NEOS
NeuralEDGE Operating System

Your Partner in the Age of AI

Private Beta — April 2026
Public Launch — November 2026

Prepared by Yatharth Garg, Founder

Your best people spend most of their time on work that doesn't need them

Contracts get drafted. Invoices get reconciled. Campaigns get launched. This executionary work is economically valuable but creatively empty.

70%
Time on repetitive tasks
Dozens
Disconnected AI tools
0%
Self-improvement
100%
Data leakage risk

NEOS is not another AI tool.
It's an operating system for AI-powered work.

A fully private AI platform that gives every business its own self-improving AI workforce.

🔒

100% Private

Open-source models on your infrastructure. Zero data leakage.

🧠

Self-Improving

NePs get smarter every day through Cortex long-term memory.

Domain-Specific

Specialized AI workforces for legal, accounting, marketing, and ops.

You don't need a genius to run your business.
You need a better system.

Frontier labs will keep building bigger, smarter models. That's the frontier of intelligence. But business execution doesn't need a genius — it needs reliable, private, domain-expert systems that run 24/7.

🏔️

Frontier Models

Claude, OpenAI, Google, and every frontier lab will keep pushing intelligence to new heights. Bigger models. More reasoning. More capability.

The genius in the room.

Private Execution Models

Small, fast, domain-specific SLMs that run on your infrastructure. Trained on your data. Expert at your workflows. Getting better every day.

The system that runs the business.
The Lean Agentic Foundation
FRONTIER MODELS
Decision Making
+
PRIVATE SLMs
Execution
=
NEOS
Best of Both Worlds
Built on NE-Model StudioMonitored by NE-EvalSelf-improving loops tracked end-to-end

NE-Eval monitors every model's limits, performance curves, and improvement trajectories — so you always know exactly what your AI workforce can and can't do.

A Layered Operating System for AI

Unified Interface
NeuralChat
Human ↔ Human ↔ AI
HITL Dashboard
NE-AgentSpace
Human Review
Revenue / Employee Metrics
AI Workforces (NEOps)
Synlex (Legal)
Axe (Accounting)
GTM (Marketing)
Operations
Self-Improving Protocols
NePs
skill.md + Cortex + Memory
Memory Layer
Memory (Short-term)
Cortex (Long-term)
Context Vault (Org-Wide)
Platform Tools
NE-Eval
NE-Model Studio
NE-QuickBuild
NEOp Marketplace
Foundation
100% Private Infrastructure
Open-Source Models
Zero External Dependencies

NeuralChat

The front door to your AI workforce.

👥 Human ↔ Human

Team messaging within the context of AI work happening alongside them.

🤖 Human ↔ AI

Direct your AI workforce through natural conversation. Give feedback. Approve outputs.

👁️ NEOp Visibility

See what every NEOp is working on in real time from a single screen.

🔐 Context Flow

Monitor which contexts are shared between NEOps. Maintain information barriers.

Replaces: Slack, Teams, standalone AI chat interfaces, email threads for AI task management

Context Vault

Your organization's knowledge, your organization's rules.

🗄️ Centralized Context

All organizational knowledge lives in or is referenced through one store.

🎛️ Granular Access Control

Define exactly which NEOps, NePs, and users can access which contexts.

📋 Audit Trail

Full visibility into what data was accessed, by which agent, for which task.

🔄 Cross-NEOp Sharing

Controlled context sharing between departments without violating barriers.

4 Flagship NEOps

Your AI workforce, organized by the work that matters.

Legal

Synlex NEOp

Drafting, research, contract lifecycle management

Accounting

Axe Accounting NEOp

Reconciliation, tax, financial operations

Marketing

GTM NEOp

Research, outreach, campaign operations

Operations

Operations NEOp

Cross-functional coordination, autonomous scaling

Every NEOp ships with: Cortex (long-term memory) + Memory (short-term) + Context Vault connection + NeuralChat + NeuralEDGE UX

Legal AI Workforce

Repetitive legal execution, handled.

Synlex Intelligence Drafting
Generates contracts, NDAs, memoranda from templates + Cortex knowledge
Synlex Intelligence Researcher
Legal research across case law, regulations, and org knowledge
Synlex Intelligence Contract Manager
Full contract lifecycle: intake, review, redlining, obligation monitoring

Before

  • 60-80% time on routine drafting
  • Junior lawyers as expensive note-takers
  • Manual contract tracking

After

  • AI handles execution
  • Lawyers focus on strategy & judgment
  • Institutional legal brain persists

Accounting AI Workforce

The numbers run themselves.

