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When I scope clinical AI, I separate drafting from rule-based checks.
In Arogya, typed or dictated rounds become editable AI drafts with the original source preserved. Deterministic rules handle checks such as allergy conflicts and abnormal-lab flags. Clinicians review and approve AI content before it reaches the chart.
That separation matters when a model or prompt changes. I'd want the team to rerun the rule checks with the same inputs and inspect their results independently of the draft's wording.
For a client evaluating an AI scribe, I'd ask to see why a flag appears and how the clinician reviews it before approving the record.
Public case: https://kapilchauhan.netlify.app/case/arogya.html
kapilchauhan.netlify.app
Arogya / Aurora EHR: AI for inpatient care | Kapil Chauhan
Production hospital and EHR platform that accelerates rounds, documentation, records, and care operations with clinician-reviewed AI.
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I built a system that fixes all of this:
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✅ Pushes real-time Slack alerts to the right channel:
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Want this deployed for your team? Let's talk.
#AIAutomation #GmailAutomation #SlackIntegration #n8n #B2BSaaS #Productivity #WorkflowAutomation
Splitting BANK_GOV out on its own is smart. Those are the emails that hurt most when they get buried. When GPT-4o-mini tags one wrong, does the corrected label feed back into the prompt, or is it fixed by hand?
AI Agent Automation & Intelligent Workflow System
Building a smart AI agent powered by advanced AI models and workflow automation.
Integrating webhooks, AI memory, conditional routing, and automated responses.
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Creating scalable, efficient, and business-focused AI automation solutions.
Designed & Developed by Shubham Tripathi.
I really found this so amazing personally
The work is the easy part.
As a freelancer, the hard part is everything around the actual work: finding work that fits, pitching it well, following up at the right time, and making sure you actually get paid. Most tools help you manage projects you already have. Very few help with the rest.
So I built Rendr, a Mac app for the business side of freelancing. Today I'm opening a small private beta.
Here's what it does:
→ Job finder: Searches open job boards, the careers pages of companies you want to work for, and your Contra feed, then scores each posting against your resume and explains why it fits.
→ Site audits: Paste a business's website and Rendr checks its speed, search basics and accessibility, then writes a review and a short outreach email.
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→ Money: See what's come in, which invoices are open or overdue, and every subscription you pay for, with a heads-up before renewals.
→ Command: Your day in order, with a short daily briefing.
With many more features to come!
It's private by design. There's no account and no Rendr server; your clients, proposals and files all stay on your Mac. AI features run on your own Claude API key, and Rendr drafts but never sends anything on your behalf.
Everyone in the beta uses it free while it runs. After the 2 month beta, this will be a one-time purchase of $79 for lifetime access. I have a personal mission to build products that accelerate people's lives, and I'm not interested in subscription models for that.
If you freelance on a Mac (macOS 12 or later), request access at gorendr.com and I'll send you the install file and invite code. I'd love your honest feedback!
love that it drafts but never sends anything on its own, that's the right call. for the site audits, where do your beta users usually find the business websites to paste in?