Autonomous Workflow Platform
✓ WASM agent runtime initialised — fuel metering active
✓ MCP registry connected — 500+ tools available
✓ Kafka event bus ready — 6 topics, EOS semantics
✓ Plan state machine loaded — 9 states, 18 transitions
● Live · Bengaluru, India
agentmeshlabs.com

The platform that
makes AI agents
production-safe.
For everyone.

From overnight trading strategies to weekly creator analytics to civic complaint tracking to AI debate judging — one platform runs it all. Reliable. Auditable. Safe. Built for everything, everyone.

334%
Live Trade ROI
21s
Signal → Execution
500+
MCP Tools
16
Use Cases Documented
Plan: japan-boj-rss-arbitrage · live execution
02:47:03TRIGGER BOJ RSS item detected — 日本銀行政策金利
02:47:04STATE   CREATED → PRE_LAUNCH
02:47:05AGENT   ConsumerAgent warming up boj-rss-mcp...
02:47:06MCP     feed.poll_multi → 3 items, 1 material signal
02:47:08STATE   PRE_LAUNCH → LAUNCHED
02:47:09VERIFY  authenticity 0.97 ✓ · bias 0.11 ✓
02:47:11STATE   LAUNCHED → RUNNING · all guards passed
02:47:14RISK    OPA check: $500 ≤ capital_limit ✓ · 2PEL lock acquired
02:47:19EXECUTE polymarket.market.buy → filled @ $0.23/share
06:12:44SIGNAL  Bloomberg EN published "BOJ raises rates..."
06:14:22STATE   RUNNING → COMPLETE → END · audit log written
+334% ROI
$0.23 → $1.00 · edge: 3h 25min translation lag · execution: 21 seconds
click to replay
Built on: Go 1.23 Wazero WASM Kafka EOS OPA/Rego MCP Native PostgreSQL Next.js AWS Mumbai
WASM SANDBOX ISOLATION · MCP-NATIVE TOOLING · KAFKA EXACTLY-ONCE SEMANTICS · CAPITAL SAFETY OPA/REGO · DEAD LETTER QUEUE · FUEL METERING · IMMUTABLE AUDIT LOG · 2PEL DOUBLE-SPEND PREVENTION · WASI-NN IN-AGENT INFERENCE · PLAN VERSION HISTORY · BUILD FOR EVERYTHING, EVERYONE · WASM SANDBOX ISOLATION · MCP-NATIVE TOOLING · KAFKA EXACTLY-ONCE SEMANTICS · CAPITAL SAFETY OPA/REGO · DEAD LETTER QUEUE · FUEL METERING · IMMUTABLE AUDIT LOG · 2PEL DOUBLE-SPEND PREVENTION · WASI-NN IN-AGENT INFERENCE · PLAN VERSION HISTORY · BUILD FOR EVERYTHING, EVERYONE ·
The Platform Thesis
"Every engineer building autonomous workflows rebuilds the same reliability layer from scratch. AgentMesh Labs is that layer — pre-built, production-grade, for everyone."
9/10
devs hit silent failures
3–6wk
overhead per workflow
$0
capital safety anywhere else
18mo
window to build the moat
From 10 user interviews
"I woke up to zero trades. The script had been crashing since 2AM. No notification. No log. Just silently doing nothing while the market moved."
Algo trader · Bengaluru
"I have rebuilt custom retry and dead letter logic three times across three different projects. Every time from scratch. There is nothing that just gives you this out of the box."
Platform engineer · Mumbai
"I was paying ₹1.65 lakh a year for Bloomberg just to get a clean morning digest. If something gave me that for ₹15,000 a year with my own rules, I would switch the same day."
Portfolio manager · Mumbai
Origin Story: The Social Media viral post that started everything

The 3AM Trade
that started everything.

01
02:47 AM · Somewhere in the world
The Bank of Japan published a rate decision.

In Japanese. On their official RSS feed. The English-speaking traders who move global prediction markets were asleep, waiting — as they always do — for a tier-one publication to translate and publish it.

