EdenLM - the Product

All the details in one place: features, use cases, and solutions.

Powerful Features

Transform scattered data into strategic advantage with AI-powered insights that catch opportunities you'd miss

Natural Language

Plain-English Data Queries

Ask business questions in natural language, like "Why did our churn spike last month?" and get accurate answers instantly, with charts, summaries, and drill-downs. No SQL or BI expertise needed.

"Show me revenue by customer segment..."
Universal Connect

Multi-Source Data Integration

Connect Stripe, BigQuery, SQL databases, CRMs, e-commerce platforms, or simply upload CSV/Excel files. EdenLM unifies scattered data into a single view.

Stripe BigQuery CRM EdenLM Unified View
Intelligent Analysis

AI That Works While You Sleep

Smart AI Agents for Insight Discovery

Our agents go beyond dashboards, they find meaning in scattered data, detect patterns, suggest narratives, and form hypotheses for improvements.

AI Expert selection: choose different personas for different tasks
AI Expert selection: pick a specialist persona per task
Pattern recognition active
Analyzing 847 data points...
3 insights discovered

Proactive Opportunity Detection

Instead of waiting for you to ask, EdenLM flags important shifts (e.g., "MRR down 4% in Germany, possible link to pricing change?") and suggests action plans.

Alert: Opportunity Detected

Cohort analysis shows 23% conversion uplift potential in segment A

Initiative & Metric Tracking

Once an improvement idea becomes an initiative, EdenLM automatically isolates relevant metrics, tracks them over time, and reports whether the initiative is delivering tangible business benefits.

Week 1

+2%

Week 2

+5%

Week 3

+8%

Scenario Simulation & Forecasting

Test "what if" changes before committing, shift budgets, adjust pricing, or alter retention strategies, and see projected business impact in seconds.

Price Adjustment +15%

Projected MRR

+$47K

Churn Risk

+0.3%

Reproducible & Transparent Analysis

Every insight comes with a documented workflow, underlying queries, transformations, and sources, building trust and making audits (e.g., M&A prep) fast and verifiable.

Verified Analysis #2847

SQL: SELECT DATE_TRUNC('month'...

Data lineage tracked • 3 sources

Zero to Insight

Start Fast, Learn Continuously

Under 5 minutes

Instant Time-to-Value

From signup to actionable insight in under 5 minutes. Auto-analysis suggestions on first data upload ensure zero "blank page" moments.

1
2
3

Auto-generating insights...

🧠 Adaptive AI

Personalized Memory

EdenLM remembers your past questions, context, and business priorities, enabling more accurate and tailored insights over time.

Remembered

Prefers cohort analysis for churn metrics

Context

Focus on German market expansion

Learning

Analyzing question patterns...

Ready to transform your data into strategic advantage?

Get Early Access

Business data always gets messy. And that's OK.

With EdenLM, you do not need to clean up your messy data. Our platform and AI experts work through unclear relationships and conflicting sources to deliver coherent, trusted answers.

Messy data? No problem. EdenLM still works like a charm.

Use Cases

When the clock is ticking and precision matters. From fundraising to risk management, EdenLM delivers results when you need them most.

Mission Critical

High-Stakes Moments, Delivered

48 Hours

VC Round-Ready in 48h

Transform scattered data into investor-grade metrics & narrative pack with Receipts. Then seamlessly convert to weekly business reviews with same definitions, zero rework.

Hour 0-12 Data Integration

Connect Stripe, databases, CRM

Hour 12-36 Analysis & Metrics

AI generates certified metrics

Hour 36-48 Investor Pack

Board-ready narrative with receipts

Result ✓ Series B Closed
100 Days

M&A Diligence → 100-Day Review

From diligence pack to post-close KPIs, synergies, and risk flags. Track integration success with weekly automated reviews.

Integration Progress Day 67 of 100
Systems Integration 85%
Team Alignment 92%
Synergy Realization 73%

Revenue Lift

+23%

Cost Synergies

$2.3M

Risk Flags

2

Always On

Continuous Communication & Monitoring

Board / Investor Narratives

Auto-generated, always current

LIVE

What changed, why, what's next. Export to Notion/Slides. Numbers you can forward with confidence.

Q4 Performance Update
3 min ago

Revenue exceeded guidance by 14%

CAC payback period extended to 14 months

Launching efficiency initiative in Q1

Runway & Cash Early-Warning

Predictive cash management

ALERT

Collections optimization, spend trims, ARR pull-forward strategies before the crunch hits.

