Documentation

How AsenseAI works

The platform, the five core products, the architecture behind them, and the $ASENSE token. Start at the top or jump to a section.

Welcome to AsenseAI#

01OSNData comes inRelay nodes02Data VaultsStored securelyStorage nodes03NeuronAI analyzes itInference nodes04AsenseIQYou see resultsYour screenContinuous — the OSN ingests data whether or not you ask a question
Information flows one way: ingest, store, analyze, present.

Meet Your New AI Trading Partner#

If you've ever looked at the financial markets - stocks, crypto, forex - and felt like you were trying to drink from a firehose, you're not alone. The markets move at the speed of light, with millions of data points, news headlines, and social media posts influencing prices every second. Keeping up is more than a full-time job.

So, we asked a simple question: What if you had a tireless, super-smart AI partner working for you 24/7, sifting through all that noise to find the insights that matter?

That's AsenseAI.

Our goal is to bring the power of high-end predictive intelligence - the kind of tools once reserved for big Wall Street firms - to everyone. We're building a platform that lets you tap into advanced financial intelligence, not with a team of data scientists, but with a few simple clicks.

The AsenseAI Ecosystem: Your Personal A-Team#

The easiest way to think about AsenseAI is like having a dedicated team of experts. Each member has a special job, and they all work together to give you an edge.

Let's meet the team

AsenseIQ: Your Mission Control#

This is your dashboard. AsenseIQ is the clean, simple interface where you call the shots. It’s where you’ll get advance predictive intelligence, manage your strategies, and see all the insights laid out in a way that actually makes sense.

Prediction Agents: Your AI Analysts#

These are your tireless workers. A Prediction Agent is a personal AI model that you customize and set loose. Want to track a specific crypto asset? Monitor market sentiment? You tell your Agent what to look for, and it gets to work, analyzing patterns and hunting for opportunities on your behalf.

Neuron: The Central AI Brain#

This is the heart of the entire operation. Neuron is the massive, distributed network of machine learning models that does the heavy lifting. Your Prediction Agents tap into Neuron's power to analyze data and generate forecasts. It's the shared intelligence that makes the whole system so smart.

AsenseAI Streaming Network (OSN): The Real-Time Data Pipeline#

To make good predictions, you need the latest information. The OSN is a high-speed data pipeline that pulls in real-time financial data from thousands of sources, both on the blockchain and off. It’s the eyes and ears of the ecosystem, ensuring the Neuron brain is always working with the freshest data.

AsenseAI Data Vaults: Your Secure Briefcase#

Your strategies and data are yours alone. The Data Vaults are your private, encrypted space where your Prediction Agents run. It ensures that everything you do remains completely confidential while still allowing your agents to access the power of the Neuron network.

How It All Fits Together: A Simple Flow#

Okay, so we have the team, but how do they pass the ball? The flow of information in AsenseAI is a straightforward, four-step journey.

Information Comes In (OSN)
The process starts with the AsenseAI Streaming Network gathering billions of data points from across the financial world - price action, trading volume, social media chatter, and more.
It's Stored Securely (Data Vaults)
That data is then indexed and made available in cryptographically secure, decentralized Data Vaults, ready for analysis.
The AI Gets to Work (Neuron)
When you make a query, it taps into the Neuron AI brain. It pulls the relevant data from the Vaults and analyzes millions of data points to find patterns and generate insights.
You See the Results (AsenseIQ)
Finally, the validated intelligence is sent directly to your AsenseIQ dashboard. You see the clean, simple outputs you need to make smarter, more informed decisions.

This entire powerhouse runs on a DePIN (Decentralized Physical Infrastructure Network). It's a fancy term for a simple idea: instead of relying on one company's servers, AsenseAI is powered by a global, community-owned network of computers.

For you, this means the platform is faster, more secure, and puts the power back in the hands of its users.

The AsenseAI Ecosystem#

NeuronAI brainAsenseIQInterface you usePrediction AgentsYour custom modelsOSNLive data pipelineData VaultsPrivate + encrypted
Every product connects through Neuron, the shared intelligence layer.

Meet the Team: The Five Pillars of AsenseAI#

It's time to get properly introduced to each member of the team.

These five core products are the engine of AsenseAI. While each one is powerful on its own, their real magic happens when they work together seamlessly. Let's take a look under the hood.

AsenseIQ: Your Mission Control#

Think of AsenseIQ as the dashboard of a high-performance car. You don't need to be a mechanic to drive it, because all the important information - speed, fuel, navigation - is presented to you in a simple, intuitive way.

That's AsenseIQ. It's your clean, powerful, and user-friendly window into the entire AsenseAI ecosystem.

