Fixed price. You own the code.
What is EdgeFirm? EdgeFirm is an enterprise AI development company. We build AI agents, language model apps and data pipelines for finance, supply chain, legal and operations teams. Most builds take 4 to 5 months and run at a fixed price. You own all the source code.
“Automate our support pipeline”
EdgeFirm Agent · working
Typical build time
4 to 5 months
Fixed price, with a working demo every week
Join ambitious teams shipping production AI in months.
70% of support queries handled
by the bot, in under 30 seconds
Client-reported · 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.
AI agents that carry out multi-step work, read from your internal systems, and act inside your software. Most go live in 4 to 5 months, and we hand over all the source code.
Data pipelines that clean, move and sync data from many systems, so your AI and your reports work from one reliable source.
Language model apps built on your own data, using retrieval (RAG) and fine-tuned open-source models, so you are not tied to one vendor.
Legal AI for contract review, clause checks and document management, hosted in your own cloud so client data stays with you.
Every department has data it does not use. We build tools that turn that data into answers and actions each team can use every day.
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.
Typical build time for a fixed scope
Set before work starts
Published guides give 3 to 6 months for enterprise builds
At Eona.ae, in under 30 seconds
Client-reported
Intercom cites 40 to 76% for AI support agents
Weekly reports, 20 hours down to 2
Client-reported, InsightsBot
Same reports, with fewer manual steps
Source code, documents and admin access
Handed over at launch
No licence fees to us
EdgeFirm uses a 6-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 to 5 months to production. Fixed scope up front, Weekly demos, Early warning on delays.
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 to pay back as fast as the process allows.
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.”
Plain answers on cost, timelines, code ownership and accuracy.
Consultancies often hand you a slide deck, and offshore shops often hand you code nobody checked. At EdgeFirm the founders and engineers who scope your project also write it. You get a working demo every week and a fixed price before we start.
Most projects run from $40,000 to $100,000 or more at a fixed price. A focused build, such as one workflow or pipeline, starts around $40,000. A larger build that connects several systems averages about $70,000. A phased rollout across a company starts near $100,000. We confirm the exact price after a discovery call. Published agency guides put agent and RAG builds at roughly $20,000 to $150,000, and larger enterprise systems higher.
Most projects take 4 to 5 months. We follow a four-month framework with a working demo every week, so you can see progress and give feedback before the end. Published agency guides give 5 to 16 weeks for simple agent builds and 3 to 6 months for larger systems.
You do. You receive all custom source code, fine-tuned model weights, workflows and documentation. We add no licence fees, and you can host the system on your own infrastructure.
We cannot remove errors completely, and any vendor who says they can is overselling. We reduce them by tying answers to your own documents and showing the source, by adding fixed workflow steps where the answer must follow a rule, and by sending uncertain answers to a person. Before launch we test accuracy on your own data and share the results and the method with you.
What you need to scope, price and launch an 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
