AI-Augmented Customer Insights
You have customer data. You probably have too much of it. We use AI to turn it into something you can actually act on — segment summaries, lifetime value scores, churn signals, and weekly insights you'll read in 5 minutes. Built on your data. Honest about what AI can and can't do.
AI-Augmented
Realistic, not over-promised
Any source
CRM, eCom, app, custom DB
Weekly briefs
Read in 5 min, every Monday
Free 30-min audit. We connect to your customer data (read-only), find 3 patterns hidden in your top 100 customers, share them on the call.
Sarah M.
sarah.m@example.com
47
Orders
$3,420
LTV
94
Score
AI Insight
Top 5% by lifetime value. Last ordered 3 days ago. Strong reorder pattern. Recommend VIP outreach this month.
30-Day Activity
The Insight
You're collecting it. You're storing it. You're occasionally looking at dashboards. But the real questions are still answered with gut feel.
"
Who are my best customers, really?
Not by single-purchase value. By LTV, retention, advocacy, and category mix. The ones who'll be here in 3 years.
Right now, you guess. We make it knowable.
"
Which customers are about to churn?
They don't unsubscribe — they just stop opening emails, then stop ordering. By the time you notice, they're gone.
Right now, you guess. We make it knowable.
"
What patterns repeat across my best wins?
What did your top 100 customers do in their first 30 days that the bottom 100 didn't? That's a playbook hiding in your data.
Right now, you guess. We make it knowable.
"You don't need a 6-month ML project to answer these. You need AI applied carefully to data you already have. That's what we do."
Six Lenses
Each lens answers a different business question. Together, they give you the full picture.
AI scores every customer on lifetime value and concentration risk. Find the 20% driving 80% — and the dangerous over-dependency hiding inside it.
What You'll Know
AI matches every customer to the channel that brought them in, then calculates true cost vs lifetime return. Stop wasting ad spend on channels that don't pay back.
What You'll Know
AI watches for early signals of churn — declining engagement, longer order gaps, support friction. Catches at-risk customers 60–90 days before they leave.
What You'll Know
AI maps every customer's path from acquisition through their entire lifecycle — see where they activate, where they stall, where they exit.
What You'll Know
AI learns from past purchase patterns to surface cross-sell opportunities and predict next-purchase behavior — before customers even ask.
What You'll Know
AI reads thousands of reviews, support tickets, and survey responses to surface themes you'd never spot manually — promoters, detractors, complaint patterns.
What You'll Know
Real Decisions
Customer Intelligence isn't a dashboard. It's a list of real business decisions you can finally make with confidence.
Know which channel actually makes money
True LTV:CAC ratio per channel — stop overpaying for Meta when Email is doing the work.
Build a VIP program backed by real data
Identify top 20% by margin-adjusted lifetime value — not just gross revenue.
Catch churning customers 90 days early
AI flags drop-off signals before customers go silent.
Time email campaigns to peak buy intent
Know exactly when each customer is most likely to come back — and land in their inbox then.
Stop discounting to people who'd pay full price
Identify discount-dependent customers vs full-price buyers — promote selectively.
Find hidden customer segments worth targeting
AI surfaces behavioral clusters you'd never spot in a dashboard.
Win back dormant customers worth winning back
Score reactivation likelihood — stop wasting offers on the unreachable.
See the truth in cohort retention
Are your January 2026 customers sticking around longer than January 2025 customers? Diagnose business health.
Build product bundles that actually sell
Find which products are bought together — even ones you'd never have guessed.
Recommend the next product before they ask
Predict what each customer will probably buy next, based on similar customers' patterns.
Spot dangerous customer concentration risk
If one customer is 30% of revenue, AI flags it — and suggests how to diversify.
Know your true cost per customer
Some 'big spenders' lose you money after returns and support. Find out which.
Cut the time to second purchase
Know exactly when most customers come back for round 2 — and intervene before that window closes.
Find your activation drop-off cliff
See where new customers go cold in their first 30 days — fix the leak.
Activate your promoters, fix your detractors
AI segments NPS responses and recommends actions per group.
Read 5,000 reviews in 30 seconds
AI surfaces themes, complaints, and praise across all customer feedback.
Know which marketing channels are saturating
CAC trending up on a channel? AI flags saturation before you waste another month's budget.
Find lookalikes of your best customers
AI builds an ideal-customer profile from your top spenders — feed it to ad platforms.
See category penetration per customer
Know which customers buy across many categories vs sticking to one — sell deeper.