AsenseIQ

What it is
The user-facing interface where you manage everything.
Why it matters
AsenseIQ turns mind-bogglingly complex AI analysis into clear, visual insights. It’s where get advance predictive intelligence, deploy your Prediction Agents, monitor their performance, and see their findings in real-time - putting you in complete control without the complexity.

Prediction Agents: Your 24/7 AI Analysts#

If AsenseIQ is your mission control, then Prediction Agents are your dedicated scouts in the field. You don't just get a generic AI; you get to build and deploy your own.

Imagine being able to tell a team of researchers, "I want you to focus only on this specific asset, watch for these exact patterns, and alert me the second you find something." That’s what a Prediction Agent does.

Prediction Agents

What they are
Customizable, autonomous AI models that you configure according to your specific strategy.
Why they matter
They do the tireless work for you. They operate 24/7 within their secure Data Vaults, analyzing the market according to your rules. This is personalization at its peak, allowing you to create a tool that perfectly fits your trading style.

Neuron: The Distributed AI Brain#

At the very heart of the platform is Neuron. It's the collective intelligence, the brain that AsenseIQ, and every Prediction Agents taps into. It’s a massive, distributed network of machine learning models that is constantly learning, adapting, and getting smarter.

Neuron

What it is
The core AI inference layer of the AsenseAI platform.
Why it matters
Neuron is the source of the "smarts." Because it's a distributed network, it isn't just one static program. It grows and improves as more data flows through it, meaning AsenseIQ, and your Prediction Agents get more intelligent and more accurate over time.

AsenseAI Streaming Network (OSN): The Real-Time Data Pipeline#

In financial markets, information that's even a few seconds old can be useless. Predictions are only as good as the data they're built on, which is why we built the AsenseAI Streaming Network (OSN).

Think of it as the world's fastest and most comprehensive news ticker, feeding information directly to the Neuron brain.

AsenseAI Streaming Network (OSN)

What it is
A high-throughput data pipeline that ingests immense amounts of financial data from thousands of on-chain and off-chain sources.
Why it matters
The OSN ensures that the entire ecosystem is running on up-to-the-millisecond information. This gives AsenseIQ and your Prediction Agents a true real-time edge, allowing them to spot opportunities as they happen, not after the fact.

AsenseAI Data Vaults: Your Private & Secure Workspace#

Your trading strategies are your secret sauce. They're valuable, and they deserve to be protected. That's the one and only job of the AsenseAI Data Vaults.

Think of a Data Vault as a personal, impenetrable Swiss bank vault for your digital strategies.

AsenseAI Data Vaults

What they are
Secure, private, and encrypted environments where your personal Prediction Agents run.
Why they matter
Trust and security are everything. Data Vaults guarantee that your strategies, data, and agent configurations remain completely confidential. You get to use the full power of our collective AI brain without ever exposing your private plans.

Stronger Together#

As you can see, no single part works in isolation. AsenseIQ provides the control, the Prediction Agents do your bidding, Neuron provides the intelligence, the OSN supplies the live data, and the AsenseAI Data Vaults keep it all secure. Together, they create a comprehensive platform designed for one thing: to provide you with advanced financial intelligence.

Welcome to AsenseIQ#

AsenseIQEXPLOREMarketWhalesTechnicalFundamentalsUnlocksNewsIs Bitcoin looking bullish today?@GLOBAL CRYPTOAsk anything…WATCHLISTMARKET
Three zones: Explore on the left, chat in the centre, your persistent HUD on the right.

Welcome to AsenseIQ#

If you are reading this, you are probably tired of the noise. Crypto trading usually involves staring at complex charts, reading panic-inducing tweets, and hunting through whitepapers - all at the same time. It’s exhausting.

We built AsenseIQ to fix that. AsenseIQ isn't just another trading terminal with more flashing lights. It is a filter. It takes the mountain of data generated by the crypto market every second and turns it into simple, actionable answers.

Think of it as having a team of senior analysts sitting next to you, 24/7, ready to answer any question you have.

Quick Start: The 30-Second Tour

AsenseIQ is designed to be intuitive, but here is the lay of the land to get you oriented quickly:

Home Page
This is your starting point. It features AsenseIQ’s homepage, where you can chat directly with our AI agents. Just ask questions in plain English (e.g., "Why is SOL pumping today?").
The Explore Menu
Located on the left sidebar, this is your deep-dive toolkit. It contains dedicated scanners for Market Overview, Whale Tracking, Technical Analysis, Fundamentals, Token Unlocks, and News.
The Sidebar (Right)
Your persistent HUD. It keeps your Watchlist, Market Tracker, and vital Market Summary visible no matter where you are in the app.

