One accountable product lead
Scope, interface decisions, technical tradeoffs, and launch criteria have a clear owner.
Custom software for specialized operations
Software for work that does not fit off the shelf.
Vyshyvka designs and builds platforms for organizations with unusual records, staff workflows, and publishing needs. The same team shapes the product, writes the software, and deploys it.
Domain material
Files, records, media, source documents, databases, staff input.
System logic
Schemas, workflows, AI steps, validation, review state.
Working product
Websites, dashboards, internal tools, publishing screens.
Project handoffs
Check design assumptions against the data and implementation.
When one vendor designs the screens and another inherits the data and workflow, assumptions surface late and cost more to repair.
- 01
Domain material
Files, records, media, source documents, databases, staff input.
- 02
Product system
Data models, workflows, AI pipelines, validation, review state.
- 03
Working product
Websites, dashboards, internal tools, publishing screens.
Team cost comparison
See what an equivalent team costs.
The estimator prices the senior roles commonly needed to scope, design, build, validate, and launch a custom platform.
The offering
Reviewable automation
Every generated result keeps its sources, validation state, reviewer decision, and repair history.
Fewer handoffs
Design questions are resolved against the data model and working software before they become change requests.
Systems we build
Institutional platforms
Websites connected to records, events, media, permissions, files, and staff workflows.
- Public site
- Staff tools
- Data model
Archive and knowledge systems
Structured collections with provenance, search, review state, and publication tools.
- Catalog
- Review
- Publishing
AI workflow systems
Pipelines where extraction, validation, human review, telemetry, and writeback are built into the product.
- Sources
- Validation
- Review gates
Operational dashboards
Internal tools for teams working with messy data, status changes, filters, files, and approvals.
- Workflow
- State
- Permissions
Recent technology
Tools used in these projects.
Open a technology to see the job it performs in the featured work.
Next.js
Application framework for routed pages, server-rendered screens, and public site delivery.
React
Interface layer for reusable product screens, interactive workflows, dashboards, and internal tools.
TypeScript
Keeps data contracts, component props, workflow state, and integration boundaries explicit across the stack.
Tailwind CSS
Used for responsive layout, component styling, and fast interface iteration.
Drizzle ORM
Typed database modelling for records, relationships, migrations, and domain-specific operational data.
NextAuth
Authentication layer for protected routes, sessions, staff tools, and authenticated product workflows.
Cloudflare Workers
Edge runtime for application pages, API routes, file handling, and deployment workflows.
Cloudflare D1
Cloudflare-native relational storage for Workers-deployed apps and structured product data.
Cloudflare R2
Object storage for media, generated assets, document artifacts, and file-backed workflows.
Stripe
Payment and billing infrastructure for subscriptions, checkout, and account commerce.
Python
Used for pipeline work, AI tooling, data repair, extraction, enrichment, and operational scripts.
PyTorch
Modelling and prototype ML layer for sequence analysis, evaluation, and applied AI research workflows.
NumPy
Numerical foundation for compact inference paths, model artifacts, and data-heavy Python operations.
SQLite
Local and embedded relational storage for development, prototypes, imports, and focused operational datasets.
Pydantic
Python-side validation for AI, extraction, and service workflows where structured inputs and outputs matter.
Zod
Runtime validation for form inputs, server actions, API payloads, and typed workflow boundaries.
OpenNext
Bridges Next.js apps into Cloudflare deployment targets while preserving the App Router model.
Vitest
Test runner for focused unit and integration coverage around parsing, data transforms, and product logic.
Recent work
Nine projects and prototypes.
Public sites, staff tools, data models, workflow screens, and research prototypes from recent work.
Bring us a workflow that off-the-shelf software cannot represent.
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