Living Intelligence Graphs · Human Interface Runtime · Human Control
See your business think. Watch it act.
Nestor turns a business objective into a living intelligence graph, then executes the work across browsers, desktop applications, files, and existing systems. Every decision, action, and result stays visible, explainable, and under human control.
Objective-first execution
Cross-interface context
Human approval built in
Live Process · Logistics exception
Live
Human Interface Agent · Current objective
Resolve delayed orders and prepare priority actions for the operations team.
01Context
02Detect
03Approve
04Resolve
Browser
Desktop
Files
Systems
Living Intelligence Graph · Semantic Growth
See the work, not the sessions.
Every business objective becomes a living operational model. Nestor connects context, evidence, meaningful states, agent actions, human decisions, verified outcomes, and reusable memory without forcing your team into a rigid workflow editor.
Event-driven
Explainable history
Composable outputs
Process 08-147 · Living ObjectiveResolve delivery exceptions
Running · 68%
46nodes
128connections
93%confidence
04:18live runtime
LIVE OBJECTIVEResolve delivery exceptions
68%
46nodes
128links
93%confidence
OrdersSLA policyCarrier state
Semantic growthNew evidence changes the graph, not just the screen.
RecommendedReroute 14 shipments82% recoveryAlternativeEscalate carrier61% confidence
RISK & PATTERN CLUSTER
CONTEXT CLUSTER
POSSIBLE FUTURES
OBJECTIVE FLOWunderstanding → decision → outcome
ContextPatternDecisionEvidenceConflict
Temporal MemoryNow · decision gate
03:2003:40
OPERATIONAL MEMORY FIELD
Watch verified work become reusable intelligence.
One insight is built from many source types, completed processes, human decisions, and measured outcomes.
OPERATIONAL MEMORY
High-priority delivery recovery
Verified outcomes become reusable context
93%confidence8processes using it
PROVENANCE THREAD
- Orders Q3.xlsx
- Risk detected · Process 08-147
- Human approved rerouting
- 14 shipments recovered
- Reusable recovery pattern
Operational Memory FieldHigh-priority delivery recoveryOne reusable insight · many independent sources
DIRECT EVIDENCE
PROCESS EXPERIENCE
REUSE SURFACE
OPERATIONAL MEMORY
High-priority delivery recovery
Raw evidence → verified outcome → reusable intelligence
93%confidence8processes using it
CONFLICTPriority differs across two trusted sourcesWorkbook: Standard · Database: High
NEW VERIFIED OUTCOMEProcess 08-147 is ready to strengthen this memoryOutcome → comparison → confirmation → memory update
PROVENANCE THREAD
Orders Q3.xlsxRisk detected · 08-147Human approved rerouting14 shipments recoveredReusable recovery pattern
OPERATIONAL UNIVERSE
See every process, resource, and decision as one system.
Independent processes stay auditable while shared resources, handoffs, human gates, and reusable memory connect the company.
12live processes46resources7decisions
NESTORCompany Operational IntelligenceOne living graph across the company
3cross-domain dependencies
SHARED RESOURCES
LIVE HANDOFFDelivery → Customer operations
14 shipment records · priority classification · customer impact · evidence references
SEMANTIC ZOOMCompanyDomainProcessStateEvidence
12 processes live46 connected resources7 human decisions3 cross-domain dependencies
NESTORCompany Operational IntelligenceOne living graph across the company
12live processes3dependencies
HANDOFF14 shipment recordsPriority · impact · evidence
OPERATIONAL PULSECarrier status changed → delivery risk updated → customer handoff opened
LIVE OPERATIONAL PULSEExternal system → shared resource → process → human decision → verified result → memory
Every pulse is driven by real events, not decorative activity.
SEMANTIC ZOOM
CompanyDomainProcessStateAtomic evidence
Objectives evolve through meaningful states instead of rigid predefined workflows.
Evidence, people, systems, risks, and hypotheses form a shared model of reality.
Agents understand and work through the same interfaces as your team.
High-impact branches stop at transparent, reviewable moments of human control.
Every verified outcome becomes reusable knowledge for the next process.
Human Interface Runtime · Browser, Applications & Full Desktop
Watch your business act.
Nestor does not stop at recommendations. Its Human Interface Agents see interfaces, understand their state, and complete work across browser tabs, desktop applications, and the entire computer — while every action remains visible and under human control.
Vision + interaction
Cross-application context
Human takeover anytime
Understanding is only half of intelligence.
UnderstandDecideActVerifyLearn
Tap a mission stepPause or take over at any moment
Live Interface StageChrome · Carrier Portal
Vision Mouse Keyboard Screen state
C
Nestor controlChromeCarrier portal · authenticated
HUMAN DECISION GATESend 14 customer notifications
Everything is prepared. External impact remains blocked until a human approves.