System Requirements

AsenseIQ is a web-based platform, meaning you don't need to download any heavy software. It lives in the cloud.

Supported Browsers
We recommend using the latest versions of Google Chrome, Brave, Safari, or Microsoft Edge for the best experience.
Mobile Access
AsenseIQ is fully responsive. You can access it from your smartphone or tablet via your mobile browser.
Wallet Connection
To unlock the full features, you will need a Web3 wallet (like MetaMask, Rabbit, or Phantom) and an email address,

Ready to get started? Let’s get you logged in.

Access & Security#

GoogleSocial login — fastestWeb3 walletMetaMask, Rabby, WalletConnectEmail OTPOne-time code, no passwordSign to verify$0 gas · proves ownershipYour dashboardFull access unlockedA signature is never a transaction. We will never ask for your seed phrase or private key.
Any of the three routes ends in the same free signature step — never a transaction.

Getting into AsenseIQ is designed to be as frictionless as possible while keeping your account secure. You have multiple ways to access your dashboard.

How to Login

We offer three primary methods to sign in. Choose the one that fits your workflow best:

Social Login
The fastest way in. You can use your existing Google account. Just click the “Continue with Google” icon, authorize the app, and you’re in. This is perfect if you want to get started immediately without managing another password.
Web3 Wallet
For the crypto-native users. You can connect your wallet (such as MetaMask, Rabby, or WalletConnect). This is the recommended method if you plan to use features that require on-chain verification later.
Email (OTP)
Classic and secure. Enter your email address, and we will send you a one-time password (OTP). No need to remember complex passwords; just check your inbox and verify.

Safety First: Understanding Wallet Permissions

If you choose to connect via a Web3 Wallet, you might see a pop-up asking for permission. We know this can be scary, so let’s clarify what we ask for:

Sign to Verify (Safe)
When you first login, we ask you to "Sign" a message. This costs $0 gas. It is simply a cryptographic handshake to prove that you own the wallet address. It does not give us access to your funds.
Transaction Request (Requires Attention)
You will only see a transaction request if you are actively buying something (like topping up Credits). This will always show you the exact amount (e.g., $50 USDC) and the gas fee.
We will never ask for your seed phrase or private key.
If anyone claiming to be from AsenseAI asks for this, it is a scam.

Now that you are safely inside, let’s head to your headquarters.

The Home Page (Your HQ)#

ASK IN PLAIN ENGLISH“Why is SOL pumping today?”CHOOSE WHO ANSWERS@Global CryptoBroad market + news@Technical AnalystCharts, RSI, levels@Fundamental AnalystTokenomics, dev activityMARKET VITALSFear & GreedGreedgauge the mood in secondsQUICK UPDATES
One question, three possible analysts — the persona decides how it gets answered.

The Home Page is where it all comes together. It is designed to be clean and distraction-free, putting the most powerful tools right in front of you without the clutter.

Let’s talk to AsenseIQ.

At the center of the screen is where you talk to AsenseIQ.

You don't need to learn special commands or code. Just type like you are texting a friend. AsenseIQ understands context, slang, and specific crypto terminology.

Try asking
"Is Bitcoin looking bullish today?"
Try asking
"Summarize the latest news for Ethereum."
Try asking
"What are the key support levels for SOL?"

Choosing Your AI Agent

Not every question needs the same kind of answer. A trader looks at a coin differently than a long-term investor. That is why AsenseIQ lets you switch Personas.

Located just below, this dropdown menu lets you choose who answers your question:

@Global Crypto
The generalist. Perfect for broad market questions, news summaries, and "big picture" trends. Use this for your daily catch-up.
@Technical Analyst
The chart watcher. This AI Agent focuses purely on price action, indicators (RSI, MACD), and market structure. It gives you support/resistance levels and trend analysis.
@Fundamental Analyst
The researcher. This AI Agent ignores the hourly price swings and looks at the health of the project. It analyzes tokenomics, developer activity, on-chain volume, and whitepaper details.

Market Vitals

Below that, you will find a quick snapshot of the market's pulse. We keep this simple so you can gauge the "vibe" in seconds.

Fear & Greed Index
A simple gauge telling you if the market is panicking (Fear) or getting too excited (Greed).
Quick Updates
A curated feed of the most critical market movements happening right now, so you don't miss major events while you are typing.

Ready to go deeper? Let's open the toolbox.

The Explore Menu (Analysis Tools)#

Market OverviewGlobal cap, dominance, AI narrativeWhale TrackingAccumulation vs distributionTechnical AnalysisRSI, MAs, auto support/resistanceFundamentalsSupply, holders, dev activityToken UnlocksDanger days before you buyNews & SentimentBullish/bearish filtering
Six scanners, each answering a different kind of “why”.

