10 SaaS Factory Features where clients eyes light up

1. SF Opportunity Engine URL in, full market analysis out. A potential build dossier of Adjacent and Downstream Market Products, each with proof of pain, competitor pricing and some revenue maths. It also identifies the features your core product has, and what is missing. Run it on yourself, or on your competitors. I ran it on functionpoint.com, a sister Volaris business, and asked their leaders for brutally honest feedback. Talia Palermo, product lead: “It clearly made quick work of what were previously some long winding paths for us… it did feel very close to the customers’ real needs.” TJ Carlson, business leader: “Have you ever thought about this as a competitive analysis tool? Or some way to kill competitors?” Why it matters. Hunches chased on gut feel can die expensively. This makes it a data led decision before a line of code exists, and with the Build it button, a fully evidenced product is one click away. Your hunch, backed by data, one click from a build. [TBC: See a sample report] Images: dossier view with the Build it button, plus a close crop of the revenue maths with the Approximate labels. Sample report: run on shopify.com. 2. SF Product Owner AI Agent Mission statement in, product out. The SF PO (Product Owner) Agent writes the spec, picks the tech stack, sequences the build, and keeps developing your product against the mission from day one. Once live, you set the PO’s mode: dominate your vertical, maintain, or off for manual control. “I gave it one paragraph, 78 words: Making Tax Digital compliance for UK landlords. It worked out the hard parts itself, the HMRC OAuth connection, open banking feeds, the API connection to agentOS.com. Version 1 in a day, 90% there. I’m a non developer, and I’m also the app’s customer, a landlord who needs it. It blew my mind that I was staring at an MVP. I started a list of dozens more app builds in different verticals that day. Adjacent, downstream, internal ERP replacements, rip and duplicate plays.” Why it matters. The gap between idea and product used to be a dev team, a budget and months. Now it is one paragraph and for a creative founder or product owner, speed to opportunity is boundless. Images: the MTD mission statement (78 words) next to the live landlord-mtd.co.ukproduct. Small in, big out. 3. Tech stack, set up behind the scenes Auth, database, emails, website, batch engines, payments. All set up behind the scenes while your product is being built, on tech that is enterprise scalable. The boring stuff every company needs. “I built an app for Posibl.com, my CrossFit box’s brand. A stack with nothing to do with my day job. All the stuff I would have asked an external IT team to do and wait weeks, done and just there. No friction, no self learning, nothing to configure. That’s when it hit me, this is not a vibe coding tool. It’s a Vibe Building SaaS Company Platform, and it’s not just the tech stack, it’s the business stack with payments, websites, CRM, CSM, validation, moats.” Why it matters. Every technical friction raises the chance you give up. As frictions stack, good ideas can quietly be given up on and die. Here the frictions never reach you, they are solved silently while you build. Images: the Tech Stack overview screen. 4. Same day feedback to release Every SF product ships with a feedback widget. The SF PO Agent checks each request against the mission statement. If it fits, it builds, ships, and emails the customer that their request is live. “SF was in autonomous mode, no human touching it. I was in the Making Tax Digital app as a landlord and asked for a profit figure on my dashboard and a capital gains vault to store paperwork for future tax savings. I carried on and about 30 minutes later, both features were just there. I had to do a genuine double take. Then the email arrived confirming my feedback had shipped. I was blown away as a customer.” There is a third category on the widget: Build for Me. Stuck on a friction, the SF PO Agent, and if needed the CTO (the PO Agent will ask), steps in and clears it, with a fix or by building the feature that solves it. A whole new support channel experience. Why it matters. No more black hole software requests. Customers see their words become working software the same day (in some cases the same hour), and they are told the moment it ships. That is how you keep customers paying and build defensible moats. Feedback in, software out, customer notified. Same day, sometimes same hour. Side note. This one is so good we are re spinning it inside SF as a standalone product. That is exactly what the Respin feature in SF is for. Images: the feedback widget with its three options (Support, Feedback, Build for Me), plus the release notification email. 5. SF Growth Strategy Engine From the mission statement alone, the Growth Agent drafts your positioning, brand voice, ICP, competitor tracking and a do say and don’t say list. