For DeFi Protocol Teams
GhostWork builds automated reporting systems that pull TVL, yield, and volume from chain and generate your weekly community updates, investor reports, and protocol dashboards with less manual reporting work.
Your protocol moves fast. Your reporting should too. Every week your team spends hours compiling the same metrics is a week spent not shipping.
30-minute call. We map your reporting bottleneck and show you exactly what can be automated.
The reporting tax every DeFi team pays
Protocol reporting is invisible overhead. It does not ship product, close integrations, or grow TVL. It just takes time your team could spend elsewhere.
Weekly updates take a full afternoon
Someone on your team pulls TVL from Dune, yield rates from the protocol, volume from Coingecko, formats it into a Twitter thread, posts to Discord, updates the investor deck. Every single week. The same data, the same workflow, hours of manual work.
Metrics lag behind the protocol
By the time the weekly report goes out, the numbers are already 48 hours old. Community members see outdated TVL on your dashboard. Investors read a snapshot that does not reflect what happened Tuesday night. Fast markets need faster reporting.
Investor reports start from scratch each month
Monthly portfolio updates, DAO treasury reports, and ecosystem summaries each start from scattered data sources. The format is inconsistent. The turnaround is slow. The team that should be building is writing spreadsheet formulas.
What gets built
One metrics surface. Scoped build and handoff on your infrastructure. You keep the working system and its source materials.
Automated metrics pipeline
TVL, yield rates, volume, and liquidity depth pulled directly from on-chain data and protocol APIs on a schedule you set. Reduce manual Dune queries and copy-pasting from explorers. The data source stays consistent.
Weekly community reports, auto-generated
A structured weekly update formatted for Discord, Twitter, and your newsletter, generated and queued for review. Your team approves before anything goes public.
Investor and DAO reporting automation
Monthly protocol summaries, DAO treasury reports, and ecosystem updates built from your live data, formatted consistently, ready to send. One audit-ready document generated automatically from the same data source every time.
Built for how DeFi actually works
From manual reporting to a scoped automated system
Map the reporting surface
We start with your team identifying which metrics matter, where the data lives, and what format the outputs need to take. We scope the first build against what actually ships, not a wishlist.
Build the data pipeline
We wire the on-chain and off-chain data sources, build the transformation layer, and connect it to your output channels. Everything is versioned, documented, and tested before it touches production.
Deploy and iterate
First automated report goes out in week six. Two months of iteration included. We tune the format, timing, and data sources based on how your community responds. Full handoff at week fourteen.
Ghost Ops Pilot
Start with one metrics surface.
Pick the highest-friction reporting workflow, whether weekly community update, monthly investor report, or live TVL dashboard. $5,000 flat for a scoped Phase 1 build. Two months of iteration can sit in the same SOW. You keep the system and source materials after handoff.
Ready to stop writing it manually?
A 30-minute call where we map your reporting stack and show you what can be automated in six weeks. Specific to your protocol, your data sources, your audience.
Book a Free Ops Audit