Services
S5 Labs helps teams ship real-world AI, automate operations, and build software systems that hold up under enterprise expectations.
AI Implementation
Design and deploy practical AI systems that integrate cleanly with your data, processes, and existing software stack.
What we do
- Discovery + feasibility: define the use case, success metrics, and constraints
- Data readiness: schema alignment, quality checks, and governance
- Model strategy: LLM workflows, classical ML, or hybrid approaches
- Deployment: secure APIs, monitoring, and continuous improvement loops
Typical deliverables
- Solution architecture + implementation plan
- Working prototype (rapid validation)
- Production deployment with observability (logs/metrics)
- Documentation + handoff for internal teams
Example use cases
- Support triage and response drafting
- Knowledge retrieval over internal docs
- Forecasting and anomaly detection
- Document understanding and extraction
Automation
Reduce manual work and operational friction by automating workflows end-to-end, with reliability and auditability built in.
What we do
- Process mapping: identify bottlenecks and high-leverage automation targets
- Workflow orchestration: event-driven pipelines, queues, and retries
- Integrations: CRMs, ERPs, ticketing systems, and custom internal tools
- Controls: approvals, audit logs, alerting, and rollback strategies
Typical deliverables
- Automation blueprint (systems + triggers + failure modes)
- Production workflows with monitoring and error handling
- Runbooks + alerting configuration
- Security review + least-privilege access model
Example use cases
- Lead routing and enrichment
- Invoice and document processing
- Automated reporting and scheduled exports
- Compliance checks and policy enforcement
Software Development
Build modern, scalable software products and internal systems with clean architecture and maintainable TypeScript-first codebases.
What we do
- Product engineering: from MVP to production-scale systems
- API development: secure, well-typed interfaces and integrations
- UI engineering: clean component systems and strong UX fundamentals
- Quality: testing strategy, CI/CD, and performance optimization
Typical deliverables
- Architecture + technical design docs
- Production-ready application (frontend + backend)
- CI/CD pipelines and deployment guides
- Post-launch support and iterative roadmap execution
Example use cases
- Internal admin tools and dashboards
- Customer portals and SaaS applications
- Data platforms and integration hubs
- Legacy system modernization
Ready to build?
Tell us what you’re trying to ship. We’ll help you define scope, move quickly, and deliver production-grade results.