Stop answering the same question ten times a day

cortexsage — Sat, 18 Apr 2026 10:07:49 +0000

If you run an agency or a support team, you know that 80 percent of your messages are the same five questions. People want to know your pricing, your availability, or how to reset a password.

We built Smart FAQ and Auto Replies to handle the busy work. The system uses intent matching to recognize these common questions. It can then suggest a draft or automatically send a reply that matches your specific brand voice. It is like having a personal assistant who knows your business inside and out and handles the first layer of communication for you.

Video walk through: https://youtu.be/pl14WtOCIhM
Live site: https://cortexsage.com

Curing App Fatigue: How I Built a Unified AI Inbox

cortexsage — Sat, 18 Apr 2026 08:35:57 +0000

Curing App Fatigue: How I Built a Unified AI Workspace

Constantly jumping between Gmail, Slack, and Teams to keep up with work kills focus. I built CortexSage to fix this fragmentation, creating one quiet place where you can handle all your communication without the tab switching headache.

The Inspiration

We were exhausted by app fatigue. Managing multiple inboxes wastes hours of deep work potential every single week. We needed a solution that consolidated everything but also actively processed the incoming noise.

Core Application Pages

CortexSage is divided into several dedicated environments to keep your workflow organized:

The Unified Dashboard: A single pane of glass aggregating every connected account.
The Integrations Hub: The setup page where you connect Google, Microsoft, Slack, and Meta.
The Automations Builder: A visual canvas to set up custom rules and auto replies.
The Analytics View: A tracking page for response times and message volume.
The Priority Inbox: A filtered view exclusively for urgent or VIP contacts.

The Complete Feature Set

It does not just show messages; it manages them. Here is everything packed into the platform:

Thread Summarization: Instantly turns messy, lengthy conversations into bulleted action items.
Custom Tone AI Drafting: Uses generative artificial intelligence to write replies based on your preferred voice, whether that is Professional, Casual, or Friendly.
Smart Auto Responders: Deploys automated text replies to incoming messages matching common user inquiries with preconfigured answers.
Automated Calendar Detection: Scans incoming messages for meeting dates and times, allowing one click synchronization to your schedule.
FAQ Intent Matching: Automatically resolves routine customer inquiries by matching incoming questions with your knowledge base.
Priority Alert Workflows: The Emergency Shield uses sentiment analysis to detect urgent or angry messages, automatically applying priority tags and creating actionable tasks.
Custom Automation Rules: Configure specific triggers that execute actions like task creation or sending internal notifications based on exact message content.

How We Built It

The platform is a web hosted application built on a modern JavaScript stack. We used official OAuth and REST APIs to ensure secure, real time message syncing. The intelligence layer is powered by Large Language Models that handle the heavy lifting of summarization and contextual drafting.

Challenges We Ran Into

Normalizing data from very different platforms into a single, clean user interface was a massive hurdle. We also spent significant time perfecting our sentiment analysis to ensure the Emergency Shield accurately catches urgency without being overly sensitive.

Accomplishments That We Are Proud Of

We successfully built a system that allows a user to Reply to All across different platforms from one single text box. Seeing the AI perfectly summarize a massive email thread into three clear bullet points for the first time was a huge win for the team.

What We Learned

Building with so many external APIs taught us a lot about rate limiting and data privacy. We learned how to structure our AI prompts to maintain a human voice while still being efficient and fast.

What Is Next?

We are expanding our integrations to include Discord and LinkedIn. We are also working on an Auto Pilot mode that can suggest full day schedule blocks based on the tasks identified in your messages.

Try The Live Dashboard

Forem: cortexsage