YourIdeaDeservesMoreThanaFreelancer.
Array Labs is an AI-first product studio. We build web apps, mobile apps, and AI-powered solutions for founders who are done waiting and ready to ship.
Built with
We Know What You're Dealing With.
The Freelancer Trap
You hired someone, waited months, and got back something you'd never show a customer, or nothing at all.
AI Paralysis
You know AI could transform your product. You just don't know which tools are real and which are hype.
The Runway Countdown
Every week you're not live is a week your competitor is. 'Almost done' is not a product.
You don't need another vendor who takes your spec and disappears. You need a technical partner who treats your vision like their own, and ships.
From First Call to Live Product in Three Steps
Strategy Call
We spend 60 minutes mapping your product: features, architecture, timeline, and the AI opportunities most teams miss. You leave with a clear build plan.
Build Sprint
We build in focused 2-week sprints with async video updates so you always know where things stand, without sitting through status meetings.
Launch & Scale
Your product goes live. We stay on for 2 weeks of post-launch support, then hand off the keys, or keep building.
What We Build
Web. Mobile. AI. Three disciplines, one focused studio.
Web Applications
From SaaS dashboards to high-converting marketing sites, we build web applications that perform on day one and scale with your growth.
- SaaS Platforms & Customer Portals
- Marketing Sites & High-Converting Landing Pages
- E-commerce & Marketplace Apps
- Admin Panels & Internal Tools
Mobile Applications
iOS and Android from a single React Native codebase. Native quality, half the cost. Deployed to both app stores by our team.
- iOS & Android Apps (React Native)
- Booking & On-Demand Platforms
- Consumer & Community Apps
- App Store & Play Store Submission
AI-Powered Solutions
We identify where AI creates real leverage in your business, then build it: integrated into your product, not bolted on as an afterthought.
- Custom AI Chatbots & Assistants (OpenAI, Claude)
- RAG Pipelines & Knowledge Bases
- AI Feature Integration Into Existing Products
- LLM-Powered Workflow Automation
Pick Your Engagement Model
The 8-Week MVP Sprint
- Full-stack web, mobile, or AI product from zero to launched
- Core feature set (3-5 flows), auth, payments if needed
- Weekly async video updates + shared project board
- 2 weeks post-launch bug support included
The Rapid Prototype
- A functional prototype: interactive, not just wireframes
- 2-3 core user flows built and deployed
- Perfect for investor demos, user testing, or board presentations
- Delivered in 2-3 weeks
Fractional CTO Retainer
- 20-30 hrs/month of senior technical leadership
- Architecture decisions, AI strategy, code review, sprint planning
- Technical due diligence support for fundraising
- Strategic oversight: no code delivery
Selected Work
A sample of the AI-powered products we've built across industries.
Conversational Support Automation
An e-commerce brand was spending $40K per month on support reps handling repetitive ticket volume. We built a fine-tuned GPT-4 assistant with a RAG pipeline over their product catalog and policy docs. The AI now handles 89% of tickets autonomously, with seamless human handoff for edge cases. Result: $340K annualized savings.
RetailVision Intelligence
A regional retail chain was losing revenue daily to empty shelves and misplaced stock, with no real-time visibility across locations. We deployed a computer vision system using edge-mounted cameras to detect shelf state and trigger automated restocking alerts. Result: 34% reduction in out-of-stock incidents and 2.1x faster restocking response.
Predictive Churn Engine
A B2B SaaS company was losing 18% of their user base monthly with no early warning signal. We trained a gradient-boosted ML model on 24 months of behavioral, engagement, and billing data to surface at-risk accounts 30 days before they churn. Result: 43% reduction in monthly churn within 90 days of deployment.
Autonomous Outreach Copilot
A Series A sales team was spending 60% of rep time on manual account research and generic outreach. We built an agentic workflow that profiles target accounts, synthesizes intent signals, and drafts personalized sequences automatically. Reps now focus on conversations, not research. Result: 2.8x increase in qualified meetings booked in 60 days.
DocuMind
A legal services firm was manually reviewing thousands of contracts and case documents across dozens of active matters. We built a RAG-powered document intelligence platform that lets attorneys query the full corpus in plain English and receive cited, auditable answers in seconds. Result: 73% reduction in document review time.
ReferMe
A consumer app company was seeing high referral click volume but low conversion, with no insight into why. We rebuilt their referral engine with an AI layer that analyzes user behavior to predict the highest-converting referral moment, personalizes invite messaging per user, and flags fraudulent referral rings in real time. Result: 3.2x improvement in referral conversion rate.
Service Space
An on-demand service marketplace was struggling with poor provider-to-customer match quality, leading to high cancellation rates and low repeat bookings. We integrated an AI matching engine that scores provider fit using proximity, rating history, job-type affinity, and real-time availability signals. Result: 58% reduction in cancellations and 2.4x increase in repeat bookings.
And More
These are just a few of the AI-powered products we've built. Every engagement is different, and we bring the same craft and care to each one.
Start Your ProjectWhat Founders Say
“We were mid-project with a dev shop that kept delivering half-built features and asking for scope changes. Switched to Array Labs and they cleaned up the mess, rebuilt our dispatch logic, and shipped the AI routing engine in six weeks. That feature is now our top sales differentiator.”
“I'm not technical. Every agency I talked to either talked down to me or handed me a 14-week timeline for something that clearly wasn't that complex. Array Labs sat with me for an hour, asked questions nobody else had, and delivered exactly what I described. Our patient intake AI cut admin overhead by 47%.”