BOM's A/C
Bill of materials accounting, cost allocation, inventory reconciliation
Tax A/C
Tax calculation, categorization, compliance flagging
+ Additional NePs via Marketplace & NE-QuickBuild

Before

  • Month-end close chaos
  • Manual reconciliations
  • Errors found weeks later

After

  • Continuous reconciliation
  • Real-time exception flagging
  • CFOs do strategic work

Marketing AI Workforce

Go to market at machine speed.

Recon
Competitive intelligence, market research, trend monitoring
Alte
Content drafting, campaign workflows, performance optimization
+ Additional NePs via Marketplace & NE-QuickBuild

Before

  • Dozens of disconnected tools
  • Slow content production
  • Sporadic competitive intel

After

  • Continuous research
  • Content at market speed
  • Self-optimizing campaigns

The Strategic Flagship

Your operations run NEOS. NEOS runs your operations.

Ops Orchestrator
Cross-functional workflow coordination between all NEOps
Process Builder
Design & deploy new workflows with NE-QuickBuild
Ops Analyst
Monitors efficiency, identifies bottlenecks, feeds NE-AgentSpace
Onboarding Pilot
Deploys NEOS into new departments autonomously

The Strategic Flywheel

Automates the need for consultants → Businesses scale NEOS autonomously → NeuralEDGE Business Executives get more embedded at the strategic layer → NeuralEDGE becomes indispensable

NePs — NeuralEDGE Protocols

Self-improving skill.md alternatives that get smarter every day.

🔄 Self-Improvement Loop

Execute → Evaluate → Learn → Rewrite protocol → Repeat. Every correction makes the protocol better permanently.

📄 Living Protocols

Not static skill.md files. NePs evolve. Transparent, auditable, modifiable at any time.

🎯 Domain Specialized

Each NeP is an expert in one specific type of work. Depth over breadth.

🧩 Composable

Multiple NePs work together within a NEOp to handle complex multi-step workflows.

The longer a NeP operates, the more valuable it becomes. Compounding AI intelligence at the protocol level.

NE-AgentSpace

Your AI workforce's command center. Human-in-the-loop, by design.

📊 Dashboard per NEOp

See every sub-agent's status, queue, and output at a glance.

🛡️ HITL Checkpoints

Define which outputs need human review. AI execution is never wrong.

📈 Revenue Metrics

Track revenue per employee, time saved, error rates. Quantify AI ROI.

“I open the Synlex dashboard at 8 AM. 6 NDAs completed overnight — 4 auto-approved, 2 flagged for my review. Approved in 10 minutes. Revenue per employee up 40%.”

Three Tiers of Intelligence

Zero data leakage.

Memory

Short-Term

Working context for active tasks. Fast, focused, ephemeral. Cleared or promoted to Cortex on completion.

🧠

Cortex

Long-Term per NEOp

Accumulated domain brain. Patterns, preferences, corrections. What makes NePs self-improving. Persists across sessions.

🏛️

Context Vault

Shared Org-Wide

Organizational knowledge that crosses NEOp boundaries. Full access control and audit capabilities.

NE-Model Studio

Your models. Your data. Your intelligence.

Built on NeuralEDGE Research and inspired by Dr. Andrej Karpathy's AutoResearch. Run open-source models privately. Create domain-specific SLMs through self-improving training loops.
Gemma 4
Kimi
GLM
Open-Source Models
Domain SLMs
AutoResearch Loops

🔄 Self-Improving Loops

Cortex knowledge → Fine-tune models → Lightweight SLMs that are expert in one domain

📊 Continuous Evaluation

Integrated with NE-Eval. Models that degrade are flagged. Models that improve are promoted.

NE-Eval

Trust, but verify — automatically.

✅ Quality Assessment

Every output evaluated against org-defined standards. Catches issues before humans see them.

📈 Performance Tracking

Track improvement over time. Verify Cortex-driven improvements produce real results.

🎯 Custom Benchmarks

Your standards, not generic benchmarks. What does “good” look like for your org?

🛡️ AI Guardrails

Undesirable outputs kept below 2-5%. Measurable, auditable. Configurable per NEOp, per NeP, per task.

NE-QuickBuild + NEOp Marketplace

🔨

NE-QuickBuild

Build your own AI workforce. No code required.

Visual NEOp designer • Custom NeP creation • Template library • Publish to Marketplace
🏪

NEOp Marketplace

An ecosystem of AI workforces, ready to deploy.

Pre-built NePs • Quality-assured via NE-Eval • One-click deployment • Revenue sharing for creators

Consulting → SaaS → Platform

Phase 1 — Now

Consulting

NEOS deployed within NeuralEDGE consulting engagements. High-margin services. Battle-testing the platform.

Phase 2 — Nov 2026

SaaS Platform

Recurring subscriptions based on NEOps deployed. NEOS Core, Professional, Enterprise tiers.