Clicking the Explore button on the left sidebar opens your main toolkit. This is where you go when you need to answer the question "Why?" in detail.

The Explore menu is broken down into specific sections, each designed to handle a different part of your research.

Market Overview

This is your high-level map.

The Chart
Shows you the global market cap, volume, Bitcoin dominance trends, and so much more.
The AI Narrative
This is the magic part. Below every chart, you will see an "AI Insights" box. Instead of just showing you a line going down, AsenseIQ reads the market data and explains why it’s happening (e.g., "Whale accumulation," "Sector rotation," or "Retail panic"). It turns raw data into a story.

Whale Tracking

You can’t control the market, but you can see who does. This tool tracks the "Smart Money."

AI Interpretation
We don't just list transactions. Our AI analyzes the volume and tells you if the activity indicates Accumulation (Bullish) or Distribution/Dumping (Bearish).
Exchange Pressure
Monitors the net flow of funds. Are whales moving money onto exchanges to sell, or off exchanges to hold?
Live Alerts
A real-time feed of massive on-chain movements (e.g., "500 BTC moved to Binance").

Fundamental & Technical Analysis

We automated the "grunt work" of research. You no longer need to visit 10 different websites to check a coin’s health.

Fundamental Analysis
Focuses on the "true value."
How to use
Select a token (e.g., BTC) → Select a metric (e.g., Circulating Supply vs Total Supply, Top Holder Concentration, or Dev Activity) → Click Get Analysis.
The Result
You get a clear written summary of the project's health.
Technical Analysis
Focuses on price action.
How to use
Select a token → Select an indicator (e.g., RSI, Moving Averages, or Auto Support/Resistance) → Click Get Analysis.
The Result
AsenseIQ tells you if the asset is overbought, oversold, or hitting a critical price wall. No need to draw lines on a chart yourself.

Calendars

Timing is everything. We split this into two views:

Event Calendar
Tracks crypto-specific events like Mainnet Launches, Governance Votes, and AMAs. These are potential catalysts for a price pump.
Economic Calendar
Tracks global macro events like CPI (Inflation) Data, Interest Rate Decisions, and GDP Reports. These affect the entire market (especially Bitcoin).

Token Unlocks

This tool is your shield against sudden price drops. It tracks when projects release locked tokens into the market (which often causes the price to dump).

Monthly View
The bar chart at the top shows you the "Danger Days" - dates with massive unlock volumes.
Daily Breakdown
Click on any specific day to see exactly which coins are unlocking and how much value (in millions of dollars) is hitting the market.
Why use it?
Check this calendar before you buy. You don't want to buy a coin today if 10% of its supply unlocks tomorrow.

News Feed & Sentiment

Stop doom-scrolling.

Sentiment Analysis
We visualize the "mood" of the market using bar charts. You can see at a glance if the news for a specific coin is Positive (Bullish) or Negative (Bearish) over the last 7 days.
Smart Feed
Filter news by "Bullish" or "Bearish" to cut through the noise and see only what matters to your trade.

Now that you know how to analyze the market, let's look at how to manage your research.

Threads (Managing Intelligence)#

THREADS — SAVED AUTOMATICALLYEthereum L2 fees20 min · yesterdaySOL support levels8 min · 2 days agoBTC whale outflows14 min · last weekContext restoredThe AI remembers the whole conversationPICK UP WHERE YOU LEFT OFF
Reopening a thread restores the full context, not just the text.

You can’t keep everything in your head. As you use AsenseIQ, you will generate a lot of insights - chart setups, token deep dives, and market summaries. We built tools to make sure you never lose that work.

Every time you ask AsenseIQ a question, that conversation is saved automatically as a Thread.

How it works
Think of Threads like a history of your thought process. If you spend 20 minutes analyzing Ethereum's layer-2 fees today, you don't want to start from scratch tomorrow.
Accessing History
Click the Threads icon on the left sidebar. This opens a list of your past conversations.
Pick Up Where You Left Off
Clicking a thread instantly restores the entire chat context. The AI remembers what you were talking about, so you can continue the conversation seamlessly.

Now, let’s talk about how to keep the engine running.

Credits & Account#

YOUR BALANCE10,000welcome credits+ 2,000 bonus for the first-login surveyNo expiry dateWHAT THINGS COSTSimple chatTechnical scanFundamental reportTOPPING UPProfileTop up CreditsPick chain + amountPayEthereum: ETH · USDC · USDTBNB Chain: BNB · USDC · USDT
Credits are the fuel; heavier analysis costs more of them.

AsenseIQ runs on a credit-based system. Running advanced AI models, scanning blockchains in real-time, and generating deep-dive reports requires significant computing power. Credits are the fuel that powers these interactions.

