Use Cases

Twelve recognizable problems, grouped by what we build: blockchain and Web3 systems, AI and LLM infrastructure, custom web platforms, and cross-platform apps. Each page covers one scenario — the problem, how FreyreSoft would approach it, the technology involved, and what a project like it typically looks like in practice. These are illustrative patterns, not case studies: we're not naming a past client or a specific result, just showing how we'd think through the problem. If one of them is close to what you're building, that's a useful starting point before you tell us the details that make your project different. Use the sections below to jump to blockchain and Web3, AI and LLMs, web platforms, or apps — or read straight through if you're not sure yet which one fits.

Blockchain & Web3

FreyreSoft builds smart contracts and the backend around them for Web3 projects: gating access by token ownership, escrow payments for marketplaces, and treasury dashboards spanning multiple EVM chains.

Token-Gated Community and Content Access

Gate a Discord server, web app section, or membership tier by NFT or token ownership, verified on-chain instead of by a spreadsheet.

On-Chain Escrow Payments for Marketplaces

Smart-contract escrow that locks buyer funds until delivery or milestone conditions are met, with a dispute and refund path built in.

Multi-Chain Wallet and Treasury Dashboard

A dashboard that tracks balances, transactions, and token holdings across multiple wallets and EVM chains in one place for internal reporting.

AI & LLMs

Software that puts large language models to work: assistants trained on a company's own documentation, routing layers that balance cost and latency across providers, and self-hosted inference for teams that need control over their data and infrastructure.

Fine-Tuned Knowledge Assistants

For companies that want an assistant trained on their own documentation and data, not a generic chatbot bolted onto a website.

LLM Routing for Cost and Latency

For products that call multiple LLM providers and need to balance cost, quality and latency automatically, with fallback when one is slow or down.

Self-Hosted, Low-Latency LLM Inference

For businesses that want to self-host an open-weight model instead of paying per token to a third-party API provider.

Web Programming

Web programming covers the backend work most businesses eventually need: a real admin panel to replace spreadsheets, an API that serves several clients at once, or a legacy system moved onto a stack that's still maintainable in five years.

Internal operations dashboard

For businesses running day-to-day operations out of spreadsheets or email threads that need a proper internal tool with permissions and reporting.

API backend for a multi-client product

For companies whose web app, mobile app and partner integrations need one shared backend instead of duplicated logic across clients.

Legacy system modernization

For businesses stuck on an old platform or unsupported framework that need it migrated to a maintainable stack without downtime or data loss.

App Development

FreyreSoft builds mobile apps with React Native and Flutter, using one codebase for iOS and Android. This covers launching a new product fast, extending a web platform to mobile, and equipping field teams with apps that work offline.