AI Solutions for Real Business Problems

Not sure where to start? These are the solutions companies are shipping right now. Each one is production-ready and customized to your stack.

AI Website Chat

The Problem

Customers expect 24/7 support, but you can't scale human agents. Generic chatbots frustrate users with scripted responses.

The Solution

A custom AI assistant trained on your documentation, FAQs, and product knowledge. Integrates with your CRM and escalates to humans when needed.

Tech Stack
OpenAILangChainVercel AI SDKYour Backend

Internal Knowledge Base (RAG)

The Problem

Tribal knowledge scattered across Notion, Slack, Google Drive, and people's heads. New hires take months to get up to speed.

The Solution

Unified semantic search across all your company data. Ask questions in natural language, get answers with source citations.

Tech Stack
pgvectorLlamaIndexEmbeddingsSSO Integration

AI Copilot for Your Product

The Problem

Competitors are shipping AI features. Your users are asking for it. You're falling behind.

The Solution

Embed AI capabilities directly into your existing SaaS product. From smart suggestions to natural language interfaces.

Tech Stack
OpenAI APICustom Fine-tuningYour Product API

Voice AI / Call Automation

The Problem

Call center costs are exploding. Hold times frustrate customers. After-hours coverage is expensive.

The Solution

Voice agents that handle inbound and outbound calls with sub-300ms latency. Human-like conversation with seamless escalation.

Tech Stack
TwilioDeepgramElevenLabsCustom Orchestration

Document Processing

The Problem

Manual extraction from PDFs, invoices, and contracts. Hours of human time on repetitive data entry.

The Solution

Automated parsing, validation, and structured data export. Handle edge cases with confidence scoring.

Tech Stack
OCRGPT-4 VisionStructured OutputDatabase Sync

AI Workflow Agents

The Problem

Repetitive multi-step tasks consuming human hours. Error-prone manual processes.

The Solution

Autonomous agents that execute, verify, and report. Human-in-the-loop gates for critical decisions.

Tech Stack
LangGraphTool OrchestrationSafety Gates

Content Generation Pipeline

The Problem

Content bottleneck. Marketing can't keep up with demand. Scaling means scaling headcount.

The Solution

Brand-trained generation with editorial workflow. Consistent voice, human review loop, bulk production.

Tech Stack
Fine-tuned ModelsStyle GuidesReview Workflow

Custom LLM Training

The Problem

Generic models don't understand your domain, jargon, or proprietary processes.

The Solution

Fine-tuned or RAG-augmented models trained on your data. Private hosting options for sensitive industries.

Tech Stack
OpenAI Fine-tuningLoRAPrivate Hosting

Not sure which solution fits?

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Catalyst is a personal AI operating system and intelligent assistant platform providing real-time voice and text interactions, knowledge base access, and integrated tool capabilities. Learn more