AI Integration & Agentic Workflows

From Generative Content to Autonomous Operations

In the current landscape, AI is the engine of personalization. We help agencies move beyond simple prompt engineering by building the bridge between the interactive web and the intelligent web. Our service focuses on augmenting existing digital properties with Agentic AI—integrating established platforms and services to create systems that can think, plan, and execute tasks within a client's ecosystem.

By orchestrating the connection between existing data and industry-leading AI models through RAG and Vector Databases, we enable hyper-personalized customer journeys. These integrations allow websites to adapt in real time based on user behavior and sentiment analysis, turning standard web interfaces into intelligent environments without the need to build models from scratch.

  • Engineering RAG systems and Vector Databases to bridge the gap between the interactive and intelligent web
  • Developing Agentic AI workflows that integrate with existing CRM, CMS, and ad platforms to plan and execute tasks
  • Creating private, brand-isolated intelligent environments tailored for agency white-labeling
  • Deploying real-time personalization pipelines that adapt based on user behavior and sentiment analysis

What This Looks Like in Practice

  1. Agentic CRM Orchestration

    Picture a system capable of thinking and planning to research leads and draft personalized sequences within your existing ecosystem before human intervention is even required.

  2. Intelligent Decision Dashboards

    Visualize a reporting interface that does more than display charts by actively interpreting data trends and sentiment to recommend specific strategic pivots for your next campaign.

  3. The Intelligent Brand Brain

    Discover the power of orchestrating the connection between decades of brand data and leading AI models to provide your copywriters with a secure system for executing brand-consistent work at scale.

  4. Context-Aware Support Agents

    Consider a chatbot that does more than answer questions by accessing your RAG-powered data to resolve complex issues, plan follow-up actions, and adapt its tone based on real-time sentiment analysis.

Tech Stack

Languages
PythonTypeScriptJavaScript
AI Models
OpenAIAnthropicClaudeGeminiMistralLlamaDeepSeek
AI Frameworks
LangChainLangGraphHaystackRAG pipelinesLLM fine-tuning
Inference & Routing
OllamavLLMOpenRouterModal
Data & Vectors
QdrantPostgreSQLSupabaseMongoDB
Backend
FastAPIHonoNode.jsFlask
Tooling
BraintrustCursorClineDockerGitHub Actions

On the Radar

Cutting-edge tools on our active shortlist — being piloted, evaluated, or closely watched for production adoption.

AI Frameworks
Mastra, Model Context Protocol, Groq, Firecrawl, Pydantic AI, Agno
Data & Evals
Electric SQL, PGlite, MotherDuck, Tembo, Xata