INTRODUCING NELIEO NSP

Interfaces that speak directly to machines.
Making every piece of software agent‑native.

Zero pixels. Pure memory.

axon probe — v8 substrate
V8 v11.4.18312,847 objects3.2ms avgRSS 3.1 MB
NSPNSPOnline :7842
JV
Ghidra (javaw.exe).JVM · PID 27172
backoff retry_in_ms98% Match
JS
Google Chrome.V8 / Node · PID 32736
Connected
JS
VS Code (code.exe).V8 / Electron · PID 18290
Attaching...
C#
Microsoft Word..NET CLR · PID 9284
Attaching...
C++
Spotify.exe.Native Compiled · PID 14280
Attaching...
JS
Slack.exe.V8 / Electron · PID 6184
Attaching...
Go
Docker Desktop.Go / Native · PID 10421
Attaching...
JV
IntelliJ IDEA.JVM · PID 11020
Attaching...
Ghidra (javaw.exe)56ms
ghidra.util.HTMLUtilities
_class: ghidra.util.HTMLUtilities · _source_file: HTMLUtilities.java · _instance_count: 0
ghidra.app.plugin.core.algorithmtree.ModuleAlgorithmPlugin1
_class: ghidra.app.plugin.core.algorithmtree.ModuleAlgorithmPlugin · _source_file: ModuleAlgorithmPlugin.java · _instance_count: 1
ghidra.framework.store.UnknownFolderItem
_class: ghidra.framework.store.UnknownFolderItem · _source_file: UnknownFolderItem.java · _instance_count: 0
ghidra.program.model.data.MutabilitySettingsDefinition1
_class: ghidra.program.model.data.MutabilitySettingsDefinition · _source_file: MutabilitySettingsDefinition.java · _instance_count: 1
ghidra.framework.main.datatree.LinuxFileUrlHandler1
_class: ghidra.framework.main.datatree.LinuxFileUrlHandler · _source_file: LinuxFileUrlHandler.java · _instance_count: 1
ghidra.app.plugin.core.codebrowser.hover.ScalarOperandListingHoverPlugin1
_class: ghidra.app.plugin.core.codebrowser.hover.ScalarOperandListingHoverPlugin · _source_file: ScalarOperandListingHoverPlugin.java · _instance_count: 1
ghidra.app.plugin.core.select.flow.SelectByFlowPlugin$SelectByFlowTask
_class: ghidra.app.plugin.core.select.flow.SelectByFlowPlugin$SelectByFlowTask · _source_file: SelectByFlowPlugin.java · _instance_count: 0
ghidra.app.services.InternalTraceRmiService
_class: ghidra.app.services.InternalTraceRmiService · _source_file: InternalTraceRmiService.java · _instance_count: 0
axon agent-monitor — orchestratorlive
AXON AGENT RUNTIME v0.6.1 · V8 SUBSTRATE · ACTIVE
TASKRUNTIMESTATUSACCLATENCY
t-4821V8RUNNINGactive
t-4822JVMDONE98.1%14ms
t-4823CLRQUEUED
3 agents active95.2% accuracy0 UI events11ms p50
Zero Pixels

Stop relying on brittle UI automation.

Visual agents break when a button moves 5 pixels. DOM agents break when a class name changes. NSP hooks directly into the underlying runtime memory, treating application state as a structured, deterministic graph. No rendering required.

Explore Capabilities →
// Legacy Visual Agent (brittle)
await page.locator('button.submit-btn-v2').click() TimeoutError: element not found (UI drifted)
// Nelieo NSP (deterministic)
Runtime.invoke(0xb2f14a00, "submitForm") Success: 11ms latency (direct memory execution)
Live Telemetry & Benchmarking

We bypassed the pixel. And killed the token tax.

Legacy visual agents burn tens of thousands of tokens per frame parsing screenshots. NSP hooks directly into application memory, delivering a structured JSON state graph with zero visual rendering.

Legacy Vision Model
GPT-4o Vision / Playwright
14,850
Avg Tokens / Single Task Execution
Execution Latency3,420 ms
Cost per 1k Workflows~$74.25
UI Drift VulnerabilityFragile (Fails on CSS drift)
Data Ingestion4.8MB Uncompressed PNG
// Visual Scraping Loop (High Overhead)
await page.screenshot({ fullPage: true })
✕ TimeoutError: element not found (UI drifted)
Nelieo NSP Engine
Direct Memory Hook
580
↓ 96.1% Reduction
Avg Tokens / Single Task Execution
Execution Latency85 ms (40x Faster)
Cost per 1k Workflows~$2.90
UI Drift Resiliency100% Deterministic
Data IngestionZero-Copy Shared Memory (JSON)
// Live Execution Receipts (14,820 tasks completed)Live Stream
JVM 21OsmDataLayer.setUploadInProgress85ms
CLR 8.0InvoiceRecord.MethodBase.Invoke78ms
V8 IsolateChrome.HeapSnapshot.extractNode89ms
-96%
LLM Token Consumption
85ms
Average Memory State Extraction
0
DOM & UI Screen Dependencies
100%
Deterministic Execution
Capabilities

The complete execution stack

Heap Extraction
Walk the full object graph of any live runtime. Extract structured semantic fields from raw memory without touching the UI layer.
HeapObjectSSF v2.1V8 IsolateJVMTI BridgeICorDebugRSS 3.1MBdepth=412,847 nodesHeapObjectSSF v2.1V8 IsolateJVMTI BridgeICorDebugRSS 3.1MBdepth=412,847 nodes
Deterministic Execution
Zero UI events. Zero screen pixels. Internal function calls with 95%+ accuracy across all runtimes.
95%
Avg latency11ms
UI events fired0
Pixels read0
DOM mutations1
Runtime Coverage
Every major runtime — out of the box.
V8 · Chrome / Node.js
JVM · Java / Kotlin
CLR · .NET / C#
Live Execution Log
Real-time agent task receipts with full audit trail. Every call logged and verifiable.
Architecture

Every runtime. One substrate.

NSP hooks directly into active application runtimes, converting any packaged binary into a deterministic, machine-readable API.

gmail_agent.py
Daemon Running: 7842
PYTHON SDKUTF-8
import asyncio
import nelieo_nsp as nsp

async def gmail_agent():
    async with nsp.NSPClient() as client:
        session = await client.attach("Gmail")
        
        # Reads directly from Chrome V8 memory
        unread = session.get_int("inbox.unread_count")
        print(f"You have {unread} unread emails")
        
        # Invoke action via execution-level API
        result = await session.execute(
            "send_reply",
            parameters={"thread_id": "msg_1882", "body": "Got it!"}
        )
SHELL TERMINALbash
$python gmail_agent.py
>[nsp] Connecting to daemon at localhost:7842...
>[nsp] Substrate hook active on process "Gmail" [PID: 12847]
>You have 47 unread emails
>Latest: 'Q3 Performance Report' from alice@example.com
>[nsp] Executing action 'send_reply' direct-to-memory...
>Reply sent: True in 11ms (Verification: OK)
The Shift

Software was built
for humans.
We are rewiring it
for intelligence.

Today, AI agents operate by observing the screen. Tomorrow, they will operate by executing instructions directly in the runtime. NSP is the default protocol designed for them — no human UIs, no screen scraping, no brittle automation. Just pure, execution-level APIs.

— We are retroactively making all software agent-native.

Chrome
Java
.NET
Salesforce
SAP
Node.js
OpenAI
GitHub
Nelieo