We build and modernize real production systems — the kind that stay fast under load, stay predictable during growth, and stay maintainable long after launch. Whether you need a new SaaS product, an internal tool, an AI workflow, or a hardened kiosk environment, we ship clean, documented work with clear ownership and measurable outcomes.
Digital Engineering
Customer-facing products and internal systems built with performance budgets, clean architecture, and a delivery cadence you can trust.
Enterprise Web Platforms
Next.js apps built for Core Web Vitals, SEO, and long-term maintainability
SaaS dashboards, admin panels, and role-based access control (RBAC)
Design system + component libraries for consistent UI at scale
Integrations: payments, analytics, auth providers, CMS, and third-party APIs
Observability-ready builds: structured logs, metrics, and error tracking
Mobile Application Development
React Native apps with clean state management and production-grade architecture
Progressive Web Apps (PWA) optimized for fast startup and offline-friendly flows
Native iOS/Android performance fixes (startup time, memory, animations)
Release engineering: CI builds, signing, store submissions, staged rollouts
Analytics + crash reporting to see what users actually experience
Custom Software Solutions
Internal tools that reduce manual work and eliminate spreadsheet chaos
Legacy system modernization (rewrite, strangler pattern, or incremental refactor)
API design: REST/GraphQL, versioning strategy, pagination, rate limits
Database architecture: schema design, indexing, migrations, and backups
Performance tuning: slow queries, caching, and bottleneck removal
AI & Intelligence
Practical AI that’s measurable in production: grounded outputs, evaluation gates, and workflows that don’t break the moment the prompt changes.
LLM Training & Fine-Tuning
Custom chat assistants trained on your docs, tickets, and knowledge base
RAG pipelines with chunking, retrieval tuning, and source citations
Open-source model hosting (Llama/Mistral) with GPU + cost controls
Prompt + tool design that reduces hallucinations and increases reliability
Evaluation harness: golden sets, regression checks, and quality metrics
Process Automation
Workflow automation using n8n/Zapier (or custom) with audit trails
Scrapers/crawlers with retries, dedupe, and anti-breakage design
Automated reporting that pulls from DBs/APIs and delivers on schedule
Offline-first flows for unreliable network environments
IoT Solutions
Raspberry Pi / Jetson builds with hardware drivers and service orchestration
Sensor ingestion pipelines with buffering, retries, and data validation
Remote device management: monitoring, logs, updates, and fleet status
Edge compute: inference on device + upload of compact events
Security: keys, provisioning, and least-privilege system design
System Administration
Linux server hardening, patching strategy, and baseline configurations
Docker/Kubernetes setup with sane defaults and repeatable deployments
Cloud builds across AWS/GCP/Vercel with cost + reliability guardrails
CI/CD pipelines with staging environments and safe rollout patterns
Security audits: permissions, secrets, dependency risk, and fixes
Not sure where to start?
If you’re deciding between a rewrite vs. improvements, choosing a stack, or planning how to scale without breaking things — we can help. In a short call, we’ll map your goals, identify risks, and suggest the most practical path forward (including what not to build).