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The decisions your team makes are
scattered across the tools they use.

Jira has the task.

Learning Nodes sits above the tools you already use and keeps the one thing they lose: the decision, the evidence behind it, who made it and why.

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SITUATION

Fragments across tools

Jira / ClickUp

Task: Review low-margin SKUs

CRM

Retailer notes mention renegotiation risk

BI Dashboard

SKU margin down 18%

Email

Retailer terms follow-up

SpreadsheetSlackMeeting notesDocs
BUSINESS QUESTION

The question everyone works around

Business Question

Should we discontinue low-margin SKUs?

DECISION

Evidence, owners, rationale, commitment

Business Question

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

Evidence
Margin analysisRetailer termsCRM notesDashboard checks
Contributors
DAData
FLFinance
POProduct
OLOps
Decision
COMMITTED

Discontinue 12 SKUs with renegotiated retailer terms.

Rationale, evidence, and owner captured in one decision record.

SITUATION
Jira / ClickUp

Task: Review low-margin SKUs

BUSINESS QUESTION

The question everyone works around

Business Question

Should we discontinue low-margin SKUs?

DECISION
Decision

Committed: discontinue 12 SKUs 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
Questions
The gaps show up
3
Evidence
Answers with receipts
4
Decision
You make the call
5
Record
Frozen as written
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
Example: a 12-person team after one quarter.
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.
AGENT DECISION MEMORY

Don't let every developer and agent start from zero.

Developers make implementation decisions every day with Cursor, Claude, Codex, and internal agents. Elen MCP checks what was already decided, asks only when something is unclear, and records the outcome for future reuse.

Less context chasing. More reused know-how.

Developer + Agent

Agent hits a decision point

What should we do here?

Reuse the auth pattern?
Which migration path is safer?
Wrap or refactor?
CursorClaudeCodexIDE agentsInternal agents

Developers and agents make implementation decisions every day.

Elen MCP

Memory layer for agents

Scan → Clarify → Record → Reuse

Scan prior decisionsClarify if neededRecord the outcomeReuse

Humans control what becomes shared.

Captured decisions can be reviewed and shared in the Elen Control Panel.

Ambiguity remains?

Ask the owner only when needed.

Decision Memory

Prior decision found

Reuse existing auth middleware

WhyKeeps behavior consistent across services
StatusActive
Linked precedentPlatform auth decision
  • Reusable by next developer
  • Reusable by next agent
  • Reusable by future workflows

Use what was learned. Add what was decided.

Less context chasingReused decisionsAgents start ahead

Developer + Agent

Agent hits a decision point

What should we do here?

Reuse the auth pattern?
Which migration path is safer?
CursorClaudeCodexIDE agents

Developers and agents make implementation decisions every day.

Elen MCP

Memory layer for agents

Scan → Clarify → Record → Reuse

Humans control what becomes shared.

Ambiguity remains?

Ask the owner only when needed.

Decision Memory

Prior decision found

Reuse existing auth middleware

WhyKeeps behavior consistent across services
StatusActive
Linked precedentPlatform auth decision
  • Reusable by next developer
  • Reusable by next agent

Use what was learned. Add what was decided.

Less context chasingReused decisionsAgents start ahead
Try Elen MCP →

Connect Elen to Cursor, Claude, Codex, or your internal agent workflows.

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.
Example: a 12-person team after one quarter.
COMMERCIAL
3 decisions
OPERATIONS
2 decisions
PRODUCT
1 decisions
FINANCE
2 decisions
PEOPLE
1 decisions
precedent
evidence
evidence
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 Decisions Dashboard shows leaders what is open, what is decided and how long each decision takes.

Decisions Dashboard
Last 30 days ▾
Example: a 12-person team after one quarter.
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 reads your situation with you. It proposes the business questions worth asking, points at the claims nobody has checked, and brings up earlier decisions from your own history.

  • Takes you from a vague problem to the business questions that matter
  • Points at the claims your decision rests on and the cheapest way to test each
  • Brings up earlier decisions before you repeat the work
  • Answers from your data and shows the query behind every number
Learn about Elen →

THE PROCESS

The Framework

ASK · DECIDE · ACTIVATE

A shared language for every decision, from the first question to the committed record. Drop in the situation, answer the questions that matter, commit with your reasons.

  • Business questions tied to the decision they serve
  • 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
  • Dedicated success manager
Limited spots

Founding User Program

Get free extended access while you help us shape the product. We are 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.

Book a demo

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

Learning NodesLearning NodesThe decision layer above your tools.
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