Understanding Your Balance

When you create a new account, you are given a Welcome Balance of 10,000 Credits.

Bonus
You can earn an additional 2,000 Credits immediately by completing the short user survey upon your first login.
No Expiry Date
Your credits are yours to keep. There is no time limit on using your Welcome or Bonus credits. Take your time to explore the platform.

How Credits are used:

Every interaction with AsenseIQ consumes a small amount of credits. Simple text chats cost less, while complex tasks- like generating a full Fundamental Analysis report or running a multi-indicator Technical scan - cost more.

How to Top Up

If you run out of fuel, you don't have to stop working. We have added a Top Up feature directly into AsenseIQ..

Go to Profile
Click your avatar in the bottom-left corner of the sidebar.
Select "Top up Credits"
This will open the payment window.
Choose Your Pack
Select your preferred chain, currency, and the amount.
Proceed to Pay
We currently support payments via:
Ethereum Mainnet
ETH, USDC, USDT
BNB Chain
BNB, USDC, USDT
Note

Make sure you copy the exact wallet address displayed on your screen and pay from the chain you selected before.

Finally, let's cover common questions.

FAQs & Troubleshooting#

Somethingnot working?Wallet won’t connectFIXUnlock it, switch to theright network, refreshData looks staleFIXHard-refresh — the OSNcache may be repopulatingStill stuckFIXYou’re on Beta. Report itand we’ll chase it
Most issues resolve at the first branch.

Even the best systems encounter turbulence. If you run into issues while using AsenseIQ, check this section first. Since we are currently in Beta, you may encounter occasional bugs as we refine the platform.

Common Issues

"My Wallet Won't Connect"

This is the most common issue in Web3 apps. It is usually caused by having multiple wallet extensions (like MetaMask, Phantom, and Coinbase Wallet) installed on the same browser fighting for control.

Fix: Refresh the page. If that fails, try disabling other wallet extensions temporarily or open AsenseIQ in an Incognito/Private window to test a clean connection. Clearing your browser cache might also fix the issue.

"The AI Analysis seems outdated"

Neuron analyzes data in real-time, but sometimes there can be a slight delay in the data feed from the blockchain.

Fix: Check the timestamp on the chart or the news article being analyzed. If the data looks old, try refreshing the specific widget or asking the AI to "analyze the latest data."

"I bought Credits, but my balance hasn't updated"

Crypto transactions depend on blockchain confirmation times. On Ethereum, this can take anywhere from 15 seconds to a few minutes depending on network congestion.

Fix: Wait for the transaction to be confirmed in your wallet (e.g., MetaMask shows "Confirmed"). If your balance does not update after 5 minutes, please write to us at support@AsenseAI.ai with your transaction hash (TXID).

Getting Help

Where can I report a bug?

We love bug hunters. If you find something broken, please report it so we can fix it.

Feedback Form
Use the [Feedback Form](https://forms.gle/mLwVue1pXjZXHq48A).
Email
Write to us at support@AsenseAI.ai

Is there a mobile app?

Not yet. Currently, AsenseIQ is optimized for mobile web browsers. You can access AsenseIQ.AsenseAI.ai from Chrome or Safari on your phone for a near-native experience.

You are now cleared for takeoff. Good luck out there.

AsenseAI Architecture#

InterfaceAsenseIQChat, dashboards, agentsClientIntelligenceNeuronForecast models + agentsInference nodesStorageData VaultsEncrypted, indexedStorage nodesIngestionOSNOn-chain + off-chain feedsRelay nodesCoordinationSmart contractsPayments, staking, proofsOn-chainEvery layer runs on DePIN nodes — community-owned, not one company’s servers
Five layers, each served by a different class of DePIN node.

AsenseAI separates the work of prediction from the proof of it. Four layers move data from ingestion to insight, the AsenseAI Streaming Network, the Data Vaults, Neuron, and AsenseIQ, each scaling horizontally across a network of independently operated nodes. A fifth, the Smart Contract Execution Layer, coordinates and settles them without ever sitting in the latency path. The result is a forecasting system where speed and auditability are not traded against each other.

1. Architectural Overview#

AsenseAI is built as five cooperating layers. Four of them do work; one of them keeps score.

LayerProduct NameJobNode Type
IngestionAsenseAI Streaming Network (OSN)Pulls in on-chain and off-chain data, normalizes itRelay nodes
StorageAsenseAI Data VaultsEncrypted, decentralized, indexed storageStorage nodes
IntelligenceNeuronRuns forecasting models and Prediction AgentsInference nodes
InterfaceAsenseIQChat, dashboards, agent managementClient
CoordinationSmart Contract Execution LayerTask assignment, payments, staking, proofsOn-chain

2. AsenseAI Streaming Network (OSN)#

What it does: OSN is the system's gateway to the financial world. It ingests high-speed streams from on-chain and off-chain sources, normalizes them, and hands clean data to the Vaults.

