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By Webacy Inc.
Offers real-time wallet and token risk scoring to help Stellar ecosystem be safer using DD’s on-chain threat intelligence.
Webacy’s DD platform provides real-time risk scoring for wallets and tokens, enabling Stellar-based applications wallets, block explorers, DEXs, and even the Stellar team itself to identify scams, phishing attempts, and malicious activity before user harm occurs. By integrating with Stellar, DD will power a trust layer across the ecosystem, allowing developers to query wallet and token safety scores and display warnings or take action before transactions are executed. This infrastructure will make Stellar network safer and more resilient for new users, institutions, and for on-chain finance.
We have a number of services, but here are some of the highlights:
Fund Flow analysis: screen wallets, transactions, and protocols for malicious or risky fund flows, helping platforms stay compliant, fight malicious behavior, and keep users safe
Wallet and Token scoring: DD any address on chain, giving users and builders insights into financial, behavioral, and code-based risks to make better decisions
Transaction Simulation: industry-best tx simulation to catch issues before they're executed on-chain
We have a ton of other services and products and are excited to bring them to Stellar!
Maybe in the future, but not in this submission
$150.0K
Integrate with at least 2 Stellar-based applications (wallets, explorers, DEXs, apps, etc.) using the DD risk scoring API
Process 1,000+ Stellar wallet and token risk queries within the first 90 days post-launch.
Reduce scam interactions by helping users avoid risky transactions and assets, measured through partner feedback and DD score-triggered warnings.
Impact:
These milestones will make the Stellar ecosystem safer for users by embedding real-time risk analysis at the point of interaction. By surfacing risk data in products used daily by developers and end-users, we directly expand financial access with confidence, especially for newer participants who might otherwise fall prey to scams.
We will open our free tier of Stellar-specific API access to allow wallets, explorers, and DEXs in the ecosystem to easily integrate DD scores into their products. Our team will directly engage with key Stellar projects to pilot integrations, offering technical support and custom deployment guidance. We've proven this strategy across other blockchains that we have gone live with! Our focus is to become the default safety infrastructure for Stellar-based applications by reducing integration friction and proving immediate user value through better transaction safety and scam prevention.
Webacy has secured over 50 active integrations across wallets, block explorers, DEXs, and infrastructure partners, including industry leaders like Etherscan, Revoke.cash, OKX, Quickswap, and Seitrace, Coinbase, Ledger, and many more.
Our risk engine processes over 5 million API calls per month, across 10 supported chains, with 3 additional integrations underway.
We’ve achieved $500K ARR (growing) and are approaching our Series A after raising $8M to date from top-tier investors including Mozilla Ventures, gmjp, Quantstamp, and others.
Our solutions are battle-tested in production environments, already protecting millions of users from scams, address poisoning, and malicious smart contracts. This traction demonstrates both strong product-market fit and demand for scalable risk tooling, momentum we are excited to bring into the Stellar ecosystem.
We're also an active ecosystem member of crypto, sponsoring hackathons like the REDACTED (security-focused) hackathon, along with a number of other developer-friendly events.
Our consumer platform DD.xyz (free to users) has over 100k+ users, actively querying DD data every day.
1. [Deliverable 1]: Risk Scoring Engine Adaptation for Stellar
Brief Description: Extend the existing DD risk scoring infrastructure to ingest and process Stellar-specific data, including Stellar token contracts, historical blockchain data, and formats.
How to Measure Completion: Successful parsing, storing, and analysis of Stellar blockchain data into the DD pipeline
Estimated Date of Completion: Approval date + 45 days
Budget: $50,000
(Engineer time, payment to infrastructure providers for Stellar data and pipeline deployment)
Brief Description: Build and integrate Stellar-based wallet and token risk scoring into our existing developer API suite.
How to Measure Completion: Stellar risk endpoints are live in our API environment, with internal documentation and test coverage complete.
Estimated Date of Completion: Deliverable 1 + 15 days
Budget: $45,000
(Engineering + QA for endpoint development, staging deployment, API testing)
_ _
3. [Deliverable 3]: Monitoring and Log Tracing
Brief Description: Extend Webacy’s monitoring and tracing capabilities to track API usage on Stellar, maintain service, and flag for risky activity
How to Measure Completion: Stellar support synced to our current monitoring systems for other chains, flagging for latency issues, downtime, and overall functionality.
Estimated Date of Completion: Deliverable 2 + 10 days
Budget: $15,000
(engineering, internal QA testing, costs for tracing and monitoring)
Since our technologies are not smart contracts themselves, it would actually make more sense for us to build and deploy directly on Stellar mainnet. This way, all of our technologies, data sets, and ML models are trained on real data, where real financial risks and economic/behavioral patterns can be observed.
For this portion of the Tranche, we will improve on data redundancy, integrate multiple data providers for Stellar data (in case one goes down or is sending problematic data), and reinforce our risk engine with cross-chain intelligence from our current data pipelines.
1. [Deliverable 1]: Live Launch with Protocol Partners
Brief Description: Live integration of DD technologies into projects built on Stellar
How to Measure Completion: Integrations launched with at least 2 projects on Stellar (block explorers, wallets, dex, etc.)
Estimated Date of Completion: Tranche 2 + 60 days (pending partner integration timeline)
Budget:
$20,000
(API cost subsidy to partners to fund the integration)
2. [Deliverable 2]: Stellar Integration into DD.xyz
Brief Description: Get full Stellar DD results in our UI dashboard at DD.xyz
How to Measure Completion: Ability to view DD analysis on Stellar blockchain live on DD.xyz app
Estimated Date of Completion: Tranche 2 + 60 days
Budget: $20,000
(Front-end engineering, Stellar integration into dashboard UI/UX, internal QA testing)
Maika Isogawa, CEO, co-founder: Stanford CS/AI, Cirque du Soleil acrobat, Former Microsoft Cybersecurity engineer
https://www.linkedin.com/in/maikaisogawa/
Jeremiah O'Connor, CTO: former Binance, Coinbase principal investigator, Cisco Cybersecurity, co-founder at Trugard (funded by Evolution Equity, Masterkey) https://www.linkedin.com/in/jeremiah-o-connor-4a55aa40/
Brian Wong, co-founder: founder and GP of Ascii Ventures, former founder of Kiip, raised $32mm, acquired by Ninthdecimal https://www.linkedin.com/in/wongbrian/
Rodrigo Lajous, lead Engineer: former lead engineer at POAP https://www.linkedin.com/in/rodrigo-lajous/
Maika
Brian Wong
No other submissions.