TechWyns Consultancy Engineering • AI • Automation • Digital Transformation Executive Summary TechWyns Consultancy is a full-stack engineering, AI, automation, and digital transformation partner helping enterprises modernize, scale, and outperform through deeply engineered solutions. We combine AI platform engineering + enterprise software development + cloud modernization + robotics & automation to help organizations accelerate delivery, reduce operational friction, and deploy reliable AI at scale. Our approach blends senior engineering leadership, AI agent development, measurement-first delivery, and real business impact—not “labs experiments,” but AI systems that ship, scale, and move revenue and cost metrics. 1. Core Practice Areas A. AI & Intelligent Automation Services Enterprise AI Platform Engineering

• AI agent development (Semantic Kernel, LangChain, Azure AI Agents)
• Autonomous workflow orchestration
• Function-calling architecture, tool schemas, planning logic
• Context + grounding strategy
• AI safety engineering (content filtering, PII redaction, red-teaming, risk mitigation)
• MLOps / LLMOps pipelines
• AI observability, evals, latency optimization

RAG & Knowledge Systems

• Retrieval-Augmented Generation
• Vector databases
• Document intelligence
• Enterprise-grade grounding
• Role-based knowledge access

AI for SDLC, DevOps, Testing & Security

• AI code generation & review
• Automated test harnesses
• AI security scanning
• Deployable copilots for engineering teams

B. Engineering & Cloud Modernization

• Cloud platform engineering (Azure, AWS, GCP)
• Microservices & event-driven architectures
• API engineering (REST, GraphQL, gRPC)
• Migration from monolith → modular digital platforms
• Observability, reliability engineering (SLOs, SLIs, automated triage)
• Performance tuning, cost optimization

C. Digital Products & Custom Software

• Custom web applications
• Mobile apps (iOS + Android)
• SaaS platform development
• Real-time systems, IoT, robotics-integrated software
• Scalable backend + micro-frontend React architectures

D. Digital Marketing + Creative Tech Solutions

• Website development / enhancement
• Social media content strategy + management
• AI-driven video editing, image editing, brand packages
• Print + physical media:
  • banners
  • stickers
  • flyers
  • brochures
  • business cards
  • coupons
  • uniforms / T-shirts
  • mugs, books, and merchandise

E. Workforce Transformation & Talent Solutions TechWyns Recruitment & Training (AI Hacks for All Initiative)

• Upskilling for tech workers affected by layoffs
• AI engineering bootcamps
• ML, data science, prompt engineering, agent development
• Career repositioning for VP Engineering / CTO-track talent
• Interview coaching & portfolio building
• Executive job strategy + positioning

Corporate Talent Pipelines

• Junior → Mid → Senior → Principal → Architect → Engineering Leader
• Industry-specific training for Cloud, AI, Data Engineering, Automation

2. Enterprise Delivery Models A. Co-Development Model We embed senior engineers alongside your team to accelerate delivery:

• Pair-building AI agents
• Training your engineers on LLM patterns
• Co-designing architecture
• Transferring knowledge via hands-on building

B. Gap Analysis & Innovation Workshops

• Free AI + engineering maturity assessment
• Gemba walk and current-state discovery
• Whiteboarding + architecture design sessions
• Hackathons and rapid prototyping
• Continuous improvement planning

C. End-to-End Managed Delivery We handle the entire lifecycle:

• Requirements → Architecture → Build → Test → Deploy
• AI governance and safety guardrails
• Reliability SRE integration
• Performance and cost optimization
• Long-term platform scaling

3. Signature Framework: TESRA Engine TechWyns uses a proprietary engineering & AI transformation framework: T – Tooling & automation foundation E – Enterprise AI + agent layer S – Scalable cloud platform R – Reliable architecture + governance A – Applied intelligence (ML, RPA, robotics integration) 4. Consulting Specialization: AI/ML Architect + Lead Agent Engineer Role This is the flagship engineering profile TechWyns deploys for high-impact enterprise AI programs. Accountable For

• AI agent brain architecture
• Multi-tool orchestration
• Safety & trust design
• Production reliability

Required Skills ✔ Deep experience shipping LLM-powered apps in production ✔ Semantic Kernel, LangChain, Azure AI Agents/Assistants ✔ Function calling, tool schemas, planning systems ✔ Context management + grounding strategy ✔ Prompt engineering + eval frameworks ✔ Latency & token optimization ✔ Automated test harnesses for LLM behavior ✔ Azure OpenAI deployments, quotas, safety configs ✔ Content safety + PII protection ✔ Backend engineering (Python / TypeScript / Node / C#) Preferred Skills

• RAG architectures
• Human-in-the-loop workflows
• Streaming responses
• Durable Functions & async orchestration
• Ownership of “AI as a Platform” capabilities

This is the engineering backbone of TechWyns’ consultancy offering. 5. Business Model Overview Revenue Streams

1. Consulting & Engineering Services (Primary)
   • AI, cloud, data, software, platform engineering projects
   • Multi-month retainers
   • Team augmentation
   • Enterprise AI platform design
3. Training & Workforce Programs
   • Bootcamps
   • Upskilling
   • Executive coaching
   • Corporate learning
5. Digital Marketing + Creative Services
   • Websites
   • Social media & content
   • Graphics + video production
   • Print & merchandise
7. Managed AI/Software Services
   • Fully-managed agents
   • SRE & platform ops
   • Monitoring & maintenance
9. SaaS Products (Long-term roadmap)
   • No-code workflow automation
   • SME AI copilots
   • Talent intelligence platform
   • Policy automation + compliance copilots

6. Why Companies Choose TechWyns A. Senior Engineering Leadership in Every Engagement We don’t send junior consultants—we deploy architects, engineers, and operators who have built real systems at scale. B. Business-Driven AI We connect models → tools → data → operations → revenue impact. C. Fast Delivery, Low Complexity Our architecture patterns reduce:

• Rewrites
• Operational drag
• Time-to-production
• Model costs

D. Built for Safety & Reliability We design for:

• Governance
• Content safety
• Privacy
• Model evaluation
• Monitoring + drift detection

E. Full Lifecycle Ownership We deliver—not slide decks. 7. TechWyns Consultancy – Branded One-Pager (VP Engineering Style) (Below is the polished version you can copy-paste into PDFs, decks, and outreach) TechWyns Consultancy Engineering Transformation. AI Acceleration. Real Results. We help engineering organizations modernize, scale, and adopt AI with confidence. Our team works directly with CTOs, VPs of Engineering, and Product Leaders to build reliable platforms, reduce operational drag, and ship AI features that actually work in production. What We Deliver

• Enterprise-ready AI & automation
• Modern platform & cloud engineering
• Scalable, secure, high-performance architectures
• Developer experience & productivity boosts
• AI-powered SDLC automation
• Data foundations + RAG systems
• Engineering leadership advisory

Our Advantage

• Deep experience shipping LLM + agent systems
• Senior technical leadership on all engagements
• Proven patterns for reliable, safe AI
• Fast architecture → build → deploy cycles
• Build-with-you co-development model
• Talent upskilling built into every project

Ideal Engagements

• AI platform design
• Full-stack engineering modernization
• Cloud + DevOps improvement
• RAG + agentic automation
• Executive engineering strategy