We build datapowered systems that predict, decide, and scale.
Analytics & Computing
ADG designs and runs crypto and industrial data infrastructure, monitoring, and analytics so your teams get earlier signals, reliable pipelines, and measurable outcomes.

We do the engineering work that removes guesswork: nodes and RPC that stay up, data flows that stay clean, detectors that warn early, and reports executives can act on.
  • 99.98%
    Average uptime of supported network
  • 24/7
    Monitoring and support available
  • 7 experts
    Datascientists & DevOps
  • 3 days
    to deploy 100 nodes.
  • DATA CORE

    Clean, governed datasets your teams can trust.
    Data Core is the layer that stops BI and ML from stalling.

    We collect from DBs, APIs and files, clean and deduplicate entities, enrich with open data and publish versioned datasets with schema and lineage.

    Finance gets leakage found in CRM and ERP exports without touching banks. Analysts onboard faster, models train repeatably and downstream tools stop breaking when sources change. Simple files, clear contracts, no lock-in.
  • Clean, enriched, versioned datasets your teams can trust.
    Most ML and BI delays come from messy inputs, not modeling. ADG collects from DBs, APIs, and files, cleans and deduplicates entities, enriches with open data, and publishes documented datasets in Parquet or CSV with lineage and tests.
    New hires onboard fast, models train repeatably, and analysts stop reconciling exports.
    Optional refresh keeps data current without breaking downstream work.
    Build my dataset
  • Find lost cash in CRM and ERP by fixing duplicates, delays, and anomalies.
    When CRM and billing states are inconsistent, money leaks quietly. ADG works with approved exports or read-only APIs, reconciles bookings to invoices, flags stalled stages and mismatched statuses, and quantifies leakage with concrete rows.
    You get a prioritized cash-recovery list and small data checks that prevent repeat issues.
    No access to banks or gateways, just practical engineering fixes.
    Run revenue audit
  • Datapowered crypto intelligence that spots opportunities before the crowd.
    Crypto moves faster than manual research. ADG consolidates onchain signals, DeFi activity, and wallet behavior to surface narratives, rotations, and arbitrage paths before they hit public dashboards. You stop reacting and start anticipating. We deliver real-time alerts to your bots and analysts, plus weekly intelligence summaries, so decisions happen earlier and with proof, not screenshots.
    See early signals
  • COMPLIANCE

    Evidence that stands up to reviews - built the engineering way.
    Compliance is where we prove resilience and controls with working systems, not slide decks.

    For DORA we centralize logs and metrics, codify incident roles, run tabletop and safe chaos tests and verify restores.

    For NIS2 we add SBOM and vuln gates, standardize logging and harden clusters with practical defaults. You get concise, audit-ready evidence, clear ownership and controls that engineers keep using after the review.
  • Evidence-based resilience in 6-8 weeks for EU financial entities.
    Auditors want proof, not promises. ADG centralizes logs and metrics, codifies incident roles, runs tabletop and safe chaos tests, and verifies backups with real restores. You get lean, verifiable evidence and runbooks that engineers actually use. The result is operational resilience that stands up to DORA reviews without a year of consulting overhead.
    Request DORA sprint
  • Core NIS2 controls for modern stacks in 4-8 weeks.
    Compliance fails when controls are theoretical. ADG adds SBOM and vuln gates to CI, standardizes logs and alerts with ownership, hardens K8s with PSA and least privilege, and proves backups restore within targets. You reduce real risk, meet reporting demands, and keep developer velocity by enforcing practical, testable controls instead of paperwork.
    Run NIS2 gap check
  • Bias, robustness, and explainability checks aligned with 2025 governance needs.
    Customers and regulators now ask how models decide, not just how accurate they are. ADG validates data lineage, tests fairness across cohorts, stress-tests predictions for brittleness, and produces readable explanations. Findings become a risk register with owners and fixes that land as code, not slides. You de-risk audits and RFPs, build trust with stakeholders, and keep deployments moving.
    Audit AI model
  • INFRASTRUCTURE

    Fast, reliable foundations for chains, data and compute.
    Infrastructure is how ADG gets you online early and keeps you stable under load. We deploy validators and full nodes quickly, provide dedicated HA RPC without downtime.

