Straight answers to the “which should we choose?” questions

Off-the-shelf SaaS is faster and cheaper to start with; custom software wins when the process is a competitive advantage, integrations are deep, or pe...

Generic AI tools (ChatGPT, Copilot and similar) are excellent for individual productivity. A custom AI solution wins when answers must be grounded in...

An in-house team is the right long-term home for software that is core and continuous. A development partner wins when you need senior capability fast...

Staff augmentation drops individual engineers into your existing team and process. A dedicated project team takes end-to-end ownership of an outcome....

RAG (retrieval-augmented generation) grounds a model in your data at query time and is the right first choice for most enterprise AI. Fine-tuning bake...

A well-structured monolith is the right starting point for most products — simpler to build, deploy and reason about. Microservices win at scale, when...

Cross-platform frameworks (React Native, Flutter) let one codebase serve iOS and Android, cutting cost and time — the right choice for most apps. Nati...

SQL (relational) databases are the right default — strong consistency, mature tooling and flexible querying suit most applications. NoSQL wins for mas...

Cloud is the right default for most workloads — elastic scale, no hardware to run, and pay-for-use economics. On-premise still wins for strict data-re...

Proprietary models (GPT, Claude, Gemini) offer top capability with zero infrastructure — the fastest path to value. Open-source models (Llama, Mistral...

Low-code/no-code platforms are excellent for internal tools, prototypes and standard workflows — fast and cheap. Custom development wins when the prod...

REST is the simple, cacheable default that suits most APIs. GraphQL wins when clients need flexible, precise data-fetching across many related resourc...

For most legacy systems, incremental refactoring is safer and cheaper — you improve the code while it keeps running. A full rewrite is rarely the righ...

Serverless (functions) is ideal for event-driven, spiky or low-volume workloads — no infrastructure and scale-to-zero. Containers (and Kubernetes) win...

An MVP ships the smallest valuable version first to learn from real users before investing further — the right approach for new or unproven products....