Custom software, AI engineers & vibe coders
AI-First Software Engineering Services
Design, development, QA and DevOps from one accountable team, built with AI and backed by experienced engineers.
Four capabilities for designing, building, testing and running software, plus SEO and digital growth for teams that need it.
Discuss your projectAll ServicesCapabilities
Four capabilities.
One accountable team.
Choose a capability to see its services. Software & App Development covers web, mobile and SaaS products as well as AI agents and automation.
Software & App Development
Web and mobile apps, SaaS, startup MVPs, business systems, integrations, modernization and AI features.
- How AI assists
- Coding agents implement, refactor and draft tests and documentation.
- What our experts own
- Engineers own the architecture, review changes and make the technical decisions.
QA & Release Assurance
Test strategy, automation, exploratory testing, AI-system evaluation and release readiness.
- How AI assists
- AI drafts test cases, analyzes coverage and helps investigate defects.
- What our experts own
- QA specialists test against requirements and decide whether a release is ready.
DevOps & Cloud Infrastructure
Deployment, infrastructure, monitoring, recovery, private model hosting and ongoing operations.
- How AI assists
- AI helps write infrastructure code, read logs and diagnose issues.
- What our experts own
- DevOps engineers review configuration and approve every production change.
Product Design & UI/UX
Discovery, research, user journeys, prototypes, interface design, design systems and usability improvement.
- How AI assists
- AI speeds up synthesis of permitted research, exploration and prototyping.
- What our experts own
- Designers own usability, accessibility, consistency and validation with real users.
- Also available
SEO & Digital Growth
Technical SEO, content, paid campaigns and analytics, with AI-assisted research and expert review.
All Services
Everything you need
to build and grow.
Each service page explains the problem it solves, how AI assists the work, what you receive and how a project runs.
59 services

SaaS & MVP development
First-release scope, user accounts, billing, dashboards and a documented launch.
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AI app rescue
Assess, fix and complete an AI-built app before a controlled launch.
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Agency development partnerships
White label and overflow engineering with agreed previews, QA and client communication.
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React & Next.js Web Development
Websites, web applications, internal tools and portals built around your workflows.
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Native & Cross-Platform Mobile Apps
Native and cross-platform iOS and Android apps, from prototype to store release.
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Custom API & Microservices Development
REST and GraphQL APIs with versioning, documentation and contract tests.
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Shopify & WooCommerce Development
Shopify and WooCommerce stores with custom themes, apps and integrations.
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Headless & Custom CMS Development
Headless and traditional CMS builds your team can edit without a developer.
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App Modernization & Stabilization
Assess, stabilize and modernize existing applications through controlled upgrades.
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Bolt & Lovable to Production
Transition your Bolt.new or Lovable prototype into a secure, scalable web application with real databases, authentication, and cloud infrastructure.
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v0 & Replit Production Hardening
Refactor v0 prototypes and Replit apps into secure, scalable, production-ready software directed by senior engineers.
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Cursor & Claude Code Consulting
Enterprise setup and consulting for Cursor IDE and Claude Code, featuring custom .cursorrules, agent harnesses, and CI guardrails.
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Fractional CTO & Tech Co-Founder
Senior technical leadership, architecture oversight, and investor diligence for AI startups and SaaS founders.
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Vibe-Coding Consulting & Governance
Architectural guardrails, automated CI/CD testing, and code health reviews to keep AI-generated software stable, secure, and maintainable.
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Supabase Backend Architecture
Secure PostgreSQL schemas, strict Row Level Security audits, and performant Edge Functions for production-grade applications.
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Firebase Backend Development
Production-ready Firebase and Firestore backend engineering with optimized document schemas, hardened security rules, and serverless Cloud Functions.
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SaaS Multi-Tenancy & Billing
Architect robust Postgres tenant isolation, team workspace RBAC, and Stripe usage-based billing for secure B2B SaaS platforms.
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Chrome & Browser Extensions
Custom Manifest V3 browser extensions, AI copilots, and workflow scrapers built for security, performance, and store approval.