    Everything is code-driven, observable and hardened from day one. You scale across regions, add ZK or inference capacity when needed and avoid building a 24x7 SRE team.

    Less waiting on ops - more shipping product.
  • 100 nodes in 3 days for incentivized testnets, ZK workloads, and relays.
    Early participation beats perfect tuning. ADG ships validator, full, or archive nodes fast, hardened and observable from day one. We handle regions, snapshots, upgrades, and alerting so teams focus on tasks and rewards. Need ZK or inference compute next to data? We add it on demand. You enter testnets early, keep nodes stable under load, and scale globally without building a 24/7 SRE team.
    Deploy my nodes
  • High-availability RPC and governed pipelines for apps and analytics.
    Public RPC and ad hoc exports fail when traffic spikes. ADG provides dedicated HA RPC per chain, load balancing, and a single governed schema for onchain and offchain data. Polling becomes streaming where it matters. Observability, rate limits, and data contracts keep systems honest. You get faster products, reliable dashboards, and fewer outages caused by inconsistent or late data.
    Get dedicated RPC
  • Terraform to OpenTofu migrations with no downtime and better governance.
    After license changes, many teams need to switch tools without breaking production. ADG inventories backends and modules, rehearses state moves, converts modules, and rebuilds CI with policy-as-code and drift checks. Cutovers happen in tight windows with rollbacks ready. You keep uptime, reduce vendor risk, standardize modules, and empower teams to ship the next day.
    Migrate to OpenTofu
  • PREVENTIVENESS

    Prevent failures, plan actions, prove value.
    Predictive Ops turns signals into foresight. We use your telemetry and model evidence to forecast equipment failures, spot risky drifts and quantify impact before it hits KPIs.

    Alerts become tasks in your tools, thresholds reflect business cost, and fixes land as code - so outages shrink, maintenance is planned, and audits pass with data.
  • From post mortem to pre mortem with data-driven detectors and playbooks.
    Incidents rarely come from nowhere. Small signals accumulate across logs and metrics, then explode. ADG mines historical patterns, builds precise detectors, and wires alerts to the right teams. We correlate clues across services, simulate sabotage scenarios, and ship a minimal risk dashboard. You get earlier detection, fewer alert storms, and a clear path from signal to resolution without heavy process.
    Detect earlier
  • Predict equipment failures and cut downtime using your existing telemetry.
    Unplanned stops cost more than maintenance. ADG ingests OPC UA, MQTT, and CSV logs, computes asset health scores, and trains simple, testable failure models. Alerts become tasks in your CMMS, not another dashboard. Start with a small pilot, measure prevented stops and spare savings, then scale. You keep production moving, plan maintenance windows, and show ROI from sensors in weeks, not quarters.
    Predict equipment failures
  • Continuous monitoring of features, pipelines, and KPIs with alerts and monthly reports.
    When data drifts or pipelines break silently, dashboards lie and models decay. ADG baselines freshness, volume, schema, and feature distributions, then detects anomalies and prediction drift in real time. Alerts go to owners with context and a one-line next action. Monthly drift reports keep leaders informed without noise. You reduce firefighting and protect KPIs with a lightweight control loop.
    Start monitoring
How We Work
A lean, engineer-first path from request to results. Minimal paperwork - maximum build, run and prove.
Scope
We define goals, constraints, SLAs and access in one short brief, what success looks like, what we won’t do, and the earliest safe cutover. No endless meetings, a clear start line.
Design as code
We turn the brief into runnable plans - IaC modules, pipeline specs, data contracts, alert routes and rollbacks. Everything lands in repos with diffs you can review.
Ship & observe
We deliver in small, testable slices - stand up infra, wire data, harden access and add observability. Dashboards and alerts go live so issues surface before users do.
Validate & handover
We prove it under load and failure - smoke, shadow, chaos and restore tests - then hand you creds, a 1-page ops sheet and runbooks. Prefer us to run it - switch to managed mode.