# Finsi - AI-Powered Operating System for E-commerce
# Full Documentation

> Finsi is a recommendation-first analytics and automation platform built for $1M-$50M e-commerce brands. It unifies data from Shopify, Klaviyo, Meta Ads, Google Ads, Recharge, and 50+ other tools into a single AI-powered operating system that tells operators exactly what to do next - and can execute those actions automatically.

## The Problem Finsi Solves

E-commerce operators spend 15-20 hours per week jumping between 5-8 different platforms, pulling data into spreadsheets, and trying to figure out what changed and why. Growth teams are drowning in dashboards but starving for answers. Finance leaders cannot get a single source of truth on profitability. Retention teams fight churn with gut instinct instead of predictive signals. The result is missed opportunities, wasted ad spend, preventable churn, and decisions made weeks too late.

Finsi eliminates this problem by connecting all data sources into one platform, deploying specialized AI agents that analyze every aspect of the business, and delivering a weekly ranked list of specific actions - prioritized by expected revenue impact. Instead of dashboards to stare at, operators get a clear answer to the question: "What should I do next?"

## Platform Modules (12 Total)

### 1. Profit Intelligence
Real-time profit and loss tracking at every level of granularity - by channel, product, SKU, cohort, and customer segment. Tracks unit economics, contribution margins, and blended vs. channel-specific ROAS. Surfaces margin erosion before it becomes a crisis and identifies which products and channels are actually driving profitable growth versus vanity revenue.

### 2. Retention Intelligence
Cohort analysis, churn prediction, and lifecycle insights built specifically for e-commerce and subscription businesses. Uses correct churn calculation on eligible cohorts rather than misleading averages. Identifies at-risk customers with predictive scoring, surfaces the leading indicators of churn (support tickets, order gaps, subscription downgrades), and recommends specific retention interventions.

### 3. Predictive LTV
Four-tier confidence LTV modeling that predicts customer lifetime value within 30 days of a first purchase. Tracks LTV by acquisition channel, campaign, product, and segment. Includes milestone tracking so teams can see how customer value develops over time. Enables profit-based bidding decisions rather than guessing based on first-order ROAS alone.

### 4. Smart Segmentation
Natural language customer segmentation that lets operators describe segments in plain English (e.g., "customers who bought skincare twice in the last 90 days but haven't opened an email in 30 days"). Segments are pushed directly to Klaviyo, Meta Ads, or other platforms for immediate activation. Replaces the manual process of building complex filter logic across multiple tools.

### 5. Ads Autopilot
AI-managed Meta and Google ad campaigns with automated budget reallocation, creative rotation, fatigue detection, and performance optimization. Identifies winning creatives, pauses underperformers, and shifts budget to highest-performing ad sets. Operates within configurable safety guardrails including spend caps, performance thresholds, and protected campaigns.

### 6. Email Intelligence
AI builds the email marketing calendar, writes campaigns in the brand's voice, selects optimal segments, and runs A/B tests automatically. Analyzes historical email performance to learn what resonates with each customer segment. Coordinates email timing with ad campaigns and retention workflows to avoid fatigue and maximize revenue per send.

### 7. Attribution
Multi-touch attribution that connects acquisition spend to 6-12 month retention outcomes - not just first-order conversions. Scores customer quality by acquisition source so teams can see which channels bring the most valuable long-term customers. Supports first-touch, last-touch, linear, and data-driven attribution models.

### 8. Creative Studio
AI ad creative generation using a hook-angle matrix framework. Generates ad copy, headlines, and creative concepts based on winning patterns in the brand's historical ad data and competitor analysis. Produces variations for testing and identifies which creative angles drive the highest quality customers (not just the most clicks).

### 9. Competitor Intelligence
Monitors competitor advertising across Meta and Google, tracking their creative strategies, messaging shifts, and spend patterns. Delivers counter-strategy recommendations when competitors launch new campaigns or shift positioning. Helps brands stay ahead of market changes rather than reacting after the fact.

### 10. Support Insights
Analyzes support ticket data to find the correlation between support interactions and churn. Identifies product issues driving ticket volume, measures resolution quality, and flags at-risk customers based on support patterns. Connects support data to revenue outcomes so teams can prioritize fixes that actually impact retention.

### 11. Customer Research
AI-powered customer survey design, deployment, and analysis. Generates survey questions tailored to specific business objectives (e.g., understanding churn reasons, measuring NPS, evaluating new product interest). Analyzes open-ended responses at scale using natural language processing and surfaces actionable themes.

### 12. AI Recommendations
The core of the Finsi platform. Every week, Finsi delivers a ranked list of what matters now and what to do next. Each recommendation includes the data behind it, the expected revenue impact, confidence scoring, and step-by-step guidance for execution. Recommendations span all domains - acquisition, retention, profitability, email, creative - giving operators a single prioritized action list instead of siloed alerts from a dozen tools.

