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PUBLIC BETA · STOP LOSING THE WHY

Last quarter, your team made hundreds of decisions.
You can't find a single one.

That's the cost of not capturing your collaborative intelligence.

Ask yourself —
?

If decisions got a final read like emails do, how many improvements would they have?

?

How much time disappears redoing analysis your team already did?

?

How many of today's decisions can no longer trace back to the business question behind them?

?

How many "we've always done it this way" would survive an audit?

Learning Nodes turns the business layer into the protagonist. Visible, navigable, and collaborative.

WHERE YOUR DECISIONS LIVE TODAY

Your decisions are trapped in
Spreadsheets.

Drop in the mess. One workspace pulls the right evidence and people together — and produces a decision your team can actually defend.

DECISIONS ARE HIDDEN IN ASSETS TODAY

📊 Spreadsheet

Q3_margin_analysis_v7_FINAL.xlsx

✉️ Email

Re: Re: Re: Settlement spike followup from last week

📝 Meeting Notes

Action: someone should look into attribution model options

# Slack

"Did we ever decide on the low-margin SKU thing?"

ASSETS SHOULD SIT WITHIN THE DECISION

QUESTIONCommercial · FMCG

Should we discontinue the low-margin SKUs in Tier 2 markets?

SKU rationalizationMargin analysisTier 2

ASSETS

📊 Margin report📈 SKU performance📝 Retailer terms

DECISION

✓ COMMITTED

Discontinue 12 SKUs, retain 3 with renegotiated terms.

What you keep

Turn strategy into simplicity.

Five checkpoints. One workspace. One record your team keeps.

THE CAPTURE FLOW
1
Situation
Drop in the mess
2
Question
Scope locks
3
Constraints
Boundaries set
4
Stakeholders
Right people in
5
Evidence
Evidence linked
The process stays out of your way.
Just drop in what's on your mind.
The result →
A decision record your team keeps.
Owner. Rationale. Evidence. Audit trail.
✓ COMMITTED
Discontinue 12 lowest-margin LATAM SKUs. Retain 3 with renegotiated terms.
OWNER
Sofia M.
EVIDENCE
3 linked items
CONFIDENCE
High
DATE
25 Mar 2025
RATIONALE
Margin analysis confirms 12 SKUs operate below 8% contribution. Evidence from regional VP and renegotiation memo supports selective retention of 3 units.
What connects

Have a deep understanding of how your organizational intelligence flows.

Every decision your team makes is saved with the full reasoning. You stop starting from zero every quarter.

THIS QUARTER
47questions auto-linked to prior decisions
31hof meeting time avoided
2.4avg precedents surfaced per new question
YOUR COMPANY'S DECISIONS · BY DOMAIN
Click any node → see its full Decision Record
Purple lines show where decisions in one domain lean on another.
COMMERCIAL
3 decisions
OPERATIONS
2 decisions
PRODUCT
1 decisions
FINANCE
2 decisions
PEOPLE
1 decisions
precedent
constraint
constraint
precedent
informs
Pricing tiers
Q2 '24 · DM
Tier-1 SKU cuts
Q4 '24 · Sofia M.
CURRENT · LATAM SKU cut
today · Marisol P.
Retailer terms
2023 · Diego R.
Vendor consolidation
Q3 '24 · Diego R.
Deprecate legacy API
Q1 '25 · Camila T.
AWS renewal
Q3 '24 · Jorge P.
Settlement spike
Q1 '25 · Mateo L.
Hiring freeze
Q1 '25 · Elena R.
IN ACTION
When Marisol asked about LATAM SKU cuts, Learning Nodes surfaced Sofia's 2024 SKU work, flagged two conflicts with Diego's retailer terms, and looped in Jorge from Finance. All before the meeting.
The exec's view

See what's stuck. See what's decided. See how fast your team closes.

The Question Debt Dashboard turns the graph into leadership-grade visibility. Not just charts. Your business itself, moving across the organization.

Question Debt Dashboard
Last 30 days ▾
Decision throughput
+18%
Week over week
Time-to-decision
4.2d
−1.3d vs last qtr
Stale threads
7
2 critical
Participation
82%
12 contributors
STUCK THREADS
Pricing review · open 23d · no owner
Vendor consolidation · awaiting evidence · 14d
THROUGHPUT · DECISIONS COMMITTED / WEEK
Fewer repeated debates. Faster resolution. Visible progress.

WHO IT'S FOR

One system. Every seat at the table.

Same platform, different entry points. See what it looks like from your chair.

“I asked why we made a decision. Three people pointed me to someone who no longer works here.”

See the evidence behind every decision. Approve with confidence, not guesswork.

Want to train your team on structured decision-making? Explore the Academy →

WHY IT WORKS

Built to handle decisions your team can't afford to lose.

Every Decision Record is encrypted, timestamped, and version-controlled. Your reasoning is preserved exactly as it was made.

Decision Records

Full audit trail from question to commitment

Zero rework

Stop re-running analysis for decisions already made

Encrypted at rest

Your decisions and evidence are always secure

Private by default

Hosted on secure infrastructure — your data stays yours

I built this because I've felt the pain of onboarding and asking who decided something — only to be told the person who did no longer works here.

Founder, Learning Nodes

THE FULL PICTURE

More than a tool. A complete decision system.

The Workstation is the interface. Elen is the intelligence. The Academy is the training. The methodology ties it all together.

UNDER THE HOOD

Elen

AI Decision Graph

Elen doesn't wait for you to figure it out alone. It helps you frame the right business question, define constraints you might have missed, and surfaces precedents from your org's decision history — so you start better, not just finish faster.

  • Guides you from vague problem to structured business question
  • Suggests constraints you haven't considered yet
  • Surfaces relevant precedents before you reinvent the wheel
  • Catches constraint violations before the decision is committed
Learn about Elen →

THE PROCESS

The Framework

ASK · DECIDE · ACTIVATE

A shared language for every decision. Not just where to store them — how to make them well. Frame the question, gather evidence, commit with rationale.

  • Business questions with locked constraints
  • Structured hypotheses and evidence linking
  • Decision Records as organizational memory
Try the framework →

EXECUTIVE EDUCATION

Academy

Train your team

Most teams can't tell the difference between a question and a business question. The Academy teaches structured decision-making — from analysts to executives.

  • On-demand courses on decision quality
  • Enterprise cohorts and facilitated workshops
  • Certification in evidence-based decision-making
Explore the Academy →

COMMON QUESTIONS

Everything you need to know.

Still have questions? hello@learningnodes.com

SIMPLE PRICING

Start free. Scale when you're ready.

Free

$0forever

Everything you need to start making better decisions.

  • 50 AI-assisted calls per month
  • Unlimited manual decision workflows
  • Full ASK → DECIDE → ACTIVATE flow
  • Local-first — works without an account
50% off — first 3 months

Starter

$19$9/mo

For teams that run on decisions, not meetings.

  • 500 AI-assisted calls per month
  • Priority support
  • Advanced Elen suggestions
  • Everything in Free

Pro

Custom

For organizations building a decision culture.

  • Unlimited AI calls
  • Team workspaces
  • Custom constraint libraries
  • Dedicated success manager
Limited spots

Founding User Program

Get free extended access while you help us shape the product. We’re selecting a small group of early adopters to build alongside — your feedback directly shapes what we ship.

It’s time your business layer becomes the protagonist.

Stop losing decisions. Capture every reason.

Free forever · No credit card required · Set up in minutes

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