Enterprise AI developmentthat ships in months, not years
EdgeFirm is an AI development company in the USA, run by the engineers who write your code. We turn scattered finance, supply chain, and operations data into systems your team can act on, in 4 to 5 months.
Outcomes we have shipped
Measured results from delivered projects.
50+ projects delivered since 2021.
Fortune 500
Financial Institutions
North American
Supply Chain Companies
UAE
E-Commerce Leaders
The EdgeFirm Difference:Real Numbers, Real Impact
See how teams shipped insights in minutes (not weeks) with our Enterprise AI Data Intelligence Chatbot. Each story covers the challenge, solution, and quantified outcomes.
466%
3-Year ROI
90%
User Adoption
50%
Close Rate
4-5
Months Average Delivery
Unlike traditional consultancies that hand off to junior developers, you work directly with our technical founders throughout the entire project lifecycle.
Your AI Project Doesn't
Have to Take Forever
The Problem
Most enterprise AI projects fail because:
- 18-month timelines that miss market windows
- Lost in translation between sales teams and developers
- Over-engineered solutions that never go to production
- Vague promises with no measurable outcomes
- Pilots that never scale beyond proof-of-concept
We have run into every one of these.
Our Approach
At EdgeFirm, we do things differently:
- 4-5 month delivery with production-ready systems
- Direct access to technical founders who write the code
- Built for scale from day one, not endless pilots
- Clear KPIs and ROI tracking from week one
- Full ownership and IP transfer upon completion
Because we're engineers first, not salespeople.
How We Work?
Understand & Assess
Gather data, pinpoint needs, define success metrics.
Design & Conceptualize
Sketch solutions, create mockups, validate approach.
Execute & Refine
Develop features, optimize functionality, iterate fast.
Deliver & Support
Deploy product, provide maintenance, ensure success.
70% Customer Support Automation
for UAE E-Commerce
The Challenge
Eona.ae was drowning in customer support requests every day:
- 200+ support tickets per day
- 4-hour average response time
- Support team working 9-5, customers shopping 24/7
- High cart abandonment due to unanswered questions
- No integration between support and delivery systems
The business was scaling, but support costs were scaling faster.
The Solution
We built an AI-powered WhatsApp chatbot in 3 months:
- Automated 70% of common support queries
- <30 second response time, 24/7 availability
- Smooth handoff to human agents for complex issues
- Real-time delivery tracking integration
- Performance dashboard for support team
Results
- •70% reduction in support ticket volume
- •Significant monthly savings in support costs
- •24/7 customer service without 24/7 staff
- •Higher customer satisfaction scores
- •3-month delivery, 18-month projected ROI
Why Technical Founders Matter
What This Costs
Most of our projects land between $40K and $100K
We quote a fixed number before we write a line of code, and we hold to it. Here's roughly where most engagements fall, depending on scope.
Focused Build
One system, one clear problem, built to last.
- A single AI system — chatbot, automation, or pipeline
- 1–2 integrations with tools you already use
- Typically wraps in 3–4 months
Enterprise Build
Multiple systems talking to each other, with compliance handled from day one.
- Custom LLM app, agent system, or decision-intelligence layer
- 3–5 integrations (Salesforce, SAP, internal tools, whatever you run on)
- 4–5 month delivery, our usual pace
Phased Transformation
For when one use case is really the first of several.
- We tackle your highest-value problem first and prove ROI
- Then scale to the next few use cases once that's working
- You can stop after phase one if the numbers don't hold up
These are starting ranges, not a quote. The real number depends on your data, your systems, and your compliance requirements — we'll have a clearer figure for you after a 30-minute call.
Industry Expertise That Matters
Deep domain knowledge across industries that demand precision, compliance, and scale
Custom AI Development
Custom AI development means building on your data, your workflows, and your systems instead of bending your business around an off-the-shelf product. Our work spans custom LLM applications with RAG over proprietary documents, process automation tuned to your real exceptions, decision intelligence over scattered operational data, and the pipelines underneath it all. Every project in our case studies started as a custom build, and every client owns the code at the end.
Explore our AI development servicesAn AI Development Company in the USA
EdgeFirm is an AI development company in the USA with an engineering center in Karachi, Pakistan. You get US-based ownership and communication on every project, backed by delivery capacity that keeps fixed-price engagements affordable. Reach us at +1 (757) 861-8120 or hello@edgefirm.io.
Book a discovery callFrequently Asked Questions
Everything you need to know about working with EdgeFirm
Ready to Ship AI in Months, Not Years?
Book a 30-minute strategy call with our technical founders. No sales pitch, just an honest conversation about whether we're the right fit for your project.
Talk to our technical founders about your project
- Discuss your business challenge
- Get ballpark timeline & investment
- Receive custom ROI projection
- No obligation, no sales pressure