02
02:47:19 AM · 16 seconds later
An agent bought Polymarket shares at 23 cents.

The same agent had verified the source's authenticity (0.97), checked for manipulation bias (0.11), confirmed the capital limit ($500), acquired a Two-Phase Execution Lock to prevent double-spend, and executed the trade — all while the agent ran autonomously, unattended.

03
06:12 AM · 3 hours 25 minutes later
Bloomberg published the English translation.

The market for "Will Japan raise rates this quarter?" moved from 23 cents to 100 cents. The edge was not inside information. The RSS feed was public. The information was free. The edge was structural — a translation lag that human traders cannot close, but a well-designed agent can.

Key insight: The trade was interesting. But what was built to make it run safely overnight — the Kafka event pipeline, the WASM-sandboxed agents, the fault-tolerant state machine, the capital safety guard, the dead letter queue — was more interesting. None of it was specific to prediction markets. AgentMesh Labs Idea was born.
How It Works

Configure a Plan.
The platform does the rest.

Users define trigger, subtasks, MCP tools, and failsafe. AgentMesh Labs handles Kafka event routing, WASM sandbox execution, fault tolerance, state recovery, and dead letter queuing — completely invisible to the user.

Plan Builder
japan-boj-rss-arbitrage
v2.1.0 · trigger: schedule · cron: */15 20-4 * * *
PRE_LAUNCH
ingest-boj-feeds
rss-ingestor-mcp · feed.poll_multi
waiting
verify-authenticity [hyper]
authenticity-mcp · source.verify
waiting
verify-bias [hyper]
bias-check-mcp · content.bias_score
waiting
analyse-signal
polymarket-mcp · market.search
waiting
execute-trade
polymarket-mcp · market.buy · limit $500
waiting
SSE Event Stream — Real-Time
fuel used: 0 / 5,000,000
est. cost: $0.000
Architecture

Three-tier agent mesh.
Self-healing by design.

Consumer agents ingest events. Enricher agents verify and enrich context. Loop agents execute downstream actions. All running in WASM sandboxes. All connected via Kafka with exactly-once semantics. All self-healing.

TRIGGER RSS·Cron·Hook KAFKA EVENT BUS — EXACTLY-ONCE SEMANTICS CONSUMER AGENT Ingest · Translate · Forward WASM sandbox · 5M fuel WASM SANDBOX cold start <5ms · memory safe ENRICHER AGENT Verify · Bias · Sentiment WASI-NN · parallel hyper WASM SANDBOX 10M fuel · WASI-NN inference LOOP AGENT Execute · Guard · Audit OPA/Rego · 2PEL lock WASM SANDBOX capital guard · immutable audit DEAD LETTER QUEUE morning review · retry · dismiss EXECUTE Slack·Trade·Email
📥
Events come in
RSS feeds, webhooks, schedules, manual triggers — all routed through Kafka with exactly-once guarantees.
🔍
Agents verify in sandboxes
Isolated WASM processes check authenticity, bias, and sentiment. Capital safety rules enforced before any action.
⚡
Actions execute safely
Trades, Slack messages, emails, API calls — all audited, all recoverable. Failures queue for morning review.
Applications

Build for everything,
everyone.

From microsecond financial signals to month-long civic escalations. One platform, one Plan schema, infinite applications.

