Enterprise AI that ships in months, not years.
What is EdgeFirm? EdgeFirm is a specialized enterprise AI development company and AI automation agency. EdgeFirm designs, engineers, and deploys custom autonomous AI agents, enterprise generative AI applications, and governed data pipelines in 3 to 5 months. We guarantee 100% source code ownership, private and secure cloud deployment, and fixed-fee contract pricing.
“Automate our support pipeline”
EdgeFirm Agent · working
Average 3-year ROI
466%
Measured across enterprise deployments
Join ambitious teams shipping production AI in months.
70% of support automated
across every channel
Leadership Team · Eona.ae
EdgeFirm provides eight core service capabilities engineered specifically for enterprise AI deployments. We eliminate model fragility through deterministic fallback loops, enterprise-grade vector search, and private cloud deployment.
Autonomous AI agents that execute complex multi-step workflows, query internal enterprise systems, and act directly across your software stack. Shipped to production in 3 to 5 months with full source code handed over.
Governed, high-throughput data pipelines that clean, transform, and sync scattered corporate data warehouses into reliable real-time AI context stores.
Custom LLM applications built on your proprietary data stack using RAG (Retrieval-Augmented Generation) and fine-tuned open-source models without vendor lock-in.
Domain-grade legal AI platforms for automated contract review, clause compliance reporting, and legal document management with strict privacy guarantees.
Enterprise AI touches every core department. EdgeFirm converts silent corporate databases into actionable decision intelligence, giving each business function automated execution capabilities.
What your data says
decides how every function closes, forecasts and acts
Enterprise teams are already running AI in production. Make sure yours ships in months, not years.
From enterprise data-intelligence deployments
Client-reported, 2023 – 2025
Measured against total project cost
Solutions teams actually use, not shelf-ware
Measured 90 days after go-live
vs ~30% industry average
We only take projects we know we can deliver
Strategy calls to signed, fixed-price scopes
Fixed price, full IP ownership
While competitors take 12–18 months
Founder-led delivery, fixed scope
3× faster than typical vendors
EdgeFirm uses a 4-stage delivery process with weekly demos, fixed pricing, and strict reliability guarantees. You interact directly with technical founders who write production code from day one.
We audit your data, systems and KPIs in week one and define what 'done' means in numbers.
AWS · Kubernetes · FastAPICRM · ERP · WarehouseArchitecture, integration map and ROI model agreed before a line of code is written.
Weekly shipped increments you can click, with the founders in every standup.
Production deployment, monitoring, docs and a trained team, then we stay on.
Full IP transfer
Transferred on go-live, no strings attached
100% yours
No lock-inFull IP transfer, repos, infra and admin access. No vendor lock-in, ever.
3–5 months to production. No surprises, No scope creep, No missed deadlines.
Most of our custom enterprise AI development engagements fall between $40K and $100K. We lock in a final price before writing a single line of code.
A single targeted AI system, automated workflow, or data ingestion pipeline built for immediate ROI.
Comprehensive custom LLM application, multi-agent orchestration, or decision intelligence platform.
For organizations modernizing complex operational hubs across multiple operational departments.
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.
“EdgeFirm brought Sokrateque.ai to life: advanced multi-agent systems, Power BI wired to LLMs, and a seamless data pipeline that exceeded our expectations.”
“EdgeFirm was key to building LAWEP.AI's legal AI platform: powerful data pipelines, accurate OCR, and custom LLM fine-tuning, delivered with speed and precision.”
“These guys were fantastic. Above and beyond, affordable, and fast. I'm 100% working with them again for updates and new projects. Highly recommended!”
“There's not enough words to describe Zain's team. They take pride in their work and always over-deliver. A trustworthy, product-minded agency.”
“Loved working with Faisal, Usman, and the team. An interesting API integration project, and they figured everything out. I'll definitely work with them again.”
Direct answers regarding AI automation agencies, custom LLM systems, code ownership, and deployment timelines.
An AI automation agency designs, builds, and deploys production software that uses artificial intelligence to automate business operations. Unlike traditional management consultancies that deliver static slide decks or offshore dev shops that output brittle code, EdgeFirm is an elite engineering agency. Technical founders write production code from day one, delivering validated enterprise software in 3 to 5 months with full IP ownership.
Most enterprise AI development projects at EdgeFirm range from $40,000 to $100,000+ under a fixed-fee contract. Our Focused Build tier starts at $40K for single autonomous workflow pipelines; our Enterprise Build tier averages $70K for multi-system LLM applications; and our Phased Transformation tier starts at $100K for organization-wide rollouts.
EdgeFirm deploys fully functional enterprise AI software within 3 to 5 months. Using our structured 4-Month Enterprise AI Framework, clients receive working software demos every week, ensuring continuous alignment and rapid integration into existing enterprise databases.
You retain 100% ownership of all custom source code, fine-tuned model weights, orchestration loops, and system documentation. EdgeFirm creates zero proprietary platform dependencies or recurring licensing locks, allowing you to run and host the software on your preferred private infrastructure.
We eliminate hallucinations by combining grounded Retrieval-Augmented Generation (RAG) with deterministic state machine graphs (such as LangGraph). AI outputs are strictly constrained to cite verified records from your internal database, and human-in-the-loop validation checkpoints are embedded into critical operational pathways.
Everything you need to scope, price and ship a production AI system with the engineers who write the code.
Book a 30-minute strategy call with the founders who will write your code.
AI Agent Development
Intelligent Process Automation
AI Automation
Decision Intelligence & Analytics
Data Pipeline Engineering
Custom LLM Applications
AI Integration Services
Legal AI Development
AI Consulting
