Nodes Engine
Creates the context graph, investigates and compares options, executes approved work and learns from outcomes.
Explore Nodes Engine → Enterprise AI software
Turn siloed company data into
decisions and action.
Nodes Engine builds your company's context graph, connects the knowledge across your systems and uses it to investigate problems, compare options and carry out approved work. Your team keeps control, and every decision adds evidence for the next.
Models and agents can change. Your company keeps its knowledge, decision history and outcomes.
Start with one business question, compare your options, and choose the work to approve. No company data needed for the first conversation.
First decision brief: at least $1M in potential business value over an agreed measurement period, within 72 hours of complete agreed data access. Typical setup: 1-2 weeks. Implementation is separately scoped and scheduled.
The missing connections
The records are scattered.
So is the judgment behind them.
Systems hold the records. People remember the exceptions. Decisions, approvals and results rarely meet in one useful history.
Connect what the records mean for the business.
A person's application, licensing progress and support history may sit in different systems. Documents, conversations and local judgment add more context. Nodes connects these relationships so AI can work with the full business situation and take the appropriate next step.
Your company chooses the data and permissions. Nodes puts structured records and unstructured information to work across existing systems, alongside relevant external developments.
The context graph is your company's knowledge graph connecting records, relationships, human judgment, decisions and outcomes.
Three products
Led by Nodes Engine.
Nodes Connector
Connects systems and builds and verifies private integrations.
Nodes AI FDE
Our AI forward-deployed engineer product clarifies the goal, builds integrations, configures workflows and tests the solution.
How Nodes works
Bring a question.
Or investigate a change.
Your company chooses the sources and checking frequency. Both starting points stay within agreed access and recommendation scope.
Illustrative partner-change example
Nodes notices a change
A partner will require site-access details. Your current application form does not request them.
Agreed internal and external sourcesYou set a goal
“How should we prepare for this partner’s new requirement?”
Your business priorityReview the evidence and the proposed plan
Nodes connects the notice, form and local guidance. Your process owner adds an exception. Review the evidence, options and estimated costs together.
Required approval comes before any change.01 · Investigate
Question the answer.
Inspect sources, challenge an assumption and correct missing local context.
02 · Compare
Weigh acting against waiting.
Compare estimated impact and costs. More evidence or no change may be the right response.
03 · Decide
Choose what happens next.
Nodes carries out approved work in permitted systems under configured approval gates and delegated authority.
Day-to-day support
Help people put
knowledge to work.
Give your team sourced answers, preparation and practice grounded in your company’s knowledge, with guidance suited to their role, language and location.
Find the answer and its source.
Ask about the approved process, inspect the source and flag missing context.
Prepare for the next step.
Draft a customer response or checklist using current company guidance.
Practice a real scenario.
Rehearse the approved process and reach the responsible expert when judgment is needed.
Your company’s context graph
Build intelligence that compounds.
Clear decision traces connect sources, assumptions, the owner’s decision and approved work with later measured results. Your context graph retains useful lessons alongside failed and inconclusive outcomes, giving the next decision more to work with.
Your company owns this history under your agreement. Current permissions govern work; prior approval never expands them.
Ownership and control →- Context
- Sources and your team’s local knowledge.
- Decision
- Options, assumptions, corrections and the owner’s decision.
- Result
- Later measured outcomes, including failed or inconclusive results.
- Next time
- Check current conditions before reuse.
Your first decision brief
One owner. One business question.
- Typical setup
1-2 weeks
Agree the question, starting measure, sources and permissions.
- Analysis
Within 72 hours
After complete agreed data access: findings, gaps, options, cost estimates and next steps.
- Approved implementation
Separately agreed
Set the scope and schedule. Measure business results, operating costs and team effort afterward.
Start with paid analysis. Within 72 hours of complete agreed data access, receive a decision brief identifying at least $1M in potential business value over an agreed measurement period, with findings, options and action/inaction cost estimates. Setup typically takes 1-2 weeks; implementation is separately scoped and scheduled.
See Nodes in action
Which question
needs a better answer?
Bring one question and its accountable owner. No company data needed for the first conversation.