📈
Latency Arbitrage
Quant Trader · Pro
Monitor central bank RSS feeds ahead of Bloomberg. 3h 25min translation lag edge. Proven live: 334% ROI in 21 seconds on the BOJ rate decision.
BOJ RSS poll → authenticate → Polymarket buy @ 23¢ → market resolves 100¢
🖥️
Financial Intelligence Terminal
Portfolio Manager · Pro
6 central banks + SEC EDGAR + analyst Twitter + earnings transcripts — all verified, cross-referenced, rules-filtered. Your personalised Bloomberg at 90% lower cost.
6 sources → verify + cross-ref → user rules → Slack digest 7AM daily
🏙️
CivicMesh
Civic Activist · Free · Any City
Upload photo + GPS. Plan files complaint, checks daily for resolution, escalates to ward councillor after 30 days. Globally reusable template.
Photo + GPS → complaint filed → daily check → 30-day escalation chain
🗣️
DebateMesh — AI Judging
Debate Organiser / MUN · Growth
Audio recording → speaker diarization → 4-way parallel LLM scoring → private scorecards per participant + full round report in 3–8 minutes.
Audio upload → transcribe + diarize → 4× parallel LLM → N+1 private reports
📺
YouTube Channel Monitor
Content Researcher · Growth
Webhook fires on competitor upload. Transcript downloaded, bias and sentiment checked in parallel, Slack summary in 2 minutes. Zero code.
Upload webhook → transcript + bias + sentiment [parallel] → Slack summary
🎬
Creator Analytics
YouTuber · 85K subs · Growth
Weekly channel analysis — view trends, comment sentiment, top-performing topics — delivered every Monday morning. Zero code required.
Cron every Sunday → channel stats + sentiment → Slack Mon 9AM
🛒
E-Commerce Repricing
D2C Operator · Growth
Poll competitor prices every 4 hours. Reprice only when gap exceeds your threshold. Daily digest email. Emergency pause-all in one click.
Cron 4h → if gap > 5% → reprice → daily digest email
🗂️
SEC EDGAR Monitor
Investment Researcher · Pro
Monitor SEC EDGAR for 8-K and 10-K filings matching your watchlist. Alert only when your custom rules match.
EDGAR webhook → ticker match → sentiment → user rules → Slack alert
🧑‍💼
Interview Assessment
HR Tech / Recruiter · Enterprise
Record interview → score 4 dimensions → structured hiring manager report in minutes. Scales to 100 interviews per day.
Recording → transcribe → LLM score 4 dims → hiring report
📞
Sales Call Coaching
RevOps / Sales Team · Enterprise
Score discovery, objection handling, closing. Per-rep feedback report. Aggregate language patterns across top performers.
Call recording → score 4 dims → rep report + team analytics
⚙️
DevOps Automation
Platform Engineer · Pro
Write custom WASM modules in Go or Rust. Platform handles retry, DLQ, audit trail. You write the business logic once.
Custom WASM module → platform handles reliability + DLQ + audit trail
🌆
Smart City Scale
Government / NGO · Enterprise
CivicMesh at city scale — route reports to departments, track resolution rates, generate monthly accountability reports.
City-wide reports → dept routing → resolution tracking → escalation
Adjacent Markets — Same Pipeline, Different Rubric

The DebateMesh audio-to-evaluation pipeline works for any structured evaluation process. One platform template. Six additional markets.

🧑‍💼
Job Interview Assessment
Audio → score: communication, technical, culture, depth → hiring report
📞
Sales Call Coaching
Recording → score: discovery, objection, closing → rep feedback + team analytics
🎓
Academic Oral Exam
Viva → score: knowledge, coherence, challenge response → examiner report
🎙️
Podcast Production QA
Episode → score: density, pacing, fillers, coherence → editor brief
🌐
Language Learning
Practice → score: grammar, vocab, pronunciation, fluency → learner feedback
📋
Compliance Monitoring
Call → score: regulatory adherence, script compliance → QA report + flag
Plan State Machine

9 states. 18 transitions.
Zero silent failures.

Every Plan transition is valid, guarded, idempotent, and permanently audited. No Plan is ever silently abandoned. Failed Plans queue to the DLQ — not to the void.

CREATED DRAFT PRE_LAUNCH LAUNCHED RUNNING COMPLETE POST_COMPLETE END FAILED on failure retry (within budget) budget exhausted → DLQ

In plain English: Every Plan moves through tracked, guarded stages. If anything fails, it queues for your morning review — it never disappears silently. You always know what happened and why.

The Gap Nobody Has Closed

What exists. What's missing.

Every existing platform solves part of the problem. None combine all six properties required for production-grade autonomous execution.

