Nodes Engine
Connects company knowledge, investigates and compares options, carries out approved work and checks results.
Explore Nodes Engine → Enterprise AI software
Turn siloed company data into
decisions and action.
Nodes Engine connects what your company knows so your team can understand a problem, compare what to do and carry out approved work across existing systems. Give it a goal, or let it flag what needs attention in the sources you choose.
Models and agents can change. Your company keeps its context graph, decision history and outcomes.
Bring one business question. No company data needed for the first conversation.
Your companySystems, documents and judgmentOnly authorized information
Nodes ConnectorConnects permitted sources and actions
Main product · Nodes Engine
Context graphIntelligenceSystem of action
Approved work in your systemsDecision Traces and outcomes inform the next decision
Nodes AI FDE configures and tests the solution. Your permissions and approval policies govern the work.
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
Your company used to have to learn the software. Now the software learns your company.
Your records live across systems. The judgment behind them lives with people. Nodes Engine connects both with decisions and outcomes, so it can investigate problems, carry out approved work and use what the company learns in the next decision.
See how Nodes worksConnect 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
Give Nodes a goal.
Or let it flag what needs attention.
Choose which sources Nodes can check and how often. It brings the evidence and a proposed next step to your team.
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
Keep what your company learns.
A Decision Trace records the evidence, your team's judgment, the approved work and what happened next. Your context graph keeps that history, including failed or inconclusive results. Nodes checks earlier lessons against current conditions before reusing them.
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.