Ritvik @ Factal

Hot take: A JSON syntax error in an LLM output isn't a formatting bug. It's a hallucination warning. ⚠️ Stop trying to parse "mostly correct" outputs. You are just successfully extracting wrong answers. factal.io/post/stop-tryi…

Just wrote up a wild Salesforce use case: One VP spent HOURS answering a pipeline question Factal.io solves in ~45 seconds. No setup. No hallucinations. No “agent” cosplay. Just… the real answer. Link → linkedin.com/posts/ritvik-b…

Got asked to “consult” on building something like my product. Wild, considering 6 months ago my “office” was just me, caffeine, and an emotional support stack trace. Apparently righteous fury at bad software really *is* a business model.

Did a demo today and got the best reaction - “Wait, so I can just ASK it which records are missing data?” Yep. Just ask Salesforce and get a verified answer, right there in your org. No setup, data sharing or vibes-only “AI.” Early access is open 👉 factal.io

After 2 weeks of fighting Salesforce’s license system, I gave up and built my own. Factal.io is finally live. Salesforce-native. Zero config. Answers in seconds. No data ever leaves your org. 15-day free trial → login.salesforce.com/packaging/inst… I’m gonna go lie down now.

The AI bubble won’t pop dramatically — it’ll deflate slowly under GPU bills and CFOs with calculators. The survivors? – Focused, not flashy – Transparent, not mystical – Embedded, not “visit-our-dashboard” Wrote about it here: factal.io/post/who-survi…

Factal shouldn’t work. You install it in Salesforce, wait 60 seconds, and it just… gets your schema. No config. No setup. No consultants. Still waiting on Salesforce to fix a licensing bug so I can actually let people use it. #Salesforce #AI #RevOps #DataTransparency #Factal

Tried to link my #Salesforce package so I can finally give early testers access. @salesforce: “Processing…” That was two days ago. While I wait, I added a whole graphing engine and an artifacts drawer. I’ve built faster than Salesforce’s approval queue.