Guide · AI
What is RAG? Retrieval-Augmented Generation for business builders
RAG lets AI answer from your data — not generic knowledge. Here's how it works and when to use it.
8 min · Jan 2026Read →
Mobile apps · AI platforms · SaaS · Enterprise
We build software businesses
— not just software.
Build yours with us.
Toronto's software development company. Mobile apps, AI, SaaS. Two exits. 3M+ users. 15+ years. The team you hire has already built and scaled what you're trying to build.
3M+
Users on platforms we've built
2
Platforms built, scaled & sold
15+
Years shipping real software
$50K+
Starting budget for platform builds
AI solutions
Not AI as a buzzword.
AI as infrastructure.
We build intelligent systems wired into your data and business logic. CrimeLens is a working example — real-time machine learning over geospatial data, in production today.
The question we ask every client: what decision does this system need to make, and what data does it need to make it well?
RAG Systems & Knowledge Retrieval
AI that answers from your documents and data — not generic knowledge. Your proprietary information, surfaced intelligently.
Vector searchEmbeddingsKnowledge bases
AI Agents & Workflow Automation
Autonomous systems handling multi-step business workflows without human intervention. Built to your process, not a generic template.
LLM integrationAutomationAPIs
Document Processing & Data Extraction
Automated ingestion, classification, and extraction from contracts, invoices, and unstructured documents at scale.
OCRClassificationExtraction
Spatial Intelligence & Geospatial AI
Real-time machine learning over geographic data. Demonstrated in CrimeLens — live AI in production across Canadian cities.
GeospatialPredictive analyticsRisk scoring
Live platforms we've built — iOS, Android, SaaS & web
getitlive.com · iOS · Android
Music Streaming · Mobile · Exit
Getitlive — music streaming platform
3M+ users · Successfully acquired✓ Acquired
parkforu.com · iOS · Android
Parking Management · Mobile · Web
ParkForU — parking management platform
iOS, Android & web — live platform✓ Live
dietmaker.com · iOS · Android · Web
Health & Nutrition · Mobile · Web
DietMaker — nutrition & meal planning
iOS, Android & web platform✓ Live
crimelens.ca
AI Platform · Geospatial · PropTech
CrimeLens — AI neighbourhood intelligence
Live across 12 Canadian cities✓ Live · AI in production
orderline.com · Multi-channel SaaS
Logistics · Order Management · SaaS
Orderline — order management SaaS
Multi-channel order aggregation & fulfilment✓ Live · orderline.com
recoralfashion.com · Magento
Ecommerce · Fashion · Magento
Coral Fashion — ecommerce platform
Custom Magento build · Live at recoralfashion.com✓ Live · Magento
We've built real platforms —
and we know what you're facing.
Launches. Failures. Pivots. Scaling. Acquisitions. Exits. Very few agencies can say that.
We've built and sold our own products
Two successful exits — Getitlive (3M+ users) and MARL (100K+ users). We understand product-market fit because we've found it.
vs. agencies that have only ever done client work
15+ years, no restarts
Founded 2011. We've seen mobile, cloud, SaaS, and AI. We know which trends are real and which ones aren't worth betting on.
vs. agencies founded after the AI hype began
We think like founders
We push back when your idea needs it. We tell you what not to build. We optimize for your outcome — not billable hours.
Toronto & Ontario-based — your technical partner, not a vendor.
From architecture decisions on day one through scaling, iteration, and long-term evolution.
How we work
Four steps.
No surprises.
01
Discover
We map your business problem before writing a line of code. Workflows, gaps, and where technology creates real leverage.
02
Architect
System design, technology selection, and a roadmap that fits your constraints. You approve the plan before we build.
03
Build
Iterative engineering with continuous delivery. You see real progress every week — not a reveal at the end of a long contract.
04
Scale
Systems designed to grow. Ongoing retainers, performance tuning, and feature evolution as your business expands.
Typical engagements
What does it cost
to build this right?
Honest ranges. We'll tell you directly if your budget doesn't match your scope.
Discovery & Strategy
$10K–25K
Validate your approach before committing to a full build.
- →Technical architecture
- →Technology selection
- →Build roadmap + estimates
- →Risk assessment
Platform Build
$50K–250K
SaaS, mobile apps, AI platforms, and custom web applications built to production standard.