Cash Runway Projection Updated hourly
Jan Apr Jul Oct

Current Runway

7.2 months

Burn Rate

$420K/mo

Actions Available

+3.1 months

💡 Suggested Action

Accelerate Q1 renewals for +$180K immediate cash

Risk & Optimization

Prevent Loss, Maximize Growth

Churn Risk & Save Plays

Cohort-based risk signals, targeted nudges, and measurable save campaigns.

At-Risk Accounts Real-time
Enterprise Client A
Critical $45K/mo
Mid-Market Cohort
Warning 12 accounts

Save Play Success Rate

73%

Saved

19%

Pending

8%

Lost

Pricing & Packaging Step-Ups

Willingness-to-pay analysis, safe price tests with guardrails and impact tracking.

Price Sensitivity Analysis
Starter Tier
$99 → $119

85% retention probability

Pro Tier
$499 → $599

92% retention probability

Projected Impact 90-day forecast

Revenue Lift

+$127K

Churn Impact

+0.3%

See how EdenLM transforms your critical business moments

Start Your Journey

Solutions by Role

Every team member becomes a data superhero. Tailored insights, workflows, and superpowers for your entire organization.

Strategic Leadership

Command Center for Executives

Executive

RevOps Director

Complete revenue visibility from first touch to expansion. Unify pipeline, revenue, and retention metrics with AI-powered forecasting.

Pipeline

$3.2M

NRR

127%

↑ 8%

Forecast

92%

AI: "Q4 pipeline velocity up 23%, close rate trending to beat forecast"
Finance

FP&A Partner

What-if scenarios in seconds. Model hiring gates, burn rate optimization, and unit economics with real-time guardrails.

Scenario: Aggressive Growth
Headcount
+25
Burn Rate
$520K

Runway

14mo

Break-even

Q3'25

LTV/CAC

3.2x

Analytics & Insights

Data Science Superpowers

Data Scientist

Causal inference, cohort analysis, and statistical significance with built-in guardrails.

Correlation Matrix r=0.87
P-value: 0.003 (significant)
Analyzing 50K data points...

Product Analyst

Activation funnels, adoption curves, retention loops, and growth hypotheses testing.

Signup: 100%
Activate: 85%
Engage: 60%
Convert: 45%

↑ 12% conversion lift detected

Pricing Strategist

Price elasticity, packaging optimization, promo cadence, and safe step-up testing.

Starter

$99

85% take

Pro

$299

12% take

Enterprise

Custom

3% take

15% price increase viable
Revenue Operations

Revenue Engine Optimization

Customer Success Director

Health scores, churn prediction, save plays, and expansion opportunity detection.

At Risk

12

Healthy

247

Expand

38

Sales Operations

Pipeline hygiene, deal slippage alerts, next-best actions, and win rate optimization.

3 deals need attention
Pipeline velocity: 42 days

Auditor / M&A Specialist

Investor-grade metrics with full receipts, diligence packs, and compliance reporting.

Audit Readiness 100%

Cash-Flow Guardian

Runway monitoring, DSO optimization, collections automation, and spend lever identification.

Runway: 18mo
DSO: 42d
Burn: $380K

Empower every role with AI-driven insights tailored to their needs

Transform Your Team

Frequently asked questions

How long does setup take?

Most teams are up and running in under 2 hours. Connect your data sources, define key metrics, and start seeing insights immediately.

Is my data secure?

Absolutely. We're SOC 2 Type II certified, use end-to-end encryption, and only require read-only access to your data. Your data never leaves your control.

Do we need to clean up messy data first?

No. Business data always gets messy and that's OK. EdenLM reconciles messy, incomplete, or conflicting sources and still produces reliable answers with receipts.

What data sources do you support?

We connect to all major databases (PostgreSQL, MySQL, BigQuery, Snowflake), payment processors (Stripe, PayPal), CRMs (Salesforce, HubSpot), and even CSV/Excel files.

How is this different from a BI tool?

BI tools give you dashboards. EdenLM gives you decisions. Our AI agents analyze continuously, propose initiatives, and track outcomes - turning data into action.

Can I try before committing?

Yes! Our pilot program lets you prove value with your actual data before scaling. Most teams see meaningful insights within the first week.