We build AI powered Solution for construction firms, academic institutions, restaurants, and SaaS companies, taking each one from idea to a system that's actually live.
Building AI systems that automate operations, increase revenue, and eliminate manual work.
I founded So Efforts Solution after seeing businesses lose countless hours to repetitive manual processes. Today, we build production-grade AI solutions, intelligent automation systems, enterprise platforms, and custom software that create measurable business outcomes.
Purpose-built digital products engineered to create measurable business outcomes.
Five focused practices designed to move revenue, efficiency, automation, and customer experience forward.
01
AI Automation Systems
n8n workflows, OpenAI integrations, process automation.
For Operations teams drowning in repetitive tasks.
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02
RAG & LLM Systems
Document intelligence, knowledge bases, AI chatbots.
For Companies with thousands of documents and no search.
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03
Full-Stack SaaS Platforms
Multi-tenant apps with auth, billing, dashboards, AI features.
For Founders launching AI-powered products.
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04
Custom CRM Solutions
Lead management, automation pipelines, analytics.
For Sales teams needing control, not complexity.
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05
Real Estate Tech
Property platforms, lead gen tools.
For Builders, agents, and property managers.
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06
Restaurant QR Ordering Systems
Digital QR menu scanning, table ordering, kitchen dashboard, waiter-free ordering.
For Restaurants, cafés, Bars, and food courts.
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03 · How We Work
From discovery to a system running on autopilot.
A proven framework that transforms ideas into production-ready systems with measurable business impact.
01
Discovery
A 45-minute deep dive into your pain points, current tools, and success metrics.
02
Architecture Plan
Tech-stack recommendation, milestone breakdown, timeline, and investment outline.
03
Rapid MVP
A working prototype in 2–3 weeks. See it, test it, refine it.
04
Iterate & Scale
Tight feedback loops until the system runs your operation — not the other way around.
04 · Selected work
Work that delivers, not just looks good.
Each engagement framed as Problem → Solution → Outcome with measurable business impact.
EdTech · Research
AI Research Co-Pilot
Client · AI Research Education
Problem
PhD scholars spent months refining vague research topics. Proposals were rejected 3–4 times. Supervisors burned 15+ hours weekly on repetitive guidance.
Solution
An AI workspace with five integrated assistants — topic refinement, literature review with citation mapping, proposal builder, methodology recommender, and a scholar workspace with versioning.
10,000+ internal documents formed a knowledge graveyard. New hires took 3 months to ramp. Support answered the same questions 20× a day.
Solution
Retrieval-Augmented Generation chatbot: auto-ingest PDF / DOCX / email, semantic search over pgvector, GPT-4 cited answers, and an admin panel for access and logs.