribution, automation, and intelligence working end to end.
Optimization & monitoring
Ongoing campaign analytics, workflow optimization, and AI system improvements based on live acquisition data and revenue performance signals.
About
About Abdi Alamir
AI Engineer • Demand Generation Systems • Revenue Operations
I’m an AI engineer focused on building intelligent growth infrastructure — systems that generate consistent inbound demand, convert leads into revenue, and give business owners real-time visibility into what is actually driving growth.
My background started in analytics and data science, but my work evolved toward building production-grade AI systems that combine demand generation, campaign intelligence, conversion automation, operational analytics, and revenue optimization into one unified platform.
- AI demand generation
- Campaign intelligence
- Revenue attribution
- Conversion automation
- AI growth infrastructure
- Lead recovery systems
- Analytics pipelines
My flagship project, Desert Glow, is an AI growth operating system for med spas — combining multi-channel demand generation, campaign attribution, lead recovery automation, operational analytics, and live revenue intelligence into one centralized platform.
System Walkthroughs
See the systems in action.
Short breakdowns of real AI growth systems, campaign intelligence workflows, analytics infrastructure, and revenue automation architecture.
Ready to generate more demand and scale your business?
Identify where your business is losing customers, wasting ad spend, and missing revenue opportunities — then map the AI systems that can help fix it.
Demand generation • Conversion systems • Campaign intelligence • Revenue operations