We build analytics dashboards that turn on-chain data into actionable insights. Protocol metrics, DeFi analytics, and real-time monitoring for Web3 applications.
On-chain data tells the story of how your protocol is actually being used — who your users are, which features drive engagement, where value flows, and how your economics are performing. But raw blockchain data is incomprehensible without the right analytics layer. Arthiq builds analytics dashboards that transform on-chain events into the metrics, charts, and insights that protocol teams need to make informed decisions.
Our analytics work spans public-facing dashboards that build community trust through transparency, internal operations dashboards that monitor protocol health, investor reporting tools that track key performance indicators, and user-facing analytics that help individuals manage their positions.
We build analytics infrastructure from the data pipeline to the visualization layer — indexing smart contract events, computing derived metrics, designing effective data visualizations, and building interactive interfaces that allow users to explore the data that matters to them.
Every protocol has key metrics that indicate its health and growth trajectory. For DeFi protocols, this includes TVL, trading volume, unique users, fee revenue, and liquidity depth. For NFT platforms, it includes floor prices, trading volume, unique holders, and listing rates. For DAOs, it includes governance participation, proposal pass rates, and treasury balance.
We design metric definitions carefully — ensuring that TVL calculations account for double-counting, that user counts distinguish genuine users from bot activity, and that revenue metrics separate sustainable fee income from inflationary token emissions. Getting these definitions right is essential for metrics that actually inform decision-making.
Our dashboards track these metrics over time with configurable timeframes, comparison periods, and drill-down capabilities. Protocol teams can see not just current values but trends, growth rates, and correlations between different metrics that reveal the underlying dynamics of their protocol.
The foundation of any analytics dashboard is a reliable data pipeline that processes on-chain events and computes metrics with accuracy and low latency. We build data pipelines using The Graph for event indexing, custom processors for derived metric computation, and time-series databases optimized for analytics queries.
Our pipelines handle the complexity of multi-contract protocols where a single user action triggers events across multiple contracts. We reconstruct the complete transaction context, compute metrics that span contract boundaries, and handle edge cases like failed transactions, internal calls, and proxy contract interactions.
For protocols that operate on multiple chains, our pipelines aggregate data from each chain into a unified analytics dataset. This cross-chain aggregation requires normalizing data formats, handling different block times and finality models, and maintaining consistency when chains have different levels of data availability.
Effective analytics require effective visualization. We design dashboard interfaces with charts, tables, and summary cards that communicate the most important information at a glance. We use appropriate chart types for each metric — line charts for time series, bar charts for comparisons, heatmaps for activity patterns, and sankey diagrams for value flow analysis.
Our dashboards are built with Next.js and modern charting libraries, providing responsive designs that work on desktop and mobile. Interactive features include date range selection, metric filtering, custom grouping, and export capabilities for further analysis.
We also build embedded analytics components that can be integrated into your application's existing interface — portfolio performance widgets, protocol status indicators, and activity feeds that show relevant on-chain events in real time.
Analytics dashboards also serve as operational monitoring tools. We build alerting systems that notify protocol teams when metrics exceed thresholds — TVL drops below a level, gas costs spike, user activity anomalies are detected, or protocol invariants are violated.
Monitoring dashboards provide real-time views of protocol health with automatic refresh, system status indicators, and incident tracking. For DeFi protocols, this includes liquidation queue monitoring, oracle health tracking, and utilization rate alerting.
Arthiq builds analytics infrastructure that gives protocol teams the visibility they need to operate effectively. Our Singapore-based team combines data engineering with blockchain expertise to deliver dashboards that genuinely inform decisions. Contact founders@arthiq.co to discuss your analytics requirements.
We build analytics dashboards that turn on-chain data into actionable insights. Metrics, monitoring, and visualization for informed protocol operations.