How it works:

  • Ingestion runs over exchange APIs, RPC and indexer endpoints, macro feeds, news wires, and social streams.
  • Apache Kafka manages the stream topology, giving durable, replayable, partitioned delivery that survives network disruption.
  • Apache Flink handles real-time processing - complex event processing, filtering, enrichment, windowed aggregation, and schema normalisation.
  • Horizontal scaling is the default posture. As throughput grows, relay nodes are added rather than existing nodes being upsized.
  • Validation before propagation. Relay nodes attest to data authenticity before it enters the system, which keeps malformed or adversarial feeds out of the model path.

3. AsenseAI Data Vaults#

What it does: Once data is processed, it needs a safe place to live. The Vaults are cryptographically secured, decentralized storage that act as the library Neuron reads from.

How it works:

  • Encryption at rest across all datasets, with keys held outside the storage plane.
  • Fragmentation and distribution. Data is sharded and replicated across multiple storage nodes, so no single node holds a complete or readable copy.
  • Redundancy guarantees availability when nodes go offline, and makes tampering detectable rather than silent.
  • Access control enforced by smart contract. Grant and revoke rules live on-chain, so permissions are verifiable rather than trust-based.
  • Retrieval is optimized for inference. Prediction Agents need low-latency reads on wide, sparse, heterogeneous datasets, so the Vaults combine structured stores with vector and document stores rather than forcing one engine to do everything.

4. Neuron - The Predictive AI Layer#

What it does: Neuron is the brain. It turns a natural-language question into a quantitative forecast with a confidence score attached.

4.1 Domain Relevance and Intent Mapping#

Every query passes a two-stage filter before any compute is spent on it.

  • Intent classification maps the query into a defined intent set - technical analysis, unlock events, market prediction, sentiment assessment, event calendar.
  • Domain alignment is verified by cosine similarity against domain prototype embeddings, and rejected below a threshold.

This dual-layer check does two things: it keeps precision high on intent routing, and it stops the system from confidently answering questions that fall outside its competence.

4.2 The Forecasting Models#

Three sequence architectures run in production, chosen because they fail in different ways.

ModelMechanismBest suited to
Temporal Fusion Transformer (TFT)Attention + gated residual networks + variable selectionMulti-horizon forecasts across heterogeneous covariates; per-horizon feature weighting makes it interpretable
HelformerHolt-Winters exponential smoothing fused with LSTM recurrence and Transformer attentionMarkets with structural shifts and event-driven volatility
SegRNNSegmentation-aware RNN with latent regime variablesDiscontinuous series - token unlocks, liquidity shocks
TFT
- dynamic feature weighting and attention over covariates:
Helformer
- smoothing components feeding a Transformer block:
SegRNN
- explicit regime segmentation:

4.3 Prediction Agents#

Prediction Agents (PAs) are the user-facing wrapper around the model bank. Each PA is built on TensorFlow and PyTorch, trained with supervised and unsupervised techniques, and configurable on datasets, parameters, asset classes, and risk tolerance - so a momentum agent and a value agent can run side by side against the same underlying models.

5. Agentic Orchestration Layer#

What it does: A single forecast is rarely a full answer. The orchestration layer coordinates specialist agents and merges their conclusions into one coherent, confidence-weighted response.

Standing agents:

  • Prediction Agent - executes TFT, Helformer, and SegRNN forecasts
  • Technical Agent - evaluates market indicators and price structure
  • Sentiment Agent - aggregates social and on-chain sentiment
  • Event Agent - detects unlocks, protocol updates, announcements

Coordination is a graph, not a pipeline:

Vertices are agents, edges encode dependencies, and the aggregation function M produces a contextually consistent, confidence-weighted result. The graph structure is what enables parallel inference, cross-domain dependency handling, and confidence propagation - and it lets low-confidence branches trigger fallbacks instead of shipping a weak answer.

5.1 Custom Agents#

Users can instantiate their own agents, which then join the same graph as first-class participants:

A custom agent can depend on standing agents. For example, an agent monitoring DeFi unlock events can consume the Sentiment Agent's output to generate short-term volatility calls. Agent logic is iteratively refinable - data streams, forecast horizons, and thresholds can all be adjusted without rebuilding the agent.

5.2 Confidence Metrics and Guardrails#

Every agent emits a confidence score, and those scores propagate all the way to the user rather than being collapsed into a single number.

