Industries
Who we build for
We work with trading desks, crypto venues, Web3 platforms and fintech teams that need reliable engineering around money and risk.
Main groups
Industry teams we support
Focused engineering for systems where uptime, controls, and speed all matter.
- Trading firms & desks
- Crypto exchanges, brokers, venues
- Funds & asset managers
- Web3 protocols & platforms
- Tokenization / RWA / DeFi platforms
- Fintech + payments + SaaS infra teams
Industry patterns
What breaks and what we build
A practical view of failure points and delivery focus by industry.
Exchanges & Venues
What breaks
- Order flow bottlenecks under volatility
- Weak incident telemetry
What we build
- Execution + risk control paths
- Operational dashboards + alerts
DeFi / Liquidity
What breaks
- Unsafe release flows
- Monitoring gaps for pools and incentives
What we build
- Safer launch controls
- Liquidity telemetry + runbooks
Token Launch / IDO / Airdrops
What breaks
- Claim abuse and edge-case failures
- Coordination issues at launch
What we build
- Distribution controls + anti-abuse
- Launch operations workflows
RWA / Tokenization Platforms
What breaks
- Audit trail fragmentation
- Settlement process fragility
What we build
- Traceable data flows
- Reliable settlement support systems
Trading Infrastructure
What breaks
- Latency unpredictability
- Risk controls too manual
What we build
- Execution reliability architecture
- Automated risk and alerting rails
AI Ops Automation
What breaks
- Manual triage overload
- No guardrails for agent actions
What we build
- Copilot-driven workflows
- Approval and audit layers
How pages work
How to use these pages
Treat them as fit signals, then tailor to your constraints.
Each industry page highlights common risk points, implementation patterns, and what we typically deliver.
Not on the list? If your system touches markets, ledgers, or regulated workflows, we can still likely help.
Talk about your use case →