Capability AgentMesh Labs Zapier / n8n Temporal LangChain
WASM sandbox isolation ✓ Native ✗ None ✗ None ✗ None
Fault tolerance + DLQ ✓ Built-in ✗ Minimal ✓ Strong ✗ Custom
No-code UI for non-engineers ✓ Yes ✓ Yes ✗ No ✗ No
MCP-native tool composition ✓ Native ✗ None ✗ None ~ Partial
Capital safety + financial guard ✓ OPA/Rego ✗ None ✗ None ✗ None
Long-running plans (days/weeks) ✓ Native DSL ✗ None ~ Complex ✗ None
🏆
AgentMesh Labs is the only platform that combines all six simultaneously. Each capability alone is a differentiator. Together they represent a 2+ year moat that cannot be added to Zapier, n8n, or LangChain without a complete architectural rebuild.
Why Now — Three Bets

Three technologies
converged in 2024.

Each existed before. None were production-ready for this stack until now. The window to build the first production-grade autonomous workflow platform is open.

🔬
WebAssembly — WASI 0.2 (January 2024)
Mathematical sandbox isolation at the instruction level — W3C formal soundness proof. No filesystem access. No raw network calls. Fuel metering: the ability to count exactly how many CPU instructions an agent has consumed and terminate cleanly at the budget. A Lambda has a timeout. Only WASM has a fuel budget.
cold start: <5ms (warm pool) fuel_budget: 5,000,000 instructions sandbox: no-fs · no-net · no-escape runtime: Wazero 1.x (pure Go, zero CGO)
Think of it as a kill switch at the CPU level — not a timeout, a hard stop. The agent runs in a walled box and cannot escape it.
🔌
Model Context Protocol — MCP (November 2024)
Anthropic's open standard for AI-tool integration. 500+ community servers in 6 months. OpenAI adopted compatible tooling. This is the USB-C moment for AI integrations. AgentMesh Labs is MCP-native from the ground up — warm-up protocol, health monitoring, circuit breaking per tool. Every new MCP server that joins the ecosystem adds value to every AgentMesh Labs Plan automatically.
warm_up_timeout_ms: 4000 circuit_breaker_threshold: 5 health_check_interval_ms: 30000 tools_available: 500+ community servers
Every new tool that joins the MCP ecosystem instantly becomes available to every AgentMesh Labs Plan — with no extra configuration.
⚙️
Go / Kafka Ecosystem Maturity (2024)
kafka-go, Wazero (pure-Go WASM runtime), sqlx, Echo — all battle-tested at production scale. Memory safety without garbage collector pauses — critical for agents making financial decisions at 3AM. Redpanda (Kafka-compatible) for local development. AWS MSK for production. In 2021 this stack didn't exist at this quality.
broker: Redpanda (local) / AWS MSK (prod) partitions: 6-12 per topic semantics: exactly-once (EOS) consumer_groups: per-service isolation
Exactly-once means the same action never fires twice — even during a server crash or network failure mid-execution.
🧠
WASI-NN — In-Agent ML Inference
Agents run ML models inside the WASM sandbox — bias classifier, sentiment scorer, authenticity verifier, embedding generator, anomaly detector. Zero external API calls for AI inference. 8ms latency vs 120–180ms for an external API call. Zero external billing. Zero network dependency risk. No other automation platform has this.
bias_classifier: in-WASM, 8ms sentiment_scorer: in-WASM, 6ms authenticity_verifier: in-WASM, 9ms vs external API: 120-180ms + $$$
AI verification runs inside the agent itself — no API calls, no external billing, no third-party dependency risk at 3AM.
Pricing

Simple tiers. Serious value.

Start free. Upgrade when your workflows need financial tools, higher event volumes, or dedicated infrastructure.

Free
$0
forever
3 Plans
10K events/mo
No financial tools
Community support
Growth
$49
per month
10 Plans
100K events/mo
All non-financial tools
Email support
MOST POPULAR
Pro
$199
per month
50 Plans
1M events/mo
Financial tools + SEC EDGAR
Priority support
Enterprise
Custom
negotiated
Unlimited Plans
Dedicated WASM pool
SSO + Custom OPA
SLA support
The Moat

Eight capabilities.
Nobody combines them.

