THE ABDUCTION CLUB
AI AGENTS · ENTERPRISE RAG · WORKFLOW AUTOMATION

WE ABDUCT BORING WORKFLOWS.

We build intelligent agents, automate complex workflows, and turn ambitious AI ideas into useful digital products.

CREATIVE AI PRODUCT & ENGINEERING STUDIO

WHAT WE ENGINEER & SHIP.

We build intelligent agents, automate complex workflows, and turn ambitious AI ideas into useful digital products.

CAPABILITY // 01

Custom AI Agents & Intelligent Assistants

Purpose-built agents that reason over domain context, call tools safely, and collaborate with human teams.

CAPABILITY // 02

Enterprise AI Knowledge Systems

Permission-aware RAG pipelines that turn scattered documentation, wikis, and policies into cited answers.

CAPABILITY // 03

AI-Powered Document Processing

Vision-language and OCR pipelines that turn messy PDFs, invoices, and contracts into validated schemas.

CAPABILITY // 04

Agentic Workflow Automation

Stateful multi-step orchestrations with human-in-the-loop approvals, retries, and full execution auditability.

CAPABILITY // 05

AI Developer Tools

Engineering copilots wired into Git, CI pipelines, and issue trackers via Model Context Protocol (MCP).

CAPABILITY // 06

Conversational & Voice AI Products

Low-latency voice and chat systems that resolve customer requests and execute real back-office actions.

SERIES 01 // APPLIED AI COLLECTIBLES (001—006)

THE COLLECTION

Six experiments in applied intelligence.

HOVER TO ANIMATE // CLICK SPECIMEN TO ENLARGE OR OPEN CASE STUDY
PROJECT 001 // SPECIMEN INSPECTOREnterprise AI / RAG
EDITION // 001 OF 006DRAG TO ROTATE 360°
COLLECTIBLE SCULPT // THE SIGNAL

A cobalt-blue satellite dish with rotating antennas.

001 — SIGNALEnterprise AI / RAG

Your company's knowledge. Finally connected.

SIGNAL is an enterprise retrieval-augmented generation (RAG) platform that unifies internal documentation, SOPs, engineering runbooks, and policy archives into a single conversational interface. Every answer is grounded in retrieved passages with explicit source citations and enforced access controls.

KEY SYSTEM CAPABILITIES

Document Ingestion & Preprocessing
INGESTION
Semantic Search & Vector Retrieval
RETRIEVAL
Retrieval-Augmented Generation
GENERATION
Context-Aware Responses with Source Citations
PROVENANCE
Permission-Aware Enterprise Search
SECURITY

ENGINEERING STACK

PythonFastAPILangChainVector DatabaseLLM APIs
ROUTE: /projects/signal
PROJECT 001Enterprise AI / RAG
INSPECTING
THE SIGNAL
ACTIVE SPECIMEN

SIGNAL

Enterprise AI / RAG

“Your company's knowledge. Finally connected.”

An enterprise knowledge assistant designed to connect documents, policies, technical knowledge and internal information.

PythonFastAPILangChainVector Database
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PROJECT 002AI Engineering / Developer Productivity
THE PATCH
CLICK TO ENLARGE 3D

PATCH

AI Engineering / Developer Productivity

“An AI teammate for your engineering team.”

An engineering intelligence system connecting Git repositories and Azure DevOps to help analyze pull requests, review code changes and understand development workflows.

TypeScriptNode.jsMCPGit APIs
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PROJECT 003Document Intelligence / Vision AI
THE VAULT
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VAULT

Document Intelligence / Vision AI

“From paperwork to structured intelligence.”

An intelligent document-processing platform that extracts and validates information from invoices, contracts, forms and business documents.

PythonFastAPIOCRVision Models
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PROJECT 004Conversational AI / Customer Experience
THE ORBIT
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ORBIT

Conversational AI / Customer Experience

“Customer conversations. Intelligent resolutions.”

An AI customer service platform that combines conversational intelligence, knowledge retrieval and business system integrations.

TypeScriptPythonLLM APIsRAG
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PROJECT 005Agentic Automation / AI Orchestration
THE RELAY
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RELAY

Agentic Automation / AI Orchestration

“Workflows that think before they act.”

An AI workflow orchestration system that coordinates external APIs, AI agents and business approval processes.

PythonLangGraphFastAPIMCP
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PROJECT 006Voice AI / Conversational Systems
THE ECHO
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ECHO

Voice AI / Conversational Systems

“Conversations that turn into action.”

A voice-enabled AI assistant for customer requests, appointment scheduling and other service workflows.

PythonWebSocketsSpeech APIsLLM APIs
VIEW PROJECT→
START AN AI PRODUCT SPRINT // THE ABDUCTION CLUB

READY TO ABDUCT YOUR TEAM'S MANUAL WORKFLOWS?

We partner with engineering and operations teams to design, architect, and ship custom AI agents, RAG knowledge systems, document pipelines, and voice interfaces.