5 categories penetrated
Map the full customer journey end-to-end
From first-touch to repeat purchase to advocacy — see every step and where it breaks.
Score every account's health (B2B)
For B2B businesses — know which accounts are healthy and which are silently drifting before renewal.
Find expansion-ready accounts (B2B)
Stop pitching upsells to wrong accounts — AI scores expansion readiness.
Track sentiment trends over time
Is customer satisfaction rising or slipping? See it trend across reviews, tickets, and surveys.
Develop personas grounded in real data
Turn customer data into 4–6 named personas your team can actually picture and build for.
4 personas mapped
Know which channel actually makes money
True LTV:CAC ratio per channel — stop overpaying for Meta when Email is doing the work.
Build a VIP program backed by real data
Identify top 20% by margin-adjusted lifetime value — not just gross revenue.
Catch churning customers 90 days early
AI flags drop-off signals before customers go silent.
Time email campaigns to peak buy intent
Know exactly when each customer is most likely to come back — and land in their inbox then.
Stop discounting to people who'd pay full price
Identify discount-dependent customers vs full-price buyers — promote selectively.
Find hidden customer segments worth targeting
AI surfaces behavioral clusters you'd never spot in a dashboard.
Win back dormant customers worth winning back
Score reactivation likelihood — stop wasting offers on the unreachable.
See the truth in cohort retention
Are your January 2026 customers sticking around longer than January 2025 customers? Diagnose business health.
Build product bundles that actually sell
Find which products are bought together — even ones you'd never have guessed.
Recommend the next product before they ask
Predict what each customer will probably buy next, based on similar customers' patterns.
Spot dangerous customer concentration risk
If one customer is 30% of revenue, AI flags it — and suggests how to diversify.
Know your true cost per customer
Some 'big spenders' lose you money after returns and support. Find out which.
Cut the time to second purchase
Know exactly when most customers come back for round 2 — and intervene before that window closes.
Find your activation drop-off cliff
See where new customers go cold in their first 30 days — fix the leak.
Activate your promoters, fix your detractors
AI segments NPS responses and recommends actions per group.
Read 5,000 reviews in 30 seconds
AI surfaces themes, complaints, and praise across all customer feedback.
Know which marketing channels are saturating
CAC trending up on a channel? AI flags saturation before you waste another month's budget.
Find lookalikes of your best customers
AI builds an ideal-customer profile from your top spenders — feed it to ad platforms.
See category penetration per customer
Know which customers buy across many categories vs sticking to one — sell deeper.
5 categories penetrated
Map the full customer journey end-to-end
From first-touch to repeat purchase to advocacy — see every step and where it breaks.
Score every account's health (B2B)
For B2B businesses — know which accounts are healthy and which are silently drifting before renewal.
Find expansion-ready accounts (B2B)
Stop pitching upsells to wrong accounts — AI scores expansion readiness.
Track sentiment trends over time
Is customer satisfaction rising or slipping? See it trend across reviews, tickets, and surveys.
Develop personas grounded in real data
Turn customer data into 4–6 named personas your team can actually picture and build for.
4 personas mapped
These are decisions you make every week. We make them data-driven instead of gut-driven.
We're Honest
Customer AI is hyped to the point of disbelief. We'd rather tell you upfront what we don't promise — so you can decide if our scope is right.
What We Don't Promise
We don't promise PhD-level predictive models.
We use modern LLMs (Claude, GPT-4) and rule-based statistical methods to give you useful, actionable insights — not enterprise-grade ML production. If you need real-time fraud detection or recommendation engines at Amazon scale, that's a different product class. We'd refer you out.
What We Don't Promise
We don't promise to predict the future.
We score CURRENT customers based on patterns in PAST data. We surface signals — at-risk, high-LTV, dormant. We do NOT predict next quarter's revenue, model market shifts, or do macroeconomic forecasting. Those are different problems.
What We Don't Promise
We don't promise to replace your judgment.
AI surfaces patterns. Humans make decisions. The weekly brief gives you signals — what to investigate, who to reach out to, where to invest attention. The actual decisions stay yours. AI augments your team. It doesn't replace them.
"We'd rather you sign up understanding what you're getting than oversell and lose your trust later."
We're upfront about who this serves best.
Where there's enough data to find patterns and enough revenue at stake to act on them.
What every team asks before signing up.
Free 30-min audit. We connect to your customer data (read-only), find 3 patterns hidden in your top 100 customers, share them on the call. Yours to keep.