Operational guardrails block off-domain predictions, purely speculative outputs, and anything that reads as an implied financial guarantee.

6. AsenseIQ - Interface and Reasoning Layer#

What it does: AsenseIQ is your control panel. It's where you ask questions, watch agents, and read results.

How it works:

  • LLM reasoning sits above the agent graph. Plain-language queries are parsed, decomposed, and mapped into multi-agent workflows; quantitative agent outputs come back as interpretable narrative.
  • Conversational depth. Follow-up queries, scenario simulations, and comparative analyzes are supported, so complex multi-dimensional relationships are explorable without technical expertise.
  • Confidence is surfaced, not hidden. Forecast probabilities, trends, and confidence metrics are shown alongside every result.
  • Built on React.js for a responsive experience across devices, with interactive charts, personalised dashboards, and direct smart contract interaction.

7. Smart Contract Execution Layer#

What it does: The Smart Contract Execution Layer sits at the centre of everything. It doesn't run the AI - it records and verifies every important action in the ecosystem, and it pays the people who did the work.

Contract set:

ContractResponsibility
Task OrchestrationAssigns work to AI, Data, and OSN nodes based on demand and available resources
PaymentDisburses rewards trustlessly against verifiable contributions - uptime, storage, compute, relay
StakingHolds node collateral; slashes on dishonest or unmet obligations
User AuthCryptographic identity and permission verification
User DataData proofs and Hashes, metadata commitments, redundancy incentives
ReferralEcosystem growth incentives

Cost posture: the layer uses rollup technology, bundling many operations into single on-chain transactions. This matters because the economic model depends on frequent micro-transactions for work and payments - without batching, the coordination cost would exceed the value of the work being coordinated.

8. DePIN Node Topology#

What it does: The whole platform runs on a Decentralized Physical Infrastructure Network - a community-owned network of machines instead of one company's servers. Three node classes, three hardware profiles.

NodeLayerRequirementFunction
Inference NodeAI LayerHigh AI compute - GPUs, specialised acceleratorsExecutes model inference and agent reasoning
Storage NodeData LayerHigh storage capacity, high availabilityHolds encrypted, fragmented public and private data
Relay NodeOSN LayerHigh bandwidth, low latency, reliable connectivityBridges on-chain and off-chain data into the system

Why decentralisation is load-bearing here, not decorative:

  • No single point of failure. Data survives node outages because it's replicated across the storage plane.
  • Censorship resistance and open participation. Anyone with suitable hardware can contribute compute and earn rewards, which prevents a handful of operators monopolising the inference layer.
  • Tamper evidence. Fragmentation plus on-chain proofs mean data modification is detectable, not silent.
  • Economic honesty. Staking makes misbehavior expensive; slashing makes it costly in practice.

9. End-to-End Request Lifecycle#

Putting it together - here is what happens between a question and an answer.

  • Data aggregation - time-series, sentiment, events, and relational datasets stream in continuously through OSN, independent of any user request.
  • Query intake - a natural-language question arrives in AsenseIQ; the LLM layer parses and decomposes it.
  • Relevance gating - intent is classified and domain alignment is checked. Off-domain queries stop here.
  • Model inference - TFT, Helformer, and SegRNN generate forecasts against features assembled from the Vaults and the OSN cache.
  • Agent coordination - the orchestration graph merges predictive, technical, sentiment, and event reasoning, including any custom agents.
  • Guardrail evaluation - confidence thresholds are applied; low-confidence branches route to fallbacks.
  • Narrative synthesis - the LLM layer translates quantitative output into interpretable explanation with confidence metrics attached.
  • Delivery - results reach the AsenseIQ dashboard with low latency and explicit confidence scoring.
  • Settlement - inference receipts, storage attestations, and relay proofs are committed on-chain; contributing nodes are paid.

The $ASENSE Token#

FIXED SUPPLY — 10,000,000,000 $ASENSE30%Presale30%Ecosystem20%Reserve10%Team10%LiquidityPRESALE RELEASETGE10% liquid+1 monthcliff ends+7 monthsfully vestedLinear vesting over 6 months after a 1-month cliff
Allocation across five buckets, and how presale tokens actually unlock.

Meet $ASENSE, the native utility token of the AsenseAI ecosystem.

$ASENSE is the key that unlocks our platform's full potential. It’s the fuel, the access pass, and the mechanism that ensures everyone involved - from users to builders - is working toward the same goal. It’s the economic heart of everything we do.

More Than a Token: What $ASENSE Actually Does#

The most important question about any token is, "What can I actually do with it?" With $ASENSE, the answer is plenty. It’s woven into every aspect of the platform.

