Coming This Fall • In Active Development

Others stare at charts,your AI experts are improving your business.

EdenLM turns scattered data signals into Insights that seed Objectives with certified metrics, driver maps, and guardrailed plays. Keep your stack, get board-safe numbers, predictable costs, and weekly proof of impact.

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Anywhere Your Data Goes

Bring AI next to your warehouse with policy-aware access. Connect any database, SaaS, or spreadsheet. EdenLM speaks your data's language.

PostgreSQL
MySQL
BigQuery
Snowflake
Redshift
SQLite
Oracle
CSV
Excel
PayPal
Stripe
PostgreSQL
MySQL
BigQuery
Snowflake
Redshift
SQLite
Oracle
CSV
Excel
PayPal
Stripe
The Hidden Crisis

Everyday reality:
messy data everywhere, clarity nowhere

Your teams are brilliant. Your tools are powerful. Yet somehow, every decision feels like archaeology, digging through layers of conflicting and messy data to find a truth that should be obvious.

Data Silos

Billing, product, CRM, GL. Each system tells a different story about the same customer.

5+ disconnected sources

Analysis Lag

By the time you get answers, the opportunity has passed or the problem has grown.

Days to weeks delay

Metric Chaos

Board, finance, and product each calculate MRR differently. Who's right?

3+ versions of truth

Analysis Paralysis

Every question spawns ten more. Threads multiply but decisions don't.

100+ dashboards, 0 clarity

The Hidden Cost of Data Chaos

60%
of time wasted
preparing data¹
$12.9M
average annual cost
of bad data quality²
10-15
days average time to
board-ready metrics³
75%
of executives don't trust
their own data⁴

When "more data" stops helping

Missed quarter, conflicting dashboards, meetings about meetings. The lowest point isn't a lack of data; it's a lack of trusted momentum.

Symptom

Three teams, three answers. No shared definition of win.

Cost

Lost weeks to reconcile and explain instead of improving.

Lesson

You don't need more charts. You need a decision rhythm with receipts.

What a Weekly Review looks like

Insight (agent)

Shows ≥1.75× beyond normal cadence are 3.2× likelier to churn

Evidence-linked with receipts (definitions, SQL, lineage). Segment filters and cohort notes included.

Your move

Promote to Objective or Hypothesis: "A 'returning after a break' nudge cuts churn 10-15%."

Experiment: target at-risk cohort; KPIs: resume-publish (14d), churn (60d); guardrails: complaint rate; owner + timeline set.

Outcome: Resumption +11.4%, churn −9.7% vs control: approved rollout.

Snapshot
Time-to-Trust< 2 hours
Initiatives running5 (2 Product, 2 RevOps, 1 CS)
Weekly deltas
NRR +1.8%•DSO −4.2%
Activation +7.1%
ReceiptsDefinitions • SQL • Lineage • Samples
Export to:
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A different choice: from dashboards to decisions

EdenLM acts like a prism for your data, offering one vantage point with receipts, specialist agents that propose guardrailed plays, and a weekly rhythm where you approve what ships.

  • One source of truth: certified metrics with definitions, SQL, lineage, samples.
  • Specialist agents: real exec roles with guardrails, RAG-backed citations, and abstain-by-default.
  • You decide: promote Insights to Objectives, experiments, or goals, and then we prove it weekly.
See how it works
EdenLM UI Example

Click to explore the interface

Superior agentic intelligence

Autonomous discovery: Finds and connects data across databases, SaaS, and spreadsheets with minimal setup.
Entity intelligence: Understands customers, products, and other entities, tracking relationships and behavior.
World-class analysis: One of the smartest analysts, delivering insights in hours instead of weeks.
Our North Star Vision

Building Business Super-intelligence

A closed-loop system that analyzes data, identifies improvements, deploys them, measures impact, and learns every cycle.

Autonomous Intelligence

Specialist agents learn your business, test ideas with guardrails, and recommend actions so you move from reports to decisions to results.

Perfect Truth

Every metric and recommendation is traceable across definitions, SQL, lineage, and assumptions, so you can audit the reasoning and trust the call.

Exponential Impact

As the system learns from your data and decisions, your advantage compounds with faster cycles, clearer bets, and better outcomes.

Every team that joins EdenLM helps accelerate the path to BSI. We commit to turning that learning into real, measured improvement that benefits everyone.