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Custom Internal Tools & Portals
Bespoke operations portals and admin dashboards built with AI-assisted engineering and expert human code review, eliminating per-seat SaaS fees.
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Custom Dashboards & Analytics
Custom real-time data dashboards, executive KPI views, and embedded customer-facing analytics built with modern web frameworks and secure data architecture.
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Flutter App Development
Cross-platform iOS and Android mobile app development using Flutter, built from a single codebase with native performance.
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React Native & Expo Development
Cross-platform iOS and Android apps built with React Native and Expo, bridging web codebases to mobile with expert architectural oversight.
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Next.js Migration & Performance
Migrate legacy React and Pages Router applications to Next.js App Router for faster load times, sub-second Core Web Vitals, and clean architecture.
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AI Chatbots & Assistants
Assistants for support and sales that hand over to people when needed.
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LLM Integration & RAG Pipelines
LLM features and RAG pipelines connected to your data, with evaluation.
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Machine Learning Models
Custom ML models for prediction and classification, evaluated and monitored.
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AI Agents & Workflow Automation
AI agents for business workflows, with permissions, approvals and supervision.
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Natural Language Processing (NLP)
Text classification, extraction, search and summarization for your documents.
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Computer Vision
Image recognition, detection and OCR, with human review where it matters.
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MCP Server Development
Custom Model Context Protocol servers connecting Claude Code, Cursor, and enterprise LLMs securely to your private APIs and databases.
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Multi-Agent System Orchestration
Autonomous multi-agent workflows and hierarchical agent swarms built with LangGraph and CrewAI, engineered with deterministic guardrails and code review.
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Vector Database Architecture
Scalable vector database architecture and hybrid search implementations engineered for low latency, high recall, and cost efficiency.
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Software QA & Testing
Requirements-based, exploratory and automated testing with release-risk reports.
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API Security Testing
API security testing for authentication, authorization and data exposure.
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Penetration Testing
Authorized, scoped penetration tests with reproducible findings and retests.
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Code Audit & Architecture Review
Code reviews for security, quality and maintainability, including AI-written code.
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Test Automation
Unit, API and end-to-end test suites that run in your CI pipeline.
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Load & Performance Testing
Load and stress testing that finds bottlenecks before your users do.
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AI Evaluation & Testing
Evaluation datasets, answer-quality and permission checks for AI features.
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Technical Due Diligence
Independent technical due diligence software audits evaluating code quality, architecture, AI dependencies, security risks, and genuine IP ownership for investors and acquirers.
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DevOps & CI/CD Pipelines
CI/CD pipelines, containers and infrastructure as code, with controlled releases.
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Cloud Infrastructure
Cloud infrastructure on AWS, Vercel, GCP and more, sized to your workload.
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Managed DevOps & Operations
Ongoing releases, monitoring, maintenance and recovery tests under a support plan.
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Private AI Infrastructure
Private model hosting and deployed-agent operations inside your boundary.
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App Store Launch & Submission
Expert-led Apple App Store and Google Play launch services, resolving review rejections, code signing, and store compliance.
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Software Maintenance & Retainers
Proactive uptime monitoring, security patching, and fractional engineering support to keep production web apps reliable and up to date.
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UI & Visual Design in Figma
Consistent UI design and visual systems in Figma, ready for developers.
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UX Research
Interviews, surveys and analytics reviews with real users and real evidence.
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Wireframing & Prototyping
Wireframes and clickable prototypes to test ideas before development.
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Design Systems
Component libraries, tokens and guidelines shared by design and code.
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Usability Testing
Usability testing with real users and clear, prioritized findings.
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Interaction Design
Interaction states, transitions and micro-interactions that guide users.
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Technical & Content SEO
Technical SEO, content and on-page work, reviewed by specialists.
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Social Media Marketing
Social content and campaigns, planned with and approved by your team.
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Influencer Marketing
Influencer discovery and campaigns with clear briefs and tracking.
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Content Marketing
Articles, case studies and guides, researched and edited by people.
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Google Ads & Paid Campaigns
Search and social ad campaigns with tracked conversions and testing.
