Audit & prioritize
Identify opportunities, risks, available data, dependencies and the most realistic path forward.
Expertise
Technical domains.
Business contexts.
This page explains what Osmove can ship and the environments we know how to work in. The Technologies page then details the stacks and architecture choices.
Product, AI and architecture
References from real products
Handover to internal teams
Engagement modes
Pick the expertise that fits the moment.
Depending on your maturity, Osmove can help with short framing, architecture, development or industrialization. The goal stays the same: reduce risk and ship something usable.
Architect
Define the stack, API contracts, data model, infrastructure, security and reversible technical decisions.
Build
Develop in short increments: product, AI, integrations, tests, design system and useful documentation.
Industrialize & operate
Release, observe, secure, fix, train teams and organize long-term maintenance.
Domains
The technical domains we know how to mobilize.
This expertise is not theoretical: it comes from products we build and operate, then from client projects where it has to hold inside a real information system.
Web & full-stack
Production Rails / TypeScript apps with rock-solid testing, CI/CD and ops.
- Ruby on Rails, Hotwire, Turbo, Stimulus, ActionCable
- TypeScript, React, Tailwind, Vite, Bun
- PostgreSQL, Redis, Sidekiq, Solid Queue, Mission Control
- Heroku, Cloudflare, Docker — multi-tenant + multi-region
Shipped in
Twoody
Backlog
CarConfigurator
Mobile & wearables
Native and hybrid apps from concept to App Store / Play Store.
- React Native + Expo, native iOS (Swift, SwiftUI), Android
- Apple Watch (watchOS), real-time voice on the wrist
- Background tasks, push, deep links, complex permissions
- TestFlight, EAS, signing, App Store / Play Store releases
Shipped in
Twoody
Twoody-Watch
AI, ML & LLM systems
LLMs, RAG, machine learning, deep learning, vision and agents — production-grade.
- OpenAI, Anthropic, Gemini, Mistral, local models and ML pipelines
- Embeddings, vector databases, hybrid search, RAG and reranking
- Computer vision, OCR, classification, scoring and deep learning
- Tool-calling, agents, cost/latency caps, fallbacks and observability
Shipped in
Twoody
Backlog
Lint
Voice & real-time
From wake-word to bi-directional realtime voice agents.
- OpenAI Realtime API, WebRTC, low-latency duplex audio
- Twilio Voice + Media Streams for AI phone agents
- Wake-words (OpenWakeWord, MFCC/DTW), VAD, speaker verify
- TTS / STT pipelines, multi-voice, multi-language
Shipped in
Twoody
PhoneVoice
Troubadour
Hardware & IoT
Embedded firmware on Raspberry Pi and NVIDIA Jetson — shipped.
- Python firmware on Raspberry Pi 4/5 and Jetson Nano
- Audio I/O (PyAudio, ALSA), microphone arrays, beamforming
- OTA updates with kill-switch, device pairing, telemetry
- Enclosure design, thermal management, BOM optimization
Shipped in
Twoody-Device
Troubadour
Streaming & audio
Server-Sent Events, WebRTC and Twilio media streams in production.
- Server-Sent Events for LLM token streams
- WebRTC peer-to-peer + SFU for low-latency audio
- Twilio Media Streams (μ-law) for telephony bridges
- ActionCable / WebSocket fan-out for real-time UI
Shipped in
Twoody
PhoneVoice
Security & compliance
GDPR-ready by default — auth, audit, secrets, hardening.
- OAuth (Google, Apple, GitHub), JWT, Devise, MFA
- Role-based access control (Pundit, scoped queries)
- Append-only audit logs, secret scanning (gitleaks), DKIM/SPF
- GDPR compliance, DPA, data retention, right-to-erase
Shipped in
Twoody
Backlog
CarConfigurator
Open source
We publish, maintain and fund actual open-source projects.
- Apache 2.0 / BSL 1.1 licensing strategy
- Multi-package npm publishing, Homebrew formulas
- GitHub Actions CI, gitleaks, semantic releases
- Contributor docs, CLA bots, community governance
Shipped in
Backlog
Lint
Twoody-Local
Business experience
Business contexts where engineering has to hold.
We work in environments where integrations, compliance, data quality and operations matter as much as the interface.
Fintech & payments
Transactional platforms, payment integrations, reporting, traceability, application security, risk management and compliance constraints.
E-commerce & retail
Catalogs, checkout flows, payments, logistics, back offices, frontend performance and ERP/CRM integrations.
CRM, ERP & business tools
Internal applications, sales workflows, dashboards, permissions, imports/exports, automations and data-quality work.
Health, medtech & sensitive data
Products where confidentiality, auditability, business validation and data governance need to be designed from the start.
Automotive & configurators
Configurators, vehicle tracking, distribution networks, business integrations and robust interfaces for field teams.
Ops, support & critical applications
Tools used daily by teams: reliability, observability, roles, documentation and long-term maintenance.
What ties it all together
We're not a generic agency. We ship our own products end-to-end — that's why every domain on this page has at least one production reference. We bring the same level of rigor to client work.
- From cadrage to long-term ops — not just delivery
- We own the infra: Heroku, Cloudflare, Postgres, observability
- We test what we ship — RSpec, integration, smoke, contract
- We sign DPAs, run audits, and document for compliance
Stack we work with daily.
Not sure which expertise you need yet?
Send the context: business goal, existing systems, data, constraints and timeline. We will help pick the useful angle before jumping to a solution.
Short diagnostic
Realistic architecture
Production path