Be Part of the FutureSee How It Works Today

Why teams using EdenLM outperform

Transform your data chaos into competitive advantage with AI that actually ships improvements

10x Insight Bandwidth

Always-on agents analyze product, billing, CRM, GL, and usage data 24/7. Surface high-value findings you'd never catch manually.

Finding: 23% churn spike in segment A...
Opportunity: $127K expansion potential...
Active Analysis847 data points/sec

2hr Time-to-Trust

Board-defensible metrics in hours, not weeks. Every number comes with receipts showing exact calculations, lineage, RAG-backed citations, and confidence grades.

Metric Verification
SourceTransformCertified

1-Click to Impact

Promote findings to tracked initiatives instantly. Watch improvements compound week after week with automated impact measurement.

Active Initiatives7

+23%

Conv.

-2.1%

Churn

+$47K

MRR

Compound Learning

Weekly improvement rhythm builds a proprietary playbook of what works for YOUR business.

Zero Noise

Every proposal includes evidence, impact projections, and guardrails, and abstains by default when signal is low. You decide, not debug.

High Signal

Connected Intelligence

Pricing affects NRR, cadence impacts churn, pipeline drives cash. Dots connect automatically.

Join the waitlist

Launching this Fall. We're in active development and onboarding design partners.

By joining, you agree to receive occasional updates. Unsubscribe anytime.

Frequently Asked Questions

How is this different from BI or an AI Copilot?

BI visualizes; Copilots answer questions. EdenLM improves: agents propose initiatives, you approve, and the platform proves outcomes weekly with Receipts.

Do I need to clean up my data first?

No. Business data always gets messy - and that's OK. With EdenLM, you do not need to clean up messy data. Our agents reconcile incomplete or conflicting sources and still deliver reliable answers.

Do I need a data team?

No. Start with a few sources or CSVs. EdenLM certifies metrics quickly and shows its work.

Can I control noise?

Yes. Every proposal includes evidence, expected impact, and guardrails. You choose what to run.

Is EdenLM production-ready?

We're building rapidly and onboarding design partners. Launching this Fall. Join the waitlist for early access.

How It Works

Four steps to Business Super-intelligence

Unify truth, propose actions, deploy safely, measure impact, repeat.

1

Unify

Connect your data sources once. We handle schemas, relationships, and real-time sync automatically.

~30 min setup
2

Analyze

AI agents learn your business, test hypotheses with guardrails, and surface insights with full receipts and RAG-backed citations.

24/7 analysis
3

Decide

Review findings weekly. Promote the best to Objectives, experiments, or goals. You choose what ships.

Weekly cadence
4

Track

Measure impact automatically. See weekly ROI, what worked, what didn't, and what to try next.

Proven lift
Day 0
Connect sources
Day 1
First insights
Week 1
First decisions
Month 1
Measurable impact

Built for high-stakes moments

When you need trusted answers, fast time-to-impact, and weekly proof.

Fundraising & M&A

Board-ready metrics in 48 hours, not weeks

Growth Strategy

Test pricing, expansion, and product moves with data

Churn Prevention

Catch risks before they become departures

Weekly Business Review

Replace chaos with clarity every Monday

See all use cases
Security & Trust

Built with Data Governance & Security in Mind

Your data never leaves your control. Deploy next to your warehouse (VPC) with policy-aware access. Receipts on every answer with RAG-backed citations, confidence grades, and abstain-by-default for low-signal queries.

SOC 2 Type II Certification

We're actively pursuing SOC 2 Type II certification as part of our production roadmap. This demonstrates our commitment to the highest standards of security, availability, processing integrity, confidentiality, and privacy.

In ProgressTarget: Q4 2025Transparent Updates

Complete Data Governance

Your data stays yours. Read-only access, field-level encryption, PII masking, and comprehensive audit logs ensure complete control and compliance with GDPR and CCPA. Deploy in your VPC next to your warehouse with policy-aware access.

GDPR ReadyCCPA CompliantHIPAA CompatiblePolicy-aware AccessVPC AdjacentRAG CitationsAbstain-by-Default

Stop watching. Start shipping.

Skip the consulting marathon. Keep your stack, get board-safe numbers, predictable costs, and weekly proof of impact.

Get Early AccessorSee detailed walkthrough
Limited spots for Fall 2025 launch