“We needed an AI categorization layer on top of an existing banking data pipeline. Three agencies quoted four-plus months. Array Labs delivered in five weeks including a compliance review round. Accuracy is sitting at 94%, better than our original spec.”
“Our old property valuation tool was embarrassingly manual. Array Labs replaced it with a predictive pricing model pulling hyperlocal market signals in real time. Agents using it are closing deals measurably faster. The ROI hit in the first quarter, which I genuinely did not expect.”
“Two freelancers let me down before I found Array Labs. On our first call they told me my MVP was too broad and helped me cut it to something actually shippable. That honesty alone was worth it. Eight weeks later, the CV parsing AI they built is doing contextual understanding, not just keyword matching.”
“We're in legal tech and buyers are skeptical. I needed a RAG system that would cite sources accurately, not summarise and hallucinate. Array Labs spent two weeks testing embedding strategies before writing a single API call. The result holds up in front of QCs, which is the only bar that matters.”
“Finding a team that understands both the technical depth and the operational reality of a market like Pakistan is genuinely difficult. Array Labs took the time to understand how informal payments work here, built around those constraints, and trained a fraud model that has been rock solid for six months.”
“I expected personalised learning path generation to take four or five months given how complex the curriculum data was. Array Labs delivered in ten weeks with a system that adapts based on assessment performance and learning pace. Engagement numbers are 40% above what we projected.”
“Our internal team was stretched on the core product and a recommendation engine had been on the backlog for two quarters. Array Labs came in, understood the codebase faster than I expected, and shipped it cleanly. Proper documentation, no shortcuts, code we were actually proud to review.”
“The AI assistant they built handles appointment scheduling and basic symptom triage. It's not a generic chatbot. It knows our clinical protocols, escalates when something sounds serious, and patients genuinely trust it. Four months in, zero meaningful complaints.”
“We sell to small retailers who are barely comfortable with smartphones. Array Labs built us a voice-first inventory system in Hindi and English that works first try, no training needed. I watched a shopkeeper in Rajasthan use it correctly on the first attempt. That was the moment I knew we had something real.”
“We were mid-project with a dev shop that kept delivering half-built features and asking for scope changes. Switched to Array Labs and they cleaned up the mess, rebuilt our dispatch logic, and shipped the AI routing engine in six weeks. That feature is now our top sales differentiator.”
“I'm not technical. Every agency I talked to either talked down to me or handed me a 14-week timeline for something that clearly wasn't that complex. Array Labs sat with me for an hour, asked questions nobody else had, and delivered exactly what I described. Our patient intake AI cut admin overhead by 47%.”
“We needed an AI categorization layer on top of an existing banking data pipeline. Three agencies quoted four-plus months. Array Labs delivered in five weeks including a compliance review round. Accuracy is sitting at 94%, better than our original spec.”
“Our old property valuation tool was embarrassingly manual. Array Labs replaced it with a predictive pricing model pulling hyperlocal market signals in real time. Agents using it are closing deals measurably faster. The ROI hit in the first quarter, which I genuinely did not expect.”
“Two freelancers let me down before I found Array Labs. On our first call they told me my MVP was too broad and helped me cut it to something actually shippable. That honesty alone was worth it. Eight weeks later, the CV parsing AI they built is doing contextual understanding, not just keyword matching.”
“We're in legal tech and buyers are skeptical. I needed a RAG system that would cite sources accurately, not summarise and hallucinate. Array Labs spent two weeks testing embedding strategies before writing a single API call. The result holds up in front of QCs, which is the only bar that matters.”
“Finding a team that understands both the technical depth and the operational reality of a market like Pakistan is genuinely difficult. Array Labs took the time to understand how informal payments work here, built around those constraints, and trained a fraud model that has been rock solid for six months.”
“I expected personalised learning path generation to take four or five months given how complex the curriculum data was. Array Labs delivered in ten weeks with a system that adapts based on assessment performance and learning pace. Engagement numbers are 40% above what we projected.”
“Our internal team was stretched on the core product and a recommendation engine had been on the backlog for two quarters. Array Labs came in, understood the codebase faster than I expected, and shipped it cleanly. Proper documentation, no shortcuts, code we were actually proud to review.”
“The AI assistant they built handles appointment scheduling and basic symptom triage. It's not a generic chatbot. It knows our clinical protocols, escalates when something sounds serious, and patients genuinely trust it. Four months in, zero meaningful complaints.”
“We sell to small retailers who are barely comfortable with smartphones. Array Labs built us a voice-first inventory system in Hindi and English that works first try, no training needed. I watched a shopkeeper in Rajasthan use it correctly on the first attempt. That was the moment I knew we had something real.”
Built by Engineers. Trusted by Founders.
Array Labs was founded by Saad Ahmad and Marcus Chen, two engineers who built this studio to give ambitious founders access to the kind of senior technical partnership that's usually reserved for well-funded teams.
We're a small, senior team, not a body shop that hands your product off to juniors. Every engagement is led by engineers who have shipped production-grade products across web, mobile, and AI.
Our model is simple: own it end-to-end, communicate clearly, and deliver without excuses.
Saad Ahmad
Co-Founder & CEO

Muhammad Anees
Co-founder & CTO

Muhammad Azaz
COO
The Questions Founders Actually Ask
Your Product Won't Build Itself.
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