AI agents that turn noisy crypto markets into clear decisions.

Khawaja Ventures builds signal pipelines for onchain and perp markets: monitor, explain, and alert with accountable agent workflows.

Contact View approach

Built by Zakir Khawaja. US-based.

Turn raw market data into structured, explainable alerts. Each signal carries its reasoning, sources, and confidence level.

Event detection

Liquidations, funding flips, whale flow, governance events. Continuous monitoring across onchain and perp markets.

Agent explanations

Why it matters, what changed, confidence level and sources. Every alert is accountable, not a black box.

Delivery-ready

Email, Telegram, and API-ready outputs with full audit trail. Plug into your existing workflow.

Asset ETH-USD

Trigger Funding rate inversion + 14-day volume divergence on perp markets

Reasoning Perp funding rate flipped negative while open interest continues expanding. Settlement volume exceeding spot volume. Historically, this pattern precedes directional moves within 72 hours.

Actions

Monitor position sizing Set stop parameters Alert on regime change

Approach

Every signal is the product of a structured pipeline, not a single prompt. Here is how the system is designed.

Multi-agent workflows Specialized agents for detection, analysis, and delivery. Each step is scoped and auditable.
Retrieval + citations Every claim traces back to a data source. You can see where the information came from.
Guardrails Rate limits, sanity checks, and human override at every critical juncture.
Continuous evaluation False positive tracking and model performance reviews. The system is designed to get better over time.

Use Cases

Perps risk monitoring

Track liquidation cascades, funding rate shifts, and open interest anomalies across perpetual markets. Get alerts before risk materializes.

Airdrop farming & ecosystem tracking

Monitor protocol activity, governance proposals, and token distribution events. Stay ahead of ecosystem developments without constant manual checking.

Onchain narrative shifts

Detect when capital flows, whale behavior, and market structure signal a changing narrative. Context and reasoning included with every alert.

Healthcare × Web3

Monitoring tokenized health data rails and compliance-sensitive narratives at the intersection of healthcare, AI, and crypto.

Security & Compliance

We are honest about where we are. No inflated claims.

Principled logging and access control
No claims of regulatory approval
Designed to be auditable and explainable

Get in touch

Interested in what we are building? Reach out directly.