EdgeFirm

Listed

14 (self-reported)Karachi, Pakistan

Karachi-built AI engineering firm with a UK entity, shipping RAG apps, agents and WhatsApp bots on fixed-price contracts from $40K, with full code and IP handover.

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About

EdgeFirm builds custom LLM applications, AI agents, data pipelines and support bots on fixed-price contracts, led by co-founders Muhammad Usman Ali and Muhammad Usman Siddiqui. The firm reports 14 engineers, mostly in Karachi, and a UK company incorporated in January 2024. It also claims a New York HQ but gives no US address. Published tiers run $40K to $60K for a three to four month build and $70K to $100K for a larger one, with code and IP handed over. Its strongest case study is a WhatsApp support bot for Dubai retailer Eona.ae, which EdgeFirm says automates 70% of queries. Clutch lists one review and classes the work as UX and custom software.

Focus

Approach

Hybrid

Industries

Legal Education Sales & Marketing

Services

RAG & Knowledge SystemsChatbots & VoiceAI AgentsWorkflow Automation

Stack

openai claude langchain custom

Evidence on file

Case studies

Eona.ae

70% of support queries automated, first response under 30 seconds, 3 months (self-reported)

MediaNet (field operations contractor to K-Electric)

billing-recovery platform delivered in 3 months (per July audit; not re-read)

Lawep.ai

Directory cross-listings

clutch.co

Who you’d work with

Muhammad Usman Ali
Co-Founder and Director of Engineering
Muhammad Usman Siddiqui
Co-Founder and Lead AI Architect