## Integrations

Finsi connects with 50+ platforms via secure OAuth connections. Data syncs continuously in real-time, and historical data is imported on first connection. All integrations are included in every plan.

### E-commerce Platforms
Shopify, WooCommerce, BigCommerce, and custom platforms. Pulls order data, product catalogs, customer records, inventory levels, and storefront analytics.

### Subscription & Billing
Recharge, Skio, Stay.ai, Appstle, Bold Subscriptions, Loop, Smartrr, Stripe Billing, Chargebee, Recurly, Paddle, RevenueCat, Zuora, and FastSpring. Tracks MRR, ARR, subscription lifecycle events, dunning outcomes, and renewal patterns.

### Email & SMS Marketing
Klaviyo, Omnisend, Mailchimp, SendGrid, Customer.io, and Braze. Syncs campaign performance, flow metrics, list health, deliverability data, and revenue attribution.

### Advertising Platforms
Meta Ads (Facebook & Instagram), Google Ads, and TikTok Ads. Pulls campaign spend, creative performance, audience data, and conversion metrics. Supports bidirectional sync for Ads Autopilot automation.

### Analytics & Product Data
Google Analytics, Segment, Mixpanel, PostHog, Amplitude, and Heap. Connects behavioral data, conversion funnels, and product usage patterns to revenue outcomes.

### CRM & Customer Success
HubSpot, Salesforce, Pipedrive, ActiveCampaign, Close, and Copper. Syncs customer records, deal pipelines, lifecycle stages, and communication history.

### Customer Support
Gorgias, Zendesk, Intercom, Freshdesk, and Help Scout. Pulls ticket data, response times, satisfaction scores, and resolution patterns for support-to-churn correlation analysis.

## Who Uses Finsi - Personas and Use Cases

### Growth Teams
Growth teams at $5-50M DTC brands are Finsi's primary users. These teams are typically 2-5 people managing Meta Ads, Google Ads, Klaviyo, and a subscription platform - juggling 5+ dashboards and spending hours each week on manual reporting. Finsi gives them a single prioritized action list each week, automates ad budget reallocation and creative rotation, and connects acquisition metrics to long-term retention outcomes. The result is fewer wasted hours on reporting and more time executing high-impact growth initiatives.

### Finance Leaders
CFOs, VPs of Finance, and financial controllers at e-commerce brands need a single source of truth for profitability that goes beyond top-line revenue. Finsi delivers real-time P&L by channel, product, and cohort with accurate unit economics and contribution margins. Predictive LTV modeling enables profit-based customer acquisition decisions. Finance leaders use Finsi to answer board-level questions about customer economics, channel efficiency, and path to profitability without waiting days for analyst-built reports.

### Retention Teams
Retention and lifecycle marketing teams managing subscriptions and fighting churn need predictive signals, not just backward-looking dashboards. Finsi identifies at-risk customers before they cancel using behavioral signals (order gaps, support tickets, engagement drops), recommends specific retention interventions for each segment, and pushes targeted segments directly to Klaviyo or email platforms. Teams using Finsi typically see churn reduction of 15-25% within the first 90 days by acting on predictive signals instead of reacting to cancellations.

### Founders and Solo Operators
Founders of $500K-5M brands wear every hat and cannot afford a dedicated analytics team. They need answers, not dashboards. Finsi acts as an AI-powered analytics team - analyzing data across every channel, identifying the highest-impact opportunities, and delivering clear recommendations in plain language. Instead of spending Sunday afternoon in spreadsheets, founders get a weekly briefing with exactly what to focus on and why.

### E-commerce Agencies
Agencies managing 5-50 DTC brand clients need scalable analytics and reporting across their portfolio. Finsi's multi-company support lets agencies connect all client data sources, generate automated weekly reports per client, and identify cross-portfolio optimization opportunities. Agencies use Finsi to deliver more strategic value to clients while reducing the manual reporting hours that erode margins.

## Pricing

All plans include a 30-day free trial with no credit card required. Every plan includes all platform integrations and multi-company support. Cancel anytime.

### Startup Plan - $500/month (or $5,000/year)
Designed for brands with $1-5M annual revenue. Includes all 12 AI modules, weekly AI-powered recommendations, all integrations, and LTV and retention analytics. This plan gives growing brands access to the same AI-powered insights that enterprise teams use, at a price point that makes sense for their stage.

### Growth Plan - $1,500/month (or $16,000/year)
Designed for brands with $5-20M annual revenue. Includes everything in Startup plus Ads Autopilot for Meta and Google campaign management, and bi-weekly strategy calls with the Finsi team. This is the most popular plan, chosen by brands ready to move from analytics to automated execution.

