Our AI-First Engineering Approach
Validate the logic, architect the data, then scale the platform. Building intelligent software requires more than just a 100% agile approach—it requires proving that the AI actually solves the problem before writing thousands of lines of full-stack code. We focus on getting a high-performance Minimum Viable Product (MVP) live quickly, but with a highly structured underlying architecture.
Rather than scoping massive monolithic builds, we mitigate your risk by building in three targeted phases:
1. Prove the Intelligence (Prototyping & Reasoning): We start by validating the core AI logic. Whether it’s tuning a language model for your micro-SaaS or deploying computer vision to review technical engineering specifications, we ensure the reasoning models produce accurate, reliable outputs first.
2. Architect the Foundation (Data & Infrastructure): AI is only as smart as the data feeding it. We design robust relational schemas, system-versioned history tables, and secure cloud environments to ensure your AI has clean, structured data to draw from.
3. Deploy the Interface (Full-Stack Scaling): Once the AI brain and database architecture are sound, we build out the user-facing web applications—utilizing modern React/Next.js frontends, highly performant APIs, and robust subscription or shared-credit billing structures to get you to market fast.
We embrace changing requirements, but we never compromise on the architectural foundation that makes intelligent software reliable.
Indicative Software Development Costs
Every custom software project is different. The figures below show typical investment ranges based on the functionality, integrations, security requirements and scale involved.
Most Redi projects are delivered in stages, allowing the highest-value functionality to go live first and the platform to evolve as your needs become clearer.
| Focused Solution | Multi-Feature Solution | Complex Platform | |
|---|---|---|---|
| Discovery, Prototype or Proof of Concept | $5,000–$15,000 | $15,000–$30,000 | $30,000+ |
| AI Solution or Workflow Automation | $15,000–$35,000 | $40,000–$90,000 | $100,000+ |
| Internal Business Web Application | $20,000–$50,000 | $60,000–$120,000 | $150,000+ |
| Customer Portal or Web Platform | $25,000–$60,000 | $80,000–$160,000 | $200,000+ |
| iOS and Android Mobile Application | $20,000–$50,000 | $70,000–$150,000 | $180,000+ |
| SaaS Platform | $45,000–$80,000 | $90,000–$180,000 | $220,000+ |
| Custom CRM or ERP System | $40,000–$80,000 | $90,000–$200,000 | $250,000+ |
| System Integration and Automation | $15,000–$35,000 | $40,000–$90,000 | $120,000+ |
| Database, Reporting or Cloud Platform | $10,000–$30,000 | $40,000–$100,000 | $150,000+ |
| Legacy Modernisation or Project Recovery | $15,000–$35,000 | $50,000–$120,000 | $150,000+ |
What Do the Categories Mean?
Focused Solution
A clearly defined workflow, prototype, application or integration with limited user roles and external systems.
Multi-Feature Solution
A production-ready business system containing several workflows, user roles, integrations, reporting requirements or mobile capabilities.
Complex Platform
A substantial business-critical platform involving multiple modules, organisations, applications, complex integrations, advanced security, high data volumes or significant scalability requirements.
These figures are indicative rather than fixed quotations. After an initial discussion, we can recommend an appropriate first stage and provide a clearer estimate for your project.
Not Sure Where Your Project Fits?
Tell us what you want to improve, automate or create. Our initial consultation is free, confidential and focused on determining the most practical way to move forward.
Request pricing for your project
We will contact you for additional details to assist in your enquiry.
All inquiries are strictly confidential. We are happy to sign an NDA before diving into the technical details of your project.
