Menu icon
PRODUCTS
MARKETPLACE
ACADEMY
Learning NodesLearning Nodes
PRODUCTS
MARKETPLACE
ACADEMY

Every decision your AI makes without evidence is a coin flip at enterprise scale.
Elen gives agents structured reasoning, so they can show their work. See how →

Decisions don't have a system.
This one does.

You put in a question and your data. You get out a Decision Record — a frozen, searchable receipt of what was asked, what the data said, and what was decided.

Business collaboration diagram showing roles like Business Analyst, CEO/COO, Chief Product Officer, Data Engineering, and Data Analyst working together on business questions

Your decisions are scattered.

Every team has tools. No team has a system for decisions.

Conversations

live in Slack

Project tracking

lives in Jira

Notes & docs

live in Notion

Analysis

lives in dashboards

But decisions? They're scattered across threads, tickets, decks, and memory.
No tool owns them. Learning Nodes does.

From question to Decision Record — in one workspace.

Three phases. One owner. A frozen record at the end.

1
ASK

Frame the question. Lock scope and definitions. State the decision it implies.

→ Faster alignment — everyone agrees on what you're solving before work begins.
2
DECIDE

Gather evidence. Test hypotheses. Score confidence. Commit to a course of action.

→ Visible ownership — one person signs off, with the evidence trail attached.
3
ACTIVATE

Publish a Decision Record. Share it. Download it. Present it to stakeholders.

→ Institutional memory — the new hire reads it 6 months later and knows exactly what happened.
DECISION RECORDDecided
Question:"Why did MAU drop 12% in Q3?"
Answer:Mobile users churned 34% more during live events (92% confidence)
Decision:Launch mobile-specific in-play promotions. Budget: $50K.
Owner:@Sarah M.
Dataset:user_activity_q3_2025.csv

No more "I thought we agreed on something different."
Every decision has a receipt.

Each phase, in detail.

A structured workspace that makes the decision process explicit — from intent to evidence to commitment.

Start with the question — and the decision it implies.

Lock scope, timeframe, and definitions before work begins
State the decision intent — what action will this answer inform?
Surface hidden assumptions your team didn't know they disagreed on
Ask interface showing Question Draft and refinements

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

The Question Debt Dashboard gives leaders visibility into the decision pipeline — not just charts, but the flow of commitment across your organization.

Decision throughput — are we producing output?
Time-to-decision — are we getting faster?
Stale questions — what's stuck?
Participation — who's contributing?
Fewer repeated debates. Faster resolution. Visible progress.
The dashboard is the exec-level proof that the system works.
Question Debt Dashboard showing decision throughput, stale questions, and time-to-decision metrics

Built for the people who own decisions.

Leaders

"I approved something I didn't fully understand — now it's being relitigated."

See the evidence behind every decision. Stop approving blind.

Analytics / Product

"We answered this six months ago — but nobody can find the decision."

Every Decision Record is searchable. Institutional memory, built in.

Risk / Compliance

"We need an audit trail, but decisions live across 40 spreadsheets."

One system. Full evidence trail. Frozen records with clear ownership.

Data Teams

"We're building dashboards for questions nobody locked down."

Start with a locked question. Decide with confidence. Ship the record.

One ecosystem. Multiple ways to decide better.

Use Learning Nodes as your core decision workspace — with modules for AI assistance, reusable assets, and training.

Workstation

Your decision workspace. Frame questions, gather evidence, commit to action, and publish Decision Records — with clear ownership at every step.

Try the Workstation →

Elen

Decision exchange network for AI agents. Give your agents structured reasoning with epistemic traceability — one tool call, ~200 tokens.

Explore Elen →

Marketplace

Reusable datasets built to answer real questions. Find high-quality data assets or publish your own to the network.

Go to Marketplace →

Academy

DecisionOps training, templates, and playbooks. Give your team a shared language for questions, evidence, and decision quality.

View Academy →

Designed for enterprise-grade decision workflows.

Evidence-first. Ownership-clear. Built for cross-functional teams.

Works with your existing BI and data stack
Full audit trail — question, evidence, decision, owner
Role-based collaboration across stakeholders and builders

Stop shipping decisions that can't be defended.

If decisions matter, the reasoning behind them must be visible, testable, and preserved.

Get early access to the workstation, templates, and onboarding guidance for your team.

All rights reserved © 2026 Learning Nodes