FAQ
Providing answers to your questions
How long does a typical project take?
An MVP typically ships in 8–12 weeks; full products 12–24+, scope-dependent. We commit timelines during Discovery and track bi-weekly milestones.
What is the work process like?
Discovery → Design/Branding → Development (front/back) → QA → Launch → Support. Clear deliverables at every stage.
How much does it cost?
The cost depends on the scope, complexity, and goals of each project. Before providing an estimate, we work closely with the client to understand the business, define key features, identify risks, prioritize development stages, and create a clear roadmap with timeline, team structure, and estimated budget.
Where is the solution hosted?
We deploy on AWS/Azure (multi-cloud). Use your account or ours and migrate later.
What happens after launch?
We provide support/SLAs, continuous improvement (Kaizen), and quarterly roadmaps with usage/business metrics.
How do you control AI costs?
Evals, prompt telemetry, caching, per-user limits and cost simulations per use case.
Is tokenization compliant?
We design tokenization platforms with user verification flows, approved wallet controls, and transfer rules based on each project’s legal and business model. Our technology architecture is developed in coordination with legal and regulatory advisors to build secure, traceable, and business-aligned solutions.
Do you work with Artificial Intelligence?
Yes. We build custom Web3 solutions, including asset tokenization, smart contracts, digital wallets, blockchain platforms, and integrations with crypto ecosystems. We create secure, scalable products aligned with each project’s business model.
Do you develop Web3 solutions?
Yes. We design AI solutions applied to real business processes, including operational automation, data analysis, intelligent assistants, internal copilots, and tools powered by LLM + RAG. Our approach combines strategy, architecture, and development to ensure AI creates measurable impact in daily operations.
Who owns the code and the brand?
You are. Product IP and deliverables transfer upon payment; generic libraries and internal tools excluded.
Can you sign an NDA?
Yes. We’ll sign our standard NDA or yours before sharing sensitive information.
How do you ensure quality?
Code reviews, automated tests, CI/CD, error/latency metrics, and UAT with your team pre-release.
What technologies do you use?
React/Next, Node/Nest, TypeScript, relational/noSQL; AI with LLMs, RAG, MLOps; Web3 with solidity, ERC standards.
How do you handle data and security?
HTTPS, at-rest encryption, access control, environment segregation, and secure coding. We don’t retain your sensitive data.
Can you integrate with my current systems?
Yes. We integrate ERP/CRM, payments, identity providers, data warehouses and more via APIs.
What is LLM/RAG and when is it useful?
RAG grounds the LLM with your content for accurate, auditable answers—great for support, audits, docs and search.
Do you build custom wallets?
Yes. White-label wallets with multi-sig/MPC, roles and policies; can integrate with external custody.
Do you develop Fintech solutions?
Yes. We build custom fintech platforms, including digital wallets, payment systems, user management, roles and permissions, transaction traceability, and integrations with financial providers or external custodians. Our approach combines security, scalability, and user experience to create digital financial products ready to grow.