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Email Marketing & Automation
Email programs and automations with segmentation and testing.
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Analytics & Reporting
GA4 setup, dashboards and reporting your team can act on.
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AI delivery options
Two ways to build.
One engineering standard.
Both packages put the same expert-led AI engineers on your project. They differ in where AI tools process your code and project context while we build, and in what has to be set up and run.
Software delivery with suitable privately hosted models, inside a processing environment we agree with you. It's an engineering engagement, not GPU rental: we select and evaluate models, set up development agents and their permissions, and deliver with the same expert design, QA and release control.
Best fit
Policies that keep source code, prompts and research inside a boundary you control.
- AI processing environment
- Open-weight models on your infrastructure or in an agreed isolated environment.
- Setup
- Model evaluation, environment and agent setup before development, scoped per engagement.
- Infrastructure responsibility
- Model hosting is part of the engagement, run by your team or ours as agreed.
- Ongoing management
- Optional ongoing model and infrastructure management.
Expert-led delivery using Claude Code and/or OpenAI Codex with approved cloud-model configurations. You buy our engineering capability, not a resold AI subscription.
Best fit
Teams that can approve commercial AI coding tools and want an AI-first workflow without hosting models.
- AI processing environment
- Claude Code and/or OpenAI Codex, processed by the provider under account settings agreed with you.
- Setup
- Accounts, repository access, data handling and retention settings agreed before development.
- Infrastructure responsibility
- No dedicated model infrastructure for this delivery approach.
- Ongoing management
- Tool administration and access reviews; product operations are scoped separately.
Both packages include
- Experienced engineering oversight
- Product design, as scoped
- Professional QA
- Security-conscious reviews
- Controlled releases
- Documentation
- Agreed handover
Not sure which fits? We'll recommend one during scoping.Compare AI delivery options
Ways to work with us
The whole product,
or just the part you need.
Every engagement has its own scope: a complete product, or AI engineers, AI experts and vibe coders for your own team. Choose where you are, and the enquiry form opens with it selected.
- A new product or MVPDesign, engineering, QA and launch for a startup MVP, web app, SaaS platform, mobile app or business system.
- Improve an existing or AI-built appAssessment, stabilization, tests and modernization for software that's live or nearly there.
- UI/UX design onlyResearch, journeys, prototypes and design systems, without development unless you add it.
- Independent QATest strategy, automation, exploratory testing and release-risk reports, for software built by any team.
- DevOps and infrastructurePipelines, cloud infrastructure, monitoring, recovery and private model hosting.
- AI agents or automationAgents and workflows connected to your systems, with permissions, approvals and supervision.
- Ongoing engineering and operationsReleases, maintenance, monitoring, QA regression coverage and improvements under a support plan.
Support hours, response commitments, responsibilities and exclusions are agreed for each engagement.
FAQ
Common questions.
How do I get started with a project?
Message us on WhatsApp or use the contact form. We'll arrange a discovery call about your goals, timeline and budget, then send a proposal with scope, milestones and pricing.
What technologies do you specialize in?
Our team is proficient in Next.js, React, Node.js, Laravel, Django, Python, Flutter, React Native, AWS, GCP, Azure, Docker, Kubernetes, and modern AI/ML frameworks including PyTorch, TensorFlow, and OpenAI APIs.
How long does a typical project take?
It depends on the scope. After a discovery conversation, the proposal sets out milestones and a timeline for your project, and we review progress with you at each milestone.
Do you offer ongoing support after launch?
Yes. Ongoing support is scoped for each engagement and can cover releases and maintenance, security updates, QA regression coverage, infrastructure and monitoring, and AI agent or model operations. Support hours, response commitments and exclusions are agreed up front.
Can you work with our existing team?
Yes. We often work alongside in-house teams as an extension of them: shared stand-ups, your issue tracker and repositories, and tools such as Slack, Jira and GitHub, so the way we work fits yours.
Not sure which service you need?
Tell us what you're building, testing or running. We'll recommend the services and the development approach that fit, then send a proposal.