Use AI to automate work, unlock business knowledge, and create better customer experiences. Work directly with a senior software architect with 22+ years of engineering experience to design, build, and deploy practical AI solutions in weeks, not months.
Founder: Prasad Kopanati · Software Architect with 22+ Years of Experience
Growing businesses face a common challenge: there is more work to do than available time, budget, or headcount.
Teams spend hours searching across documents, emails, and systems for answers that already exist inside the organization.
Customer inquiries, internal support requests, and compliance lookups pull your team away from higher-value work every day.
Translating content, processing data, navigating complex documentation: these tasks slow everything down and are prime candidates for AI automation.
AI gives growing businesses the leverage to do more: serve more customers, move faster, and compete at a higher level.
Transform documents, policies, manuals, and internal knowledge into instantly searchable business assets.
Enable customers and employees to get answers instantly through AI-powered assistants and conversational experiences.
Add intelligent features and AI-powered experiences to your product without building a dedicated AI team.
Reduce repetitive work and allow your team to focus on higher-value activities that drive business growth.
Support customers across multiple languages and regions with AI-powered translation and localization workflows.
Real-world implementations demonstrating how AI creates measurable business value.
Challenge
Critical information existed across multiple disconnected knowledge sources, making it slow and difficult for users to find what they needed.
Solution
Built a real-time conversational voice assistant capable of accessing and synthesizing information from diverse sources with sub-800ms latency.
Results
↓ 80% reduction in information discovery time
↑ 550% increase in accessible knowledge sources
↑ Improved user engagement and accessibility
Challenge
Compliance-heavy environments require accurate answers to complex multi-part regulatory questions spanning disconnected policy documents.
Solution
Designed an agentic multi-step retrieval and reasoning workflow with query rewriting, relevance grading, and LLM-as-a-judge evaluation.
Results
↑ 0.929 vs 0.831 composite quality score (+9.8 pts)
↑ Won 8 of 10 benchmark compliance queries
↑ +29pt improvement on complex multi-part questions
Challenge
Thousands of PDF documents contained valuable market knowledge that was difficult to search, monetize, or connect to the right buyers.
Solution
Created an AI-powered membership platform with semantic search across a curated real estate knowledge base, deal analysis tools, and a live Q&A experience.
Results
↑ Semantic search across large PDF document repositories
↑ Expert discovery and deal analysis workflows
↑ AI-grounded answers with source citations
Challenge
Language barriers limited customer engagement and business growth opportunities in key target markets.
Solution
Built AI-powered real-time translation supporting Japanese–English voice and text communications with strict session controls and cost governance.
Results
↑ Real-time Japanese ↔ English voice translation
↑ Improved customer experience and engagement
↑ Expanded market accessibility
I work with organizations of all sizes that want to leverage AI to grow, improve operations, or launch new products.
Bring AI-powered products to market quickly without hiring a full engineering team.
Ideal ForUse AI to improve operations, customer service, and internal productivity without adding headcount.
Ideal ForDomain-specific AI solutions for regulated and knowledge-intensive industries.
Industries ServedA focused process built around business outcomes, not technology for its own sake.
Discover The Opportunity
Identify where AI can create measurable value for your business, from specific workflows, knowledge gaps, or customer pain points.
Design The Solution
Define the architecture, workflows, user experience, and success metrics before a single line of code is written.
Build & Deploy
Deliver a working, cloud-based solution rapidly using proven implementation patterns and modern AI tooling.
Optimize & Scale
Improve quality, accuracy, user adoption, and operating costs as the solution evolves with your business.
Most organizations face one of two challenges: they either lack AI expertise entirely, or they struggle to connect AI experimentation with practical business outcomes. Working with a boutique partner solves both: you get direct access to senior engineering expertise without the overhead of a large agency.
Software Architect · Cloud Engineer · AI Engineer
For more than two decades, I've helped organizations design, build, and deploy software systems across cloud platforms and enterprise environments, from Samsung Semiconductors to 7-Eleven to community banking and healthcare.
Today I help founders and growing businesses leverage AI to:
You work directly with the person designing and building your solution. No handoffs. No junior developers. No surprises.
Most engagements begin within days of an initial conversation. Initial solutions are typically delivered within 2–4 weeks, depending on scope and complexity.
Not necessarily. Many effective AI applications can be built using existing documents, knowledge bases, APIs, and business processes you already have. A discovery conversation will help identify what's available and what's possible.
No. I work with founders, small and medium businesses, and industry specialists: any organization seeking practical AI solutions with measurable business outcomes.
AWS, Google Cloud Platform, Azure, and hybrid environments, depending on your existing infrastructure and business requirements.
I work with leading AI providers including Anthropic (Claude), Deepgram, ElevenLabs, and others depending on the use case. The stack is always selected to match your requirements, not a preferred vendor.
Whether you're exploring a new AI-powered product, improving customer support, automating workflows, or unlocking value from your business knowledge. Let's discuss the fastest path forward.
Discuss Your Use Case