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Retrieval Augmented Generation (RAG)
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AI Application Development
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Retrieval Augmented Generation (RAG)
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Build custom AI tools for small teams: Automate workflows, integrate systems, and scale prototypes rapidly with future-proof solutions.

Best For

  • Validating AI concepts in days, not months
  • Automating manual workflows (data entry, reporting, content)
  • Integrating AI into legacy tools without downtime
  • Small teams lacking AI expertise but needing custom tools
  • Reducing operational costs with targeted automation
  • Accelerating decisions via AI-driven data analysis

Key Features

  • Rapid AI prototyping with iterative refinements
  • Custom Python scripts for niche automation needs
  • Unified API platform for seamless multi-provider integration
  • Scalable architecture to support evolving business demands
  • User-friendly interfaces for non-technical staff
  • Retrieval Augmented Generation (RAG) systems for smarter insights

Transform education with AI: Build custom courses, automate content, and boost engagement using cutting-edge learning tools.

Best For

  • Developing comprehensive online courses rapidly with AI-enhanced content
  • Modernizing outdated curricula using the latest AI research and insights
  • Creating specialized training materials (e.g., healthcare, technical skills)
  • Reducing content production costs via AI-driven automation
  • Implementing scalable e-learning platforms tailored to your audience
  • Enhancing learner engagement with dynamic AI personas and narration

Key Features (Deliverables)

  • AI-driven content generation engines for lessons, quizzes, and scripts
  • Multi-AI persona simulations for diverse teaching styles/perspectives
  • Custom Python programs for automated content creation pipelines
  • Curriculum design with tailored methodologies (e.g., microlearning, scenario-based)
  • E-learning platform integration (LMS selection, AI tool compatibility)
  • AI voice narration (e.g., ElevenLabs) for multilingual, adaptable video content

Build and deploy AI agents that reason, research, and execute complex multi-step workflows autonomously using Claude Agent SDK, Google ADK, and AWS Bedrock.

Best For

  • Automating complex multi-step workflows requiring reasoning and decision-making
  • Building specialized agents for domain-specific tasks (research, content, analysis)
  • Orchestrating multiple AI models and agents in production pipelines
  • Creating reusable agent skills with progressive disclosure design
  • Managing long-running agent sessions with state persistence across time
  • Deploying agents in sandboxed cloud environments with defense-in-depth security

Key Features (Deliverables)

  • Claude Agent SDK / Google ADK / AWS Bedrock AgentCore implementations
  • Multi-agent orchestration frameworks with parallel execution pipelines
  • Agent skills with progressive disclosure (metadata, instructions, scripts)
  • Multi-session harnesses with state management and regression testing
  • Context engineering for optimal agent performance and token efficiency
  • Haiku/Sonnet/Opus model optimization per agent role and task complexity

Practical AI integration for small teams: Automate workflows, enhance decisions, and future-proof with battle-tested tools.

Best For

  • Small businesses needing AI adoption without dedicated tech teams
  • Educators building AI-powered curricula with limited resources
  • Leaders seeking workflow automation that complements existing tools
  • Teams stuck with inconsistent AI results across providers
  • Organizations requiring staff AI training for daily operations
  • Companies needing cost control via provider-agnostic LLM strategies

Key Features (Deliverables)

  • Custom AI Roadmaps – Aligned with business/education goals
  • TaskFox Factory – Unified REST/SSE API for chat, research, and knowledge base
  • Workflow-Specific Automation – HR, research, content, analytics
  • Staff Training Programs – Hands-on prompt engineering & tool mastery
  • AI Performance Dashboards – Real-time cost/accuracy monitoring
  • Mixture-of-Agents Frameworks – Specialized AI roles per task

AI-driven content engines for small businesses: scale multilingual marketing, education, and SEO-optimized copy with precision.

Best For

  • Scaling content production across marketing, education, and product catalogs without hiring
  • Maintaining brand consistency across multiple languages with cultural nuance
  • Converting technical jargon into accessible customer-facing materials
  • Localizing health/legal content without losing accuracy or compliance
  • Automating repetitive copywriting (emails, FAQs, reports) to free up teams
  • Boosting SEO rankings with AI-optimized website copy and landing pages

Key Features (Deliverables)

  • Multi-Vendor Orchestration – Hybrid Claude + Gemini pipelines match tasks to optimal models
  • Brand Voice DNA Lock – AI trained on your tone/style guides for consistency
  • Cultural Localization Engines – Idioms, regulations, and visuals
  • SEO Content Architect – Generates keyword clusters and linked copy
  • ElevenLabs Video Suite – Multilingual voiceovers synced to animated explainers
  • Prompt Factories – Pre-built templates for scripts and training modules

Deploy custom RAG systems that blend AI precision with your data for smarter decisions and cost-efficient insights.

Best For

  • Extracting actionable insights from complex technical documents
  • Reducing query costs via smart context caching
  • Specialized industries (energy, healthcare) needing domain-specific AI
  • Scaling knowledge management without infrastructure overhaul
  • Securely unifying siloed data (text, images, spreadsheets)
  • Automating customer/employee Q&A with real-time accuracy

Key Features (Deliverables)

  • Semantic Search Engines – Cosine similarity/vector optimization
  • Knowledge Graph Integration – Context-aware relationship mapping
  • TaskFox Factory Integration – Optimal model selection per task via Claude Agent SDK
  • Cost-Slayer Caching – Reuse frequent queries, not recalculate
  • Granular Access Controls – HIPAA/GDPR-ready data handling
  • API-First Deployment – Plug into CRMs, ERPs, legacy databases