Constant ServiceEngineering that goes the whole distance.
Two service lines, one discipline: we architect, build, ship, and operate — the same team, accountable at every stage.
Custom software, built end to end.
Production software for businesses that need reliable products, not prototypes. We take responsibility for the full stack — from database schema to app-store release.
Web Platforms & Dashboards
Full-stack web applications: customer portals, admin control panels, content management, and analytics dashboards. Server-rendered, fast, and built on modern React/Next.js foundations with real access control — role-based permissions, audit logs, and versioned configuration.
Mobile Applications
Native-quality iOS and Android apps from a single Flutter codebase. Onboarding flows, offline behavior, push notifications, deep personal- ization — designed, built, tested on physical devices, and shipped to the App Store and Google Play.
APIs, Data & Backend Systems
Versioned public APIs, ingestion pipelines, search, and scheduled jobs. We design data models that survive growth and write the enforcement in layers — validation at the edge, constraints in the database, tests locking the behavior.
Cloud & Production Operations
Deployment pipelines, environment management, monitoring, alerting, and cost control across Vercel, Google Cloud, Supabase, and GitHub Actions. We run what we build — releases are boring, and that is the point.
Everything that ships with an engagement
UI Engineering
Design systems, responsive layouts, motion.
iOS & Android
Flutter builds signed and store-ready.
Public APIs
Versioned REST endpoints with caching.
Data Modeling
Schemas, migrations, row-level security.
AI Integration
Multi-provider orchestration + fallbacks.
Auth & Access
Sign-in, roles, audit logs, suspension.
Jobs & Crons
Scheduled pipelines with telemetry.
Search
Fast, filtered, permission-aware search.
CI/CD
Zero-downtime deploys from every merge.
Observability
Metrics, error feeds, run histories.
Incident Response
Alerts, rollbacks, honest postmortems.
Living Docs
Architecture & runbooks that stay current.
Pipelines that run while you sleep.
This is what our production systems actually do, every run: ingest from hundreds of live sources, enrich with AI, classify, cluster, match user watchlists, and purge — with fallbacks at every step that can fail.
- Multi-provider AI with automatic failover
- Loud failures — silent errors are engineered out
- Every run measured, logged, and inspectable
// hourly run — all steps observable const run = await pipeline([ ingest({ sources: 134, regions: 11 }), enrich({ provider: "gemini", fallback: "groq" }), classify({ impact: true, breaking: true }), cluster({ maxPerStory: 12 }), match({ watchlists: "strict" }), purge({ olderThanHours: 12 }), ]); assert(run.ok); // fail loudly, never silently report(run); // 15,870 in · 6,904 kept · 14m
From idea to working technology.
We research, prototype, and productionize original technology in-house — then apply the same inventions to client work and our own products.
Applied AI Systems
Multi-provider AI pipelines with automatic fallback, quota-aware scheduling, and heuristic backstops — AI that keeps working when the quota runs out.
Intelligent Content Processing
Ingestion, classification, impact scoring, clustering, and summarization over live content streams — thousands of items per run, around the clock.
R&D Prototyping
Fast, honest prototypes that answer the real question — does this idea hold up against production data? — before a full build is committed.
How an engagement runs.
Discover
We map the problem, the constraints, and the definition of done — in writing, before any code.
Design
Architecture, data model, and interface design — reviewed with you, priced honestly, sequenced into milestones.
Build
Short cycles, working software every week, tested on real devices, with documentation growing alongside the code.
Operate
Launch, monitor, iterate. Pipelines, alerting, and a team that stays accountable long after release day.
The stack we trust in production.
Chosen for reliability and longevity — every item below runs in our own production systems today.