Investor Deck · April 2026

The AI that
audits Web3
before hackers do.

Cronos LLM is an autonomous, multi-model security intelligence platform for EVM smart contracts — delivering audit-grade analysis in minutes, at 1/1000th the cost.

$6B+ Lost to hacks
<3% Contracts audited
$2.50 Cost per audit
4–8 min Time to report
The Problem

The audit market
is fundamentally broken.

47% of all DeFi hacks exploit vulnerability classes that existing tools already know about — but coverage does not scale.

$15,000 – $150,000

Cost of a single manual audit. Prohibitive for 97% of all deployed contracts.

3 – 6 weeks

Turnaround time for a traditional engagement. DeFi protocols launch in days.

~400 auditors globally

Qualified smart contract security researchers worldwide. Demand is 10x supply.

Upgradeable contracts

One-time audits are obsolete. Every proxy upgrade re-exposes the full attack surface.

"The question is not if you will be hacked. It's whether you knew before it happened."
The Solution

Cronos LLM

An agentic, multi-model security intelligence system — full pentest in 4–8 minutes for $2.50.

Developer submits contract address or source code
↓
Cronos fetches from blockchain  ·  Etherscan V2  ·  Sourcify fallback  ·  proxy resolution
↓
Slither static analysis  ·  80+ detectors  ·  auto solc version switching
↓
Mythril symbolic execution  ·  mathematical proof of exploit paths  ·  GPU-accelerated
↓
RAG knowledge base  ·  22 SWC entries  ·  8 DeFi hack post-mortems  ·  ERC patterns
↓
Foundry / Anvil PoC  ·  live exploit attempt on mainnet fork  ·  confirmed or refuted
↓
Claude Opus 4.6 generates professional audit report — severity ratings, remediation, PDF

Claude Opus 4.6

Premium audit reports · PoC reasoning · exploit generation
Highest reasoning

Claude Sonnet 4.6

Agent orchestration · tool selection · high-volume screening
10× throughput

Gemini 2.0 Pro Ultra

Training data synthesis · knowledge base enrichment · model teaching
1M token context

Local LLM · RTX 4090

Codestral 22B / Llama 3.1 70B · pre-screening · zero API cost
$0 marginal
Infrastructure

Hybrid cloud
+ local GPU cluster

Cloud handles availability. Local GPUs handle compute intensity — slashing marginal cost to near zero at scale.

GPU Node #1

Mini PC · RTX 4090 · 24GB VRAM · Windows + WSL2

Mythril symbolic execution — 3× faster than cloud CPU.

GPU Node #2

Mini PC · RTX 4090 · 24GB VRAM · Windows + WSL2

Foundry PoC farm — 2 parallel Anvil mainnet forks.

Dev Laptop

16-core · 64GB RAM · Windows

Development pipeline · n8n local fallback · testing.

Cloud: Hetzner CCX53

16 vCPU · 64GB RAM · NVMe SSD
pens-api · n8n · MongoDB · ChromaDB · Redis
$250/month

MCP-Native

Full MCP server at /mcp · SSE transport · connects Claude Desktop, Cursor, external tool chains.

Market

$890M market.
3% penetration.

The smart contract security market is underpenetrated, price-inelastic, and growing as TVL expands.

$890M
Annual audit market (2025)
57M+
Active EVM contracts on mainnet
14k
New contracts deployed daily

Revenue model — Month 3 target

TierPriceVolumeMRR
On-demand audit$49 / contract200 audits$9,800
Developer plan (unlimited)$199 / mo30 subscribers$5,970
Enterprise API$999 / mo5 clients$4,995
White-label (audit firms)$2,500 / mo2 firms$5,000
Month 3 MRR target $25,765
Execution

3 weeks to launch.
3 months to revenue.

Hard KPI gates at every phase. No fluff milestones.

Week 1

Infrastructure

  • Flash Windows machines — CUDA, Docker Desktop, WSL2
  • Deploy Hetzner cloud server, all containers healthy
  • Local GPU nodes connected to cloud Redis queue
  • Smoke test: audit Uniswap V2, detect known vulnerabilities
Week 2

Intelligence Layer

  • n8n agent workflow live — Claude Opus + Sonnet credentials
  • Gemini Ultra pipeline: 500 synthetic audit training examples
  • Knowledge base: 22 SWC + 8 DeFi hack post-mortems indexed
  • 10 real audits on known-vulnerable CTF contracts — validated
Week 3

Launch

  • Fine-tuning run #1: LoRA on Codestral — audit data
  • Web audit submission portal live
  • 5 beta testers onboarded: 3 DeFi protocols, 2 audit firms
  • Public launch: Product Hunt, Discord, Twitter
Month 1

Validation — KPI: 95% detection accuracy

  • 50 audits run against known-vulnerable contracts
  • Model v1: 2,000 training examples via Gemini pipeline
  • Gate: detection >93%, false positives <15%, avg time <6 min
Month 2

Revenue — KPI: $5,000 MRR

  • Paid tiers launched: $49 on-demand, $199/mo dev plan
  • 3 audit firm white-label partnership pitches
  • Model v2: trained on 150 real-world contracts
  • Multi-chain expansion: Polygon, Arbitrum, BNB
Month 3

Breakthrough — KPI: $25,765 MRR

  • CronosLM v1: proprietary fine-tuned model (500+ real audits)
  • Enterprise + white-label pricing fully live
  • 15 EVM chains covered
  • 1 responsible disclosure — real 0-day found and coordinated
Use of Funds

$30,000 USDT —
deployed with precision.

38% hardware — yours to keep. 62% operating runway for 6 months of growth.

Hardware  ·  2× RTX 4090 Mini PCs + Laptop $11,500 · 38%
Development  ·  3-week intensive sprint $7,064 · 24%
LLM APIs  ·  Opus + Sonnet + Gemini Ultra (3 months) $5,500 · 18%
Business Development  ·  legal, brand, marketing $3,500 · 12%
Cloud Infrastructure  ·  Hetzner + APIs (6 months) $2,436 · 8%

Break-even Month 2

Cloud + API costs ~$3,000/mo covered by first enterprise clients.

10× ROI Target

$25,765 MRR by month 3 — $308k ARR run-rate. 10× within 12 months.

Hardware Stays

RTX 4090 cluster is a depreciable asset. Zero cloud vendor lock-in.

The Ask
$30,000

USDT funding round

Equity or revenue share — negotiable.
Weekly Telegram updates. Full source access under NDA.

3-week deployment
$25,765 MRR target · Month 3
Multi-LLM · MCP-native
Local GPU cluster · no lock-in
Live demo on request
"We are not building a tool. We are building the immune system for Web3."