AI Services
Put AI to Work Across Your Marketing Stack
Your competitors are already using AI to personalize faster, predict churn before it happens, and turn raw data into revenue. McGaw applies AI directly to your analytics, customer data, and marketing automation, so your existing stack works harder and your team moves faster.
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What We Build
AI-Powered Solutions for Every Stage of Growth
We don't sell AI for AI's sake. Every engagement starts with your business goals and builds AI into the systems your team already uses. Analytics, CDPs, marketing automation, and experimentation platforms.
AI Analytics, Forecasting & Insight Layer
Build a reliable AI insight layer on top of your existing stack so leaders can see performance shifts early, forecast outcomes, and act with confidence.
- Unify marketing, product, and revenue data into one model.
- Detect anomalies before they become expensive problems.
- Forecast pipeline, revenue, and lifecycle trends.
- Generate plain-language insight summaries for faster decisions.
AI Customer Segmentation & Lifecycle Intelligence
Replace static audience definitions with living segments that update as behavior changes, so your team can target smarter and prioritize the right customer actions.
- Build behavioral segments that refresh automatically.
- Score churn risk, expansion potential, and customer value.
- Flag high-intent accounts for sales and lifecycle teams.
- Sync segments directly into CRM and activation platforms.
AI Lifecycle Marketing Automation
Move beyond rigid workflows with AI-enhanced lifecycle programs that personalize timing, messaging, and channels across onboarding, retention, upsell, and re-engagement touchpoints.
- Optimize send times, content variants, and channel mix.
- Automate journeys from onboarding through expansion.
- Adapt campaign logic in real time from behavior signals.
- Improve engagement, retention, and lifetime value.
AI-Driven Experimentation & Conversion Optimization
Turn experimentation into a repeatable growth engine using AI to prioritize tests, uncover hidden funnel friction, and connect conversion improvements directly to business impact.
- Instrument funnels with clean event-level tracking.
- Use AI to prioritize the highest-impact test opportunities.
- Run structured A/B and multivariate testing workflows.
- Tie conversion gains directly to pipeline and revenue.
Is This You?
Signs AI Can Transform Your Marketing Operations
You don't need a data science team or a seven-figure AI budget. If any of these sound familiar, you're ready to put AI to work.
Your team spends more time building reports than acting on them
AI-driven analytics can surface what matters automatically, freeing your team to focus on strategy and execution.
You're segmenting customers by demographics instead of behavior
Predictive segmentation identifies who's about to churn, who's ready to expand, and who your most valuable customers really are.
Lifecycle campaigns run on fixed rules and manual triggers
AI-enhanced automation adapts timing, messaging, and channel selection based on real user behavior, not static if-then logic.
You know your conversion rates could be better but can't find the leverage points
AI identifies high-impact optimization opportunities across your funnels that manual analysis would miss or take months to find.
Customer data lives in silos across your stack
A unified data infrastructure is the prerequisite for every AI use case. We build the foundation first so AI delivers real results.
Leadership is asking about AI but nobody owns the roadmap
McGaw bridges the gap between AI ambition and practical implementation, giving you a prioritized plan tied to measurable outcomes.
How We Work
From Data Foundation to AI-Driven Revenue
Every AI engagement follows a proven approach. We start with your data, identify the highest-impact use cases, build and deploy AI within your existing stack, then optimize based on real results.
AI Readiness Assessment
We audit your data infrastructure, marketing stack, and existing analytics to determine which AI use cases will deliver the most value for your specific business, and which foundations need to be in place first.
Use Case Prioritization & Strategy
We map AI opportunities to your growth goals and build a phased roadmap, starting with high-ROI quick wins, then scaling to more advanced use cases like predictive segmentation and real-time personalization.
Build & Deploy
Our team implements AI solutions directly within your existing tools, Segment, Amplitude, HubSpot, Braze, and your data warehouse, with no black-box platforms or vendor lock-in. You own everything we build.
Measure & Scale
We track revenue impact, model accuracy, and operational efficiency for every AI implementation. Then we iterate, improving models, expanding use cases, and scaling what works to drive compounding returns.
AI Readiness Assessment
A structured diagnostic that identifies where AI will deliver the most impact across your marketing and data operations.
Start Here
Find Out Where AI Will Move the Needle Fastest
Most companies know they should be using AI but don't know where to start, or which use cases will actually deliver ROI. Our Growth Systems Assessment includes an AI readiness evaluation that gives you a clear, prioritized roadmap specific to your stack, data maturity, and business goals.
- Evaluate your data infrastructure's readiness for AI use cases
- Identify the highest-ROI AI applications for your specific business
- Get a phased roadmap from quick wins to advanced implementations
- Understand exactly which tools and integrations are needed
Ready to Make AI Work for Your Marketing Team?
You don't need to hire a data science team or rip out your existing stack. McGaw applies AI directly to the analytics, customer data, and automation tools you already use, delivering measurable results in weeks, not quarters. Let's talk about where AI will have the biggest impact on your growth.