Operations / Shipments
Delivery exceptions
⌕Search shipment, route or customer38 results
ShipmentCustomerRouteSLAStatus
SH-20491NorthstarSGN → BKK04hDelayed
SH-20472ContourHCM → SIN07hDelayed
SH-20458Vector LabsBKK → KUL11hAt risk
SH-20437AlturaDAD → BKK14hDelayed
FileHomeInsertDataAutomateOrders_Q3.xlsx
ABCDEF
1Shipment IDCustomerRouteDelayTierPriority
2SH-20491NorthstarSGN-BKK4hStrategicHIGH
3SH-20472ContourHCM-SIN7hPriorityHIGH
4SH-20458VectorBKK-KUL11hStandardMEDIUM
5SH-20437AlturaDAD-BKK14hStrategicHIGH
38 rows analyzed12 high impactModel verified
NESTOR OPSOverviewExceptionsCustomersAudit
Exception record
Live recordSH-20491 · Northstar Retail
Current statusDelayed · Carrier handoff
Expected delivery exceeded by 4 hours.
Priority
High impact⌄
Updated by Human Interface AgentResolution pathAlternative route A2
Estimated recovery: 82%
Audit noteSLA + customer tier verified
Evidence attached automatically.
Unsaved change detected
⌕ Search mail⋮
To14 priority account owners
SubjectProactive update on your delivery
We identified a carrier delay affecting shipment {{shipment_id}}. Our operations team has prepared an alternative route and expects to recover the delivery window by 82%.
We will continue monitoring the shipment and keep you updated.
VERIFIED OUTCOME✓
Delivery recovery executed
Every consequential action was completed and independently verified from the interface state.
38exceptions processed
14customers notified
82%SLA exposure recovered
Operations records updatedMessages confirmed in SentOutcome written to semantic memory
ACT
YOU
ACTION 08 / 24
Search all delivery exceptions in the carrier portal
The agent is locating the exact records connected to the current business objective.
Temporal Action TraceEvery click, keystroke, decision and result
03:24:18 · LIVEVision and semantic grounding identify fields, tables, controls, and their meaning.
The agent navigates software through the same human interface as your team.
Information remains connected while the agent switches between browsers and applications.
Approval boundaries and instant human takeover remain visible at all times.
The agent reads the resulting interface state instead of assuming the action succeeded.
One Continuous Intelligence System
Understand. Decide. Act. Verify. Learn.
The graph and the runtime are not separate products. They are two views of the same operational system: one models the work, the other executes it, and every verified result becomes reusable intelligence.
THE CORE IDEA
Context never disappears when work moves between people, agents, tools, and interfaces.
Living Intelligence Graph
Builds a shared operational model from resources, relationships, evidence, risks, decisions, and current process state.
See what the business understandsDECISION
Human Interface Runtime
Operates browsers, desktop applications, local files, and existing systems through visible mouse, keyboard, and screen actions.
See how the business actsVERIFICATION
Semantic Memory
Stores verified outcomes, successful patterns, evidence, and decision history so the system improves without losing auditability.
See what the business learnsUsers can inspect what happened, why it happened, and which interface state confirmed the result.
Permission boundaries, approval gates, pause, and instant takeover are part of the runtime itself.
Evidence, decisions, and verified results can continue into another objective without rebuilding context.
How We Work
Start with one real objective. Build the system around it.
We do not begin with a generic chatbot or a list of disconnected automations. We begin with the work itself, its context, its interfaces, and the decisions that matter.
1
Map the objective
Identify the inputs, people, applications, decisions, risks, outputs, and measurable business result.
2
Build the living graph
Connect operational context into meaningful states, evidence relationships, decision gates, and reusable outputs.
3
Deploy the runtime
Enable the Human Interface Agent to execute across the required browser and desktop surfaces with explicit permissions.
4
Verify and scale
Measure real outcomes, store successful patterns in semantic memory, and extend the system to adjacent processes.
Operational Outcomes
Less manual execution
Continuous context
Earlier risk visibility
Faster controlled decisions
Verified cross-interface work
Reusable operational knowledge
Control & Deployment
Built to work through the software your team already uses.
Does Nestor require us to replace existing software?
No. Human Interface Agents can operate through existing browser tools, desktop applications, local files, and internal systems. APIs can be used where they help, but they are not the only execution path.
Can the agent control the whole computer?
The runtime can be scoped to a browser, selected applications, or a controlled desktop session. Access is defined by explicit permissions and can be paused or taken over by a human at any moment.
How are risky actions controlled?
Consequential actions can be blocked, restricted, or routed through a human decision gate. The interface shows the proposed action, supporting evidence, expected outcome, and verification method before execution continues.
How do we start?
Choose one operational objective with clear inputs, repeated computer work, and a measurable result. We map the process, build the living graph, and deploy the smallest useful runtime around it.
Start With One Objective
Ready to make one real process visible, executable, and reusable?
Show us the objective, the interfaces, and the result your team needs. We will map the living graph, execution boundaries, human controls, and implementation path.