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The decision management workstation for your team.

Learning Nodes’ AI captures the decision from the email threads, Slack messages, tickets and notes you drop in. It lays out the options, the questions in the way and the evidence, and keeps the record when you decide. Each decision makes the next one quicker and better.

Your first run needs no sign-up.
Private by default. Encrypted at rest.How we handle your data
HOW IT HELPS: AN EXAMPLE

Six months later, your boss asks:

“Why did we stay with Melbourne when the importer was 30 percent cheaper?”

BEFORE LEARNING NODESExample
EmailFwd: Re: Re: supplier terms (43 messages)
Slack#ops: “Dave would know”
FileSupplier review v7 FINAL.pptx
NoteDave left in June

An afternoon of digging, and maybe an answer.

WITH LEARNING NODESExample
COMMITTED14 Mar 2026 · Priya N.
Stay with Melbourne on a 12-month volume deal
OPTIONS WEIGHED
ASwitch to the importer, 30 percent cheaper
BStay with Melbourne on a volume dealChosen
WHY

Breakage on the importer’s last order ate most of the saving.

EVIDENCE

breakage_q1.csv · 2 answers · 1 claim tested

One click. The reasons as they stood on the day.

DECISIONS THAT COME BACK

Which of these has your team decided more than once?

Pick one. This is how it plays out over a year, before Learning Nodes and with it.

Example: a made-up company.

  1. March

    A large account asks for 20 percent off the annual plan.

    BEFORE LEARNING NODES

    Decided in a meeting: hold the price, add a free month.

    From zero
    WITH LEARNING NODES

    The same call, recorded with its reasons.

    Recorded
  2. June

    The reseller wants a bigger margin on annual plans.

    BEFORE LEARNING NODES

    Nobody can find why March held the price. This time: 15 percent off.

    From zero
    WITH LEARNING NODES

    The March record comes up. Decided the same way in one short call.

    Found March
  3. September

    Sales wants a Q4 discount on the annual plan.

    BEFORE LEARNING NODES

    Two answers that disagree. Three people go digging.

    From zero
    WITH LEARNING NODES

    March and June come up. The team changes the call on purpose and writes down why.

    Found March and June

Your team’s judgement is kept and reused. Learning Nodes never makes the call for you.

Something else? Paste yours at the top.

USE CASES

See it work on a real situation

With your data

Should we raise the price for new subscribers?

A founder is about to move new subscribers from 9 to 12 dollars. She tried 11 once and sign-ups dropped, but she never counted. Her own subscription export settles what that test really showed.

Read the example
With your data

Should we add a fourth shift?

A cafe manager pastes the situation and attaches twelve weeks of roster data. One question turns into three numbers and a decision the owner can check.

Read the example
No data needed

Renew the contract or switch supplier?

A clinic owner has six weeks, a 40 percent price rise and two colleagues who say switching will cost patients. No spreadsheet, only what people have told her.

Read the example
From ClickUp

What has your team already decided without writing it down?

A product lead points Learning Nodes at two ClickUp lists. It reads the tasks once, and comes back with the situation, the decisions still open, and the ones the team has been acting on without ever recording them.

Read the example
WHAT YOU GET BACK

One situation in. Four things out.

Start before the decision is clear. There is no form to fill and no framework to learn: describe what is going on, and these come back in this order.

1
The decision you are facing
In your own words, with the options you named. Nothing added, nothing merged.
Choose between renewing for three years, switching now, and renewing for one year then switching next winter
A. Renew for three years
B. Switch now
C. One year, then switch
2
The questions in your way
Each one points at a gap, and says who could answer it.
What counts as losing patients during the move here?
Your two practitioners can say.
How many of the calls the desk takes are people moving an appointment?
The front desk can tally one week.
3
Answers with the receipts
Attach a file. Every number shows the query that produced it, and nothing is stated that was not computed.
112 of 340 calls last week were people moving an appointment. That is 33 percent.
SELECT COUNT(*) AS move_calls FROM data WHERE reason = 'move'
desk_calls.csv, 340 rows
4
A record that stays
Frozen when you commit. A correction is a new record that points to this one.
COMMITTED
Renew for one year and switch next winter
Owner
You
Date
21 Sep 2026
Evidence
2 answers, 1 file, 1 claim tested

YOUR DECISIONS ARE YOURS

On the record only when you say so.

Work a decision through in private. It goes on the record when you commit it, and the record keeps what you knew on the day. That protects the person who made the call.

  1. 1 · WHILE YOU WORK
    Draft

    Only you can see it. Change it as often as you like.

  2. 2 · WHEN YOU COMMIT
    Record

    Frozen with the date, the options, the evidence and who made the call.

  3. 3 · WHEN YOU SHARE
    Shared

    Your team reads the call with the facts of the day it was made.

Private by default

Only you can see a decision until you choose to share it.

Drafts stay drafts

Nothing is frozen until you commit. Change your mind as often as you like before that.

What you knew on the day

The record keeps the evidence you had when you decided, so nobody judges the call by facts that came later.

Encrypted at rest

Stored encrypted by our host. The rows of a file you attach are read in your browser, and our AI provider says it does not train on API data.

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
How we handle your data
What connects

See how your decisions connect.

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

THIS QUARTER
Example: a 12-person team after one 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 decision
FINANCE
2 decisions
PEOPLE
1 decision
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 before you approve it.

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

THE FULL PICTURE

How it fits together.

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
50% off, first 3 months

Starter

$19$9/mo

$19 a month, $9 a month for the first 3 months

For people who make decisions every week.

  • ✓500 AI-assisted calls per month
  • ✓Priority support
  • ✓Everything in Free

Pro

Custom

For organizations building a decision culture.

  • ✓Unlimited AI calls
  • ✓Team workspaces
  • ✓Dedicated success manager

Sign in to the Workstation, then pay with Stripe. Your plan switches on when the payment goes through.

Prices are in US dollars. Prices for customers in Australia include GST.

Limited spots

Founding User Program

Three months of the Starter plan, free, for a small group of early users. We set you up in a first session and send you a short guide. In return you use it on real decisions and give us a 20-minute check-in every two weeks.

Try it on the decision in front of you.

Your first run needs no sign-up.

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

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