Service pillar
Product engineering without the handoff tax.
Svorus builds custom software from product discovery through production release, with architecture, design, delivery, and operations moving together.
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Overview
This pillar covers the full product build cycle for teams that need dependable execution across web, mobile, APIs, and modernization.
Product strategy and discovery
What breaks without it
Builds drift when user need, technical shape, and business priority are discovered after engineering starts.
How Svorus approaches it
We define the product surface, core workflows, constraints, and release slices before committing the team to a build plan.
Deliverables
- Problem framing and user workflow map
- MVP and release-slice definition
- Technical feasibility review
- Delivery backlog and acceptance criteria
Web application engineering
What breaks without it
Modern web apps fail when frontend, API, data, performance, and accessibility are treated as separate tracks.
How Svorus approaches it
We build web applications with typed contracts, component systems, resilient data flows, and production observability.
Deliverables
- Frontend application architecture
- API integration and state strategy
- Reusable component implementation
- Performance and accessibility baseline
Mobile engineering
What breaks without it
Mobile delivery becomes expensive when platform differences, release operations, and offline behavior are handled late.
How Svorus approaches it
We choose native or cross-platform based on product needs, then plan release, analytics, and support from the start.
Deliverables
- Mobile architecture recommendation
- iOS, Android, or cross-platform build
- Release and store submission workflow
- Crash, analytics, and feedback instrumentation
Application modernization
What breaks without it
Legacy systems slow delivery when risk, data contracts, and migration sequencing are left implicit.
How Svorus approaches it
We modernize in slices, preserving business continuity while replacing fragile paths with observable, maintainable services.
Deliverables
- Legacy system assessment
- Incremental migration plan
- API and data contract design
- Cutover and rollback strategy
Where this applies
Relevant industries
Related work
Product and case-study proof
Related work should connect service claims to verified Svorus products, repository-backed case studies, or clearly labeled lab projects.
SupportOps Agent: AI support workflow lab
SupportOps Agent is a Svorus Lab concept for AI-assisted support operations with ticket triage, retrieval, tool calls, human approval gates, and agent observability.
Enterprise RAG Copilot: document intelligence lab
Enterprise RAG Copilot is a Svorus Lab concept for private document intelligence with ingestion, hybrid retrieval, cited answers, governance, and evaluation loops.
Voice Booking Agent: realtime AI calling prototype
Voice Booking Agent is a Svorus prototype concept for realtime AI calling with slot extraction, calendar and CRM tools, transcript review, and human handoff controls.
Visual Inspection AI: defect detection lab
Visual Inspection AI is a Svorus Lab concept for computer vision defect detection with edge capture, anomaly localization, human review, and model feedback loops.
Eleviy: AI fitness and nutrition product
Eleviy is a Svorus-owned AI fitness and nutrition product with a Flutter mobile app, FastAPI backend, multimodal meal analysis, personalized coaching, and workout generation.
Loveton: mobile-first relationship app for couples
Loveton is a Svorus-owned couples app with a Flutter mobile experience, FastAPI backend, real-time partner interactions, shared rituals, mini-games, subscriptions, notifications, and media workflows.
Glowskin: AI skin and hair coaching platform
Glowskin is an AI skin and hair coaching case study with a Flutter mobile app, FastAPI backend, Gemini image analysis, routine generation, ingredient scanning, subscriptions, tracking, and compliance pages.
Sample engagement: Healthcare intake platform modernization
An illustrative example of a privacy-aware intake workflow that connects product engineering, integration, data, and cloud reliability.
Sample engagement: Live-ops dashboard for a game studio
An illustrative example of a live-ops and analytics dashboard for a game team managing events, telemetry, and player-facing changes.
FAQ
Questions this service usually raises
Can you work inside our existing repos?
Do you handle UX and UI design?
Can you modernize without a full rewrite?
How do you keep scope controlled?
Scope the AI product, agent, SaaS, or platform you want to build.
Bring the workflow, data, users, integrations, and constraints. We will help shape the first responsible release path.