Pay for Platform Use
Just like you need gas to drive a car, you use $ASENSE to power the AI. Small fees in $ASENSE are used to run your Prediction Agents, store data in your private Data Vault, and automate your strategies.
Put Your Tokens to Work (Staking)
You can lock up your $ASENSE tokens to help secure the network and validate the predictions it makes. In return for your contribution, you earn a share of the protocol's fees and other rewards. It’s a way to make your investment productive.
Get Rewarded for Helping Out
The ecosystem fund, paid in $ASENSE, is there to encourage community growth. This includes grants for developers building new tools, prizes for trading contests, and rewards for providing liquidity.
Unlock Fee Discounts
The more $ASENSE you stake, the more you save. Users in higher tiers will get reduced fees, making the platform even more efficient for our most committed community members.

A Fair Launch: $ASENSE Tokenomics#

We believe a strong community is built on a fair foundation. That’s why the tokenomics of $ASENSE are designed for long-term health and decentralization, not short-term hype.

Note

There is a fixed supply of 10 billion $ASENSE. No more will ever be created, ensuring the token is designed to be scarce.

First, the basics: there is a fixed supply of 10 billion $ASENSE. No more will ever be created, ensuring the token is designed to be scarce.

Here’s how that supply is allocated:

Bucket% of SupplyCliffVestingPurpose
Presale30%1 month6 months (10% liquid at TGE)To get the token into the hands of our earliest believers and community.
Ecosystem & Community30%3 months18 monthsTo fund grants, rewards, and contests that help the platform grow.
Future Reserve20%3 months18 monthsKept for strategic partnerships, acquisitions, and long-term planning.
Team10%3 months24 monthsTo align our core builders with the long-term success of the project.
Liquidity & Listings10%0 months0 monthsTo make sure there's a healthy market for buying and selling on exchanges.
Note

10% of Presale tokens are unlocked at the Token Generation Event (TGE) to provide initial circulation.

Cliff
Think of this as a waiting period. It's a set amount of time after the token launch before any tokens from that bucket can begin to be released. For example, the Team has a 3-month cliff, meaning no team tokens are unlocked for the first three months, ensuring they are committed to the project's initial growth.
Vesting
This is the gradual release schedule that happens after the cliff period is over. Instead of getting all their tokens at once, recipients get them slowly, bit by bit, over the vesting period. For instance, the Team's tokens are released in small, equal amounts over 24 months.

What This All Means in Plain English:#

No Big Team Dumps
Notice the Team and Reserve tokens have long "vesting" periods. This means the team has to wait months before they can even begin to access their tokens, and they receive them slowly over two years. This ensures we're all focused on long-term growth.
A Healthy Market from Day One
A full 10% of the supply is dedicated to providing liquidity on exchanges right at launch. This helps create a stable and reliable market for everyone.
Trust Through Code
This entire release schedule isn't based on a promise; it's locked into audited smart contracts. The process is automated and transparent, removing the risk of manual manipulation.

An Honest Look: Risks & Our Plan#

Every project has risks. Building trust means being upfront about them and having a plan in place. Here’s what we’ve thought about and how we’re prepared.

The Risk
Big sell-offs when tokens are unlocked.
Our Mitigation
Instead of releasing tokens in big chunks, our unlocks are gradual and linear, happening every month. This, combined with deep liquidity from day one, helps the market absorb new supply smoothly.
The Risk
The AI models don't perform as expected over time.
Our Mitigation
That's exactly what the huge 30% Ecosystem fund is for. It gives us the resources to incentivize the world's best data scientists and developers to constantly build, test, and optimize our Predictive Agents.
The Risk
Hacks or smart contract bugs.
Our Mitigation
Our contracts undergo full security audits from reputable firms before launch. Additionally, by using established technologies for staking, we add another powerful layer of economic security to the system.

Ultimately, the entire $ASENSE economy is designed to create a positive feedback loop: users stake $ASENSE to get value, builders get grants to create more tools, the tools generate more fees, and the token captures that value. When the platform wins, the entire community wins with it.

Ready to join the AsenseAI community and get your hands on some $ASENSE tokens? Fantastic!

So, you’ve completed your purchase, the transaction was a success, but you don't see the $ASENSE tokens in your wallet.

The $ASENSE Referral System: Share a Link, Earn 10%

So, you have your unique referral link and you’ve shared it with a few friends. That’s a great start! But if you’re ready to level up and seriously multiply your 10% bonuses, it’s time to think like a pro.

Want to get involved with the AsenseAI ecosystem and earn some $ASENSE tokens without diving straight into the presale? You’re in the right place!

At AsenseAI, we believe in recognizing and rewarding our most committed community members. That’s where our gamified ranking ladder comes in.