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See how these AI systems moved real numbers for consulting firms, B2B teams, and growth-stage companies.

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Case Studies

AI Sales & Outbound Systems

4 systems
Management ConsultingEnterprise AI Sales Infrastructure
Management Consulting

Enterprise AI Sales Infrastructure

Full-stack AI sales system for a top-3 global consulting firm.

  • 3,000+ enterprise leads per month, all inside the $500M to $2.5B target band
  • Work of 6 full-time SDRs offloaded to AI, about $480K per year in salaries
  • Every prospect researched across 10+ intelligence signals before first contact
B2B SaaSB2B Lead Generation System
B2B SaaS

B2B Lead Generation System

End-to-end outbound pipeline for industrial B2B, from ICP intake to live campaigns.

  • 500 outreach-ready leads per campaign run, qualified on the client's full ICP parameter set
  • Personalized outreach copy in three languages, generated per lead
  • One pipeline from ICP intake to live campaigns with reply tracking
ConstructionConstruction Signal Outreach Agent
Construction

Construction Signal Outreach Agent

Signal monitoring and multi-channel outreach for capital projects consulting.

  • 500 signal-qualified leads per week, each tied to a live construction trigger
  • Outreach scaled from 100 contacts per day to 2,500+ per week
  • Call prep cut from 2 hours to 15 minutes per lead
Venture & OutreachWarm Intro Outreach System
Venture & Outreach

Warm Intro Outreach System

Mutual connection mapping and warm-intro outreach at scale.

  • Prospect research cut from 2+ hours to 20 minutes
  • Every 1st-degree mutual connection mapped per target account, no manual digging
  • Follow-ups stop the instant anyone replies

Content Intelligence Systems

7 systems
Management ConsultingExecutive Thought Leadership System
Management Consulting

Executive Thought Leadership System

Thought leadership engine for senior partners at a global consulting firm.

  • 50+ senior partners publishing through the system
  • Posting frequency up from 1 to 2 posts a month to 4 to 6 strategic posts
  • 95% signal filtering from 500+ monitored sources
Manufacturing (EMS)Manufacturing LinkedIn Content Agent
Manufacturing (EMS)

Manufacturing LinkedIn Content Agent

End-to-end LinkedIn content engine for manufacturing and supply chain brands.

  • Technical source material to scheduled posts with zero manual steps
  • Personal and company profiles run in parallel, 8 content pillars each
  • Every post scored and rewritten until it clears the quality bar
Media & ContentViral Content Playbook System
Media & Content

Viral Content Playbook System

Social intelligence engine that turns top content into viral playbooks.

  • 6 social platforms analyzed in one unified run
  • A production-ready viral playbook per trigger, replacing days of manual research
  • Runs on demand: one trigger, zero manual steps
Content & SEOSEO Content Infrastructure
Content & SEO

SEO Content Infrastructure

Approval-gated editorial pipeline with paid SEO enrichment under human control.

  • 300+ backlogged articles scored and ranked with zero manual review
  • SEO outline drafts delivered in under 10 minutes
  • Paid keyword enrichment fires only after human approval, credit burn near zero
Personal BrandLinkedIn Content Discovery Agent
Personal Brand

LinkedIn Content Discovery Agent

Daily content discovery and drafting, run by the client as an operator tool.

  • 10+ hours of content work returned to the team every week
  • A digital employee checks LinkedIn and YouTube every weekday at 9 AM
  • 3 ready-to-post drafts per high-scoring topic
Media & ContentForesight Content Discovery System
Media & Content

Foresight Content Discovery System

Content discovery and multi-variant drafting that runs itself.

  • Content production cut from 4 to 5 hours to 45 minutes per post
  • 3 persona-styled draft variants per topic
  • Relevancy scoring gates weak topics before drafting effort is spent
Media & FoodViral Recipe Discovery Agent
Media & Food

Viral Recipe Discovery Agent

Multi-platform recipe discovery with sentiment analysis and dual-language output.

  • Recipe output scaled from 40 to 1,000+ per month
  • App churn cut from 28% to 12%
  • Curation time down from 10+ hours to 2 hours per week

Lead Intelligence & Enrichment

3 systems
Recruiting & Lead GenAliyah Lead Discovery Agent
Recruiting & Lead Gen

Aliyah Lead Discovery Agent

Semantic filtering that separates real immigration intent from name-mention noise.

  • False positives cut from 80%+ to under 10%
  • Lead qualification reduced from days to hours
  • Weekly monitoring runs with zero manual filtering
B2B SalesTeknova Lead Qualification System
B2B Sales

Teknova Lead Qualification System

Science-first biotech qualification and product matching.

  • 900+ biotech companies qualified by AI, zero analyst hours
  • 30 minutes of research per prospect reduced to zero
  • Exactly 3 science-matched product recommendations per prospect
Immigration & LegalVoice AI Lead Intake Agent
Immigration & Legal

Voice AI Lead Intake Agent

Voice AI lead intake wired into the practice's CRM.

  • Every new form lead triggers an AI callback flow, any hour of the day
  • Discovery calls booked straight into the calendar with zero admin
  • Website FAQs answered 24/7 from a curated knowledge base

Market Signal Monitoring

2 systems
D2C E-commerceAI Ad Creative Infrastructure
D2C E-commerce

AI Ad Creative Infrastructure

Competitive ad intelligence feeding systematic creative generation.

  • Ad spend scaled from $150K to $600K per month on proven creative
  • Testing velocity up from 20 to 400+ variations per month
  • Creative cost down from $12K to $600 per month
Legal & PatentsPatent Opportunity Matching System
Legal & Patents

Patent Opportunity Matching System

Patent-to-opportunity matching for defense solicitations.

  • Every patent scored 0 to 100 against each solicitation across 6 weighted criteria
  • Portfolio ranked into 5 fit tiers, from Strong Fit to Not a Fit
  • Patent data entry cut from hours to minutes

Others

2 systems
E-commerceAmbrosia Email Segmentation System
E-commerce

Ambrosia Email Segmentation System

Dynamic customer segmentation with zero-code weekly operation.

  • Campaign setup cut from 4 hours to 20 minutes
  • 7 customer segments kept current by the system
  • Duplicate sends ended: anyone already targeted is excluded
SaaS / ProductUser Feedback Analysis Agent
SaaS / Product

User Feedback Analysis Agent

Call feedback classified into prioritized, backlog-ready Jira items.

  • Feedback processing cut from 4 hours to about 20 minutes per call
  • Every discovery call routed into Jira after one approval click
  • Zero missed discovery calls