Each capability alone is a differentiator. Together they are a 2+ year moat that cannot be added to Zapier, n8n, or LangChain without a complete rebuild.

🔒
WASM Sandbox Isolation
Mathematical isolation at the instruction level. W3C formal proof. No filesystem. No raw network. No escape. Fuel metering prevents infinite loops.
Unique
🧠
WASI-NN Inference
ML models running inside the WASM sandbox. Bias, sentiment, authenticity, anomaly — 8ms. Zero external API calls. Zero external billing.
Unique
🔌
MCP-Native Tooling
500+ tools available. Warm-up protocol, circuit breaker, health monitoring per tool. Every new MCP server adds value automatically.
Native
♻️
K8s-Style Reconciliation
Orchestrator continuously reconciles desired vs actual Plan state. Plans self-heal. No Plan is ever silently abandoned. Dead letters queue for review.
Built-in
🛡️
Capital Safety + 2PEL
OPA/Rego enforces capital limits. Two-Phase Execution Lock prevents financial double-spend during Kafka rebalances or WASM crashes. Exists nowhere else.
Unique
📜
Immutable Audit Log
Entries written synchronously before the tool call. PostgreSQL NO UPDATE/NO DELETE rules. 19-event catalogue. SOC2 compliance by design.
Built-in
🗳️
Multi-Agent BFT Voting
3-of-3 quorum. Plan executes only if 2-of-3 independent agents vote YES. Mathematical BFT: f < n − q. One compromised agent cannot trigger execution.
V2
🎨
No-Code Plan Builder
Kafka, WASM pools, state machines — all invisible. Works equally for a quant trader and a civic activist who uses only WhatsApp. Build for everyone.
Any User
8 Personas · 1 Platform

Every user. Same platform.

Financial
Arjun
Quant Operator · Bengaluru
Overnight prediction market strategies. Capital safety enforced. DLQ review every 8AM.
Vikram
Portfolio Manager · Mumbai
6 central banks + SEC EDGAR. Verified digest every 7AM. Was paying ₹1.65L/year for Bloomberg.
Rohan
E-Commerce Operator · Chennai
Competitor price polls every 4h. Rules-based repricing. A broken n8n bot cost him ₹1.65L last month.
Content and Creator
Ravi
YouTuber · 85K subs · Pune
Weekly channel analytics — view trends, comment sentiment, top topics — every Monday 9AM. Zero code.
Priya
Content Researcher · Mumbai
Monitors competitor YouTube channels. Webhook → transcript → bias check → Slack. Never misses an upload.
Civic and Enterprise
Kavitha
Civic Activist · Bengaluru
Photographs potholes. Zero code. Complaint filed, tracked, escalated to councillor after 30 days.
Ananya
Debate Organiser · Delhi
MUN conferences, 200+ participants. 45-min session → private scorecards per speaker in 5 minutes.
Dev
Senior Engineer · Bengaluru
Writes custom WASM agent modules in Go. Platform handles retry, DLQ, audit trail. SDK-first experience.
Get in Touch
The infrastructure layer of the AI agent economy hasn't been built yet.

We're building it — for quant traders and YouTubers and civic activists and everyone in between. If this resonates, let's talk.

hello@agentmeshlabs.com agentmeshlabs.com ↗
334%
Live Trade ROI
21s
Signal → Execution
500+
MCP Tools Available
18mo
Window to Own the Market
Where we are going

18 months to Series A ready.

Month 6
V1 Ships
Platform live. 500 active users. 50 paying customers. PMF signal validated from first quant and developer cohort.
Month 12
$500K ARR
WASM agent SDK open-sourced. Template Marketplace live. Developer community flywheel starts. SDK adoption across India and SEA.
Month 18
$2M ARR
15,000 MAU. SOC2 Type I certified. Series A ready. MCP registry network effects established. First enterprise contracts signed.
Get In Touch
Want early access?
Let's talk.

If you're building with autonomous agents or want early access to the platform, reach out directly.

hello@agentmeshlabs.com
Bengaluru, India · agentmeshlabs.com