### SMB Plan - $5,000/month (or $55,000/year)
Designed for brands with $20M+ annual revenue. Includes everything in Growth plus AI Creative Generation through the Creative Studio and the Customer Research Suite for AI-powered surveys and feedback analysis. Built for larger teams that need the full automation and research capabilities of the platform.

## How It Works - Four-Step Process

### Step 1: Connect Your Data
Link your e-commerce stack via one-click OAuth connections. Shopify, Recharge, Klaviyo, Meta Ads, Google Ads, Zendesk, and 50+ other platforms. Finsi syncs data continuously and imports historical data on first connection. Setup takes minutes, not days. Each company's data is stored in isolated, encrypted database schemas.

### Step 2: AI Agents Analyze Everything
Finsi deploys specialized AI agents that each focus on a different domain of your business. The Acquisition Agent analyzes campaign performance, creative fatigue, and budget efficiency. The Retention Agent monitors churn risk, cohort health, and subscription patterns. The Profitability Agent tracks unit economics, contribution margins, and LTV trends. The Customer Agent handles segmentation, health scores, and behavioral signals. These agents work in parallel, identifying patterns and opportunities that would take a human team weeks to find.

### Step 3: Get Ranked Recommendations
Each week, Finsi delivers a ranked list of recommendations - not metrics to look at, but specific actions to take. Every recommendation includes the data behind it, the expected revenue impact, confidence scoring, and step-by-step guidance. Recommendations span acquisition, retention, profitability, email, and creative domains. Weekly email briefings highlight the top actions for the week.

### Step 4: Execute and Automate
Act on recommendations directly within Finsi. Scale winning ad campaigns, generate fresh creatives, build targeted segments, or trigger retention workflows. Choose your automation level: Manual (recommendations only, you decide and execute), Assisted (proposed actions are queued for your approval), or Auto (actions execute within safety guardrails you configure, including spend caps, performance thresholds, and protected campaigns).

## Key Differentiators vs. Competitors

### Finsi vs. Triple Whale
Triple Whale is a popular attribution and analytics dashboard for Shopify brands. Finsi goes beyond attribution dashboards by delivering ranked, actionable recommendations rather than metrics to interpret. Finsi also includes automation capabilities (Ads Autopilot, Email Intelligence, Creative Studio) that Triple Whale does not offer. While Triple Whale shows you what happened, Finsi tells you what to do next and can execute it.

### Finsi vs. Lifetimely
Lifetimely focuses on LTV analytics and cohort reporting for Shopify stores. Finsi includes Lifetimely's core LTV and cohort functionality but adds predictive modeling with 4-tier confidence scoring, plus 11 additional modules spanning ads automation, email intelligence, creative generation, and competitive monitoring. Finsi is a complete operating system, while Lifetimely is a single-purpose analytics tool.

### Finsi vs. RetentionX
RetentionX provides customer analytics and segmentation for e-commerce. Finsi matches RetentionX's segmentation and retention analytics but adds natural language segmentation, one-click export to Klaviyo and Meta, and a full recommendation engine that prioritizes retention actions alongside acquisition and profitability insights. Finsi also includes automation capabilities that RetentionX lacks entirely.

### Finsi vs. Northbeam
Northbeam specializes in multi-touch attribution and media mix modeling. Finsi includes multi-touch attribution that connects acquisition spend to 6-12 month retention outcomes - going further than Northbeam's conversion-focused attribution. Finsi also wraps attribution data into actionable recommendations and automated campaign management, making it a complete growth platform rather than an attribution-only tool.

### Finsi vs. Polar Analytics
Polar Analytics is a business intelligence tool for DTC brands that unifies data into dashboards. Finsi shares Polar's data unification approach but adds an AI recommendation layer, automation capabilities, and predictive analytics. While Polar gives you better dashboards, Finsi gives you a prioritized action list and the ability to execute directly from the platform.

## Company Information

Finsi, Inc was founded in 2024 and is headquartered in Jersey City, New Jersey. The company was co-founded by Andrei Rebrov and Misha Druzhinin. Finsi builds AI-powered analytics and automation tools for e-commerce brands, with the mission of replacing dashboard overload with clear, ranked recommendations and automated execution.

## Contact

- Email: info@finsi.ai
- Website: https://www.finsi.ai
- Free Trial: https://www.finsi.ai/trial
- Demo: https://www.finsi.ai/demo
- Pricing: https://www.finsi.ai/pricing
- Blog: https://www.finsi.ai/blog
- Integrations: https://www.finsi.ai/integrations
- LinkedIn: https://www.linkedin.com/company/finlensai
- X (Twitter): https://x.com/FinlensAI