AI Systems
WriteWave: Enterprise AI Content Automation, 8 Article Modes, 10+ CMS Platforms & Agentic AI Journalist
Custom AI software development for content agencies: 8 article modes, 10+ CMS auto-publishing, full SERP and NLP scoring, and an Agentic AI journalist.
Django
LangChain
OpenAI GPT-4o
PostgreSQL
Python
React
8
AI Article Generation Modes Including Agentic Phone Journalist
10+
CMS Publishing Platforms, WordPress, Shopify, LinkedIn & More
VAPI
AI Phone Agent Calls Real Experts, Article Auto-Generated from Transcript
The Problem
Agencies Publishing Hundreds of Articles a Month Need AI Content Automation Software, Not More Manual Workload
AI content automation software has to cover the full workflow digital marketing agencies run for every client: SERP research, NLP keyword extraction, SEO-optimised article writing, image sourcing, schema markup, publish scheduling, and content-score reporting, repeated for every article across every client. Scaling to hundreds of articles a month was operationally impossible without automation. Agencies also needed genuinely differentiated, expert-sourced content, not just AI rewrites of existing SERP results, and automatic publishing to every CMS their clients used.
Our Solution
Custom AI Software Development for Full Content Lifecycle Automation, SERP Intelligence, and a 10+ Platform Agentic Journalist
WriteWave runs as a Django and Celery backend with a React and TipTap frontend, structured as an agency multi-tenant SaaS. The article engine scrapes top SERP competitors for a keyword, runs NLP extraction and structural analysis, generates an optimised outline matched to target word count, produces full HTML content, generates AI images per section, injects internal and external links, embeds videos, and scores the result against NLP targets. The Agentic Journalist creates AI phone call campaigns with a configurable knowledge base, handling scheduling and retry logic, then transcribes the call and generates a fully published article automatically. Business Profile articles pull real Google reviews and inject local business schema. All 10+ publishing integrations adapt HTML per platform automatically.
Architecture
Django 5 + DRF API. Celery async article generation + Redis broker. Django Channels + Daphne WebSockets for real-time article progress. OpenAI GPT-4 (admin-configurable per prompt). Cohere NLP enrichment. VAPI AI phone agent for Agentic Journalist. Google Places API v1 + Static Maps. Amazon PAAPI 5 for product reviews. YAKE + NLTK NLP. BeautifulSoup4 + Goose3 scraping. Pillow WebP image processing with smart cropping. 10+ publishing integrations (WordPress.org, WordPress.com, Blogger, Medium, LinkedIn, Shopify, Wix, Squarespace, Tumblr, FunnelPages). Zapier/Make/n8n webhook triggers. React 18 + Vite + Material UI v5 + TipTap rich text editor + Redux Toolkit.
The Result
Custom AI Software Development Delivers Agency-Scale Content, SERP Research to Published Article With Zero Manual Steps
WriteWave automated the entire content production workflow for digital marketing agencies, from SERP competitor analysis and NLP keyword research through AI drafting, image generation, schema injection, and multi-platform publishing, with zero manual steps between brief and live URL. The Agentic Journalist gave agencies a genuinely differentiated content source: an AI phone agent autonomously called real human experts, conducted a structured interview, and generated a complete publishable article from the transcript. The 10+ platform integrations meant publishing to any client CMS required no manual reformatting. The content scoring system gave agencies a measurable quality gate on every article. If your agency needs similar custom AI software development for content production, whether that is SERP-driven drafting, expert-sourced articles, or multi-CMS publishing, this is the kind of build we specialize in and would welcome the chance to discuss your workflow.
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