Phase 3 — 2027+

Marketplace

Revenue sharing on third-party NEOp and NeP sales. Platform economics. Network effects.

$150B+
TAM by 2028
$15-20B
SAM
$5-15M
SOM (18 months)
70%+
Target Gross Margin

Three Ways Into the NEOS Ecosystem

Tier 1

NEOS

Education Tier
Free
✓  AI education guides & content
✓  NeuralEDGE AI learning resources
✓  Content production frameworks
✓  Free product demos
✓  Community access
For anyone who wants to learn and explore AI-powered work
Tier 2

NEOS

Cloud Platform
Subscription
✓  Full NEOS platform on cloud
✓  NeuralChat + Context Vault
✓  NEOp deployment & NE-AgentSpace
✓  NE-QuickBuild + Marketplace
✓  NE-Model Studio & NE-Eval
For businesses ready to deploy their AI workforce
Tier 3

PrivatNEOS

Cloud + On-Premise + Advisory
Investment-Based
✓  Everything in NEOS
✓  On-premise deployment option
✓  Dedicated private infrastructure
✓  Custom domain SLMs
✓  NeuralEDGE Business Executive
For enterprises that demand full control + strategic partnership

Revenue streams: Education (community & pipeline) + Subscription (NEOS cloud) + Investment (PrivatNEOS + Business Executive advisory)

Land, Expand, Embed

Phase 1

Private Beta

5-10 beta clients from consulting pipeline. Zero CAC. Each deployment validates + generates revenue.

Phase 2

Launch

Lead with Synlex (clearest ROI). Operations NEOp accelerates expansion within accounts.

Phase 3

Platform Growth

NEOp Marketplace opens. Community builds and sells. Direct sales → platform-led growth.

Channels: Consulting pipeline (primary) • Content & thought leadership • SI & professional services partnerships

Key Milestones

Apr 2026
Private Beta Launch ✓
Jul 2026
5 Beta Clients Deployed
Sep 2026
NE-Model Studio v1 (SLM creation)
Oct 2026
NE-QuickBuild v1
Nov 2026
NEOS General Availability
Mar 2027
25 Paying Customers
Jun 2027
NEOp Marketplace Launch
Sep 2027
$1M ARR
Dec 2027
100 Customers

Built for Private AI

Frontend

Next.js / React • Notion-inspired design system • shadcn/UI • Tailwind CSS • Navy/Teal semantic tokens

AI Layer

skill.md-based protocol architecture • Self-improving NePs • Open-source model support via NE-Model Studio

Infrastructure

On-premise or dedicated cloud • Zero external data dependencies • Encryption at rest + in transit

Compliance Targets

SOC 2 Type II • GDPR • CCPA • Data sovereignty by default • Full audit trail

Self-Improvement Loop: Execute → Evaluate (NE-Eval) → Learn (Cortex) → Rewrite Protocol → Improve

Powered by NeuralEDGE Research • Dr. Andrej Karpathy's AutoResearch principles

Top Risks & Mitigations

OSS model quality gap

Domain-specific SLMs only need to excel at one thing. Self-improving loops close the gap continuously.

Long enterprise sales cycles

Consulting-first GTM eliminates cold starts. Land with one NEOp, prove value, expand.

Marketplace network effects

NeuralEDGE seeds supply first. NE-QuickBuild lowers creation barrier. Revenue sharing incentivizes quality.

Privacy at scale

Privacy is architectural, not policy. No cloud version. Context Vault enforced at infrastructure level.

Big Tech competition

Their incentive is centralized cloud + their models. NEOS is the opposite: your models, your data, your intelligence.

Year 1 Targets

25-50
Paying Customers
$1M+
ARR
100+
NEOps Deployed
>90%
Retention
50+
Marketplace Listings
>60
NPS
10+
Domain SLMs Created

Consulting + NEOS = Compounding Value

Consulting

Identify pain points & validate use cases

NEOS Productizes

Solutions become NEOps & NePs

Deployments Learn

Data makes consulting sharper

Clients Expand

Buy more consulting + NEOps

Insights Drive Roadmap

Consulting feeds product

Consulting is not replaced by NEOS — it is amplified by it. The high-touch entry point becomes the scalable platform.

“We built NEOS because we believe the age of AI shouldn't mean the age of dependence on someone else's AI. Every business deserves its own AI workforce — one that understands its domain, respects its data, and gets better every single day. NEOS is that workforce.”
— Yatharth Garg, Founder, NeuralEDGE

Your AI Workforce
Starts Here

NEOS is in private beta. General availability launches November 2026.

info@neuraledge.in
neuraledge.in
NeuralEDGE — Your Partner in the Age of AI