- →Full product development
- →AI / integration layer
- →QA and launch support
- →Post-launch retainer option
Enterprise
$250K+
Complex enterprise systems, multi-team integrations, and long-term technical partnerships.
- →ERP / NetSuite integration
- →Custom CRM development
- →Ongoing engineering team
- →Dedicated architecture
Book a strategy call →
Not sure which tier fits? Tell us your idea and we'll give you an honest scope.
Case studies
Case studies — real projects,
real outcomes, real users.
Music Streaming · Mobile · Exit
Getitlive — iOS & Android music streaming platform, 3M+ users, acquired
Music streaming on mobile had no dominant independent platform in Canada. We built one from scratch.
iOSAndroidMusic streamingPaymentsReal-time
Read full case study →
3M+
Users at acquisition
Acquired
Successful exit
Music streaming platform
PropTech · AI Platform
CrimeLens.ca — live AI neighbourhood intelligence across Canadian cities
Real estate professionals had no reliable real-time geospatial crime and neighbourhood risk data.
AI/MLGeospatialReal-time
✓ Live AI platformView →
PropTech · Mobile · Exit
MARL Real Estate App — 100K+ users, successfully acquired
Agents and buyers needed smarter mobile tools with real MLS data and market analytics.
iOSAndroidMLS API
✓ 100K+ users · AcquiredView →
Logistics · SaaS
Shipplx.com — Purolator reseller SaaS in production
High-volume merchants managed shipping manually. No self-serve alternative existed.
SaaSCarrier APIBilling automation
✓ Live · Purolator integrationView →
Companies we've built for
Platforms and apps we've built
for recognizable names.
What clients say
In their own words.
Long-term clientI can't say enough about this team and the owner of the company. I have worked with them for years and they always have been able to complete the job. More importantly they have been there when problems arise and have helped come up with great solutions. Saigal Media goes above and beyond all expectations.
ParkForU · Parking management platformWe have been working with Saigal Media for last 2 years. They provide timely, reliable and professional service. Our parking management system was developed from an idea to a successful final product. They provided us a platform which has helped us service our clients and grow in a short period of time.
Shipplx · Logistics SaaSGreat company to work with. They did a great job on our site. Highly recommended. Swaleh helped me and my team not only with his technical knowledge but he has a great business sense and recommended solutions which fit exactly as required. His experience is unbeatable in the industry.
Who we help
What problem
are you solving?
Find yourself below. Every category links to case studies, tech stack, and our process.
Startups & Scale-ups
Need to launch a SaaS or grow past your first million users?
We've built products from zero to acquisition. We know which technical decisions matter early — and which ones become expensive later.
View case studies & process →
Enterprises
Need to automate operations or modernize a legacy system?
NetSuite integrations, custom ERPs, AI automation layers — built over your existing infrastructure without rip-and-replace risk.
View case studies & process →
Real Estate & PropTech
Building technology for how property is bought, sold, or managed?
Two PropTech exits. MLS data, geospatial AI, neighbourhood intelligence, and agent mobile tools — we've done the hard version.
View case studies & process →
Ecommerce & Logistics
Scaling commerce that's outgrowing your current platform?
Magento, custom checkout flows, carrier integrations, and intelligent automation that replaces the manual work eating your team's time.
View case studies & process →
The founder
“I've been building software companies since 2011. Launches, failures, pivots, scaling, acquisitions, exits. That experience is what I bring to every engagement.”
Swaleh Saigal · Founder & CEO, Saigal Media · Ontario, Canada
Started Saigal Media in 2011 building iOS and Android apps before either platform had critical mass. Built Getitlive to over three million users and sold it. Built MARL to 100,000+ real estate users and sold it. Built for FIFA, Scotiabank, BRP, Purolator, and Cube Bikes. Now building AI-powered platforms and enterprise systems for Toronto and GTA companies that need a technical partner who has already been through what they're facing.
Insights
From the team
Case study · PropTech
How we built CrimeLens: AI over real-time geospatial data in production
A technical deep-dive into building real-time crime intelligence for Canadian real estate.
12 min · Feb 2026Read →
Guide · AI Agents
Building autonomous AI agents that handle real business workflows
What agents actually are, when they make sense, and how to architect them for production.
10 min · Feb 2026Read →
Ready to build? Book a strategy call.
Tell us about it. No pitch deck required. We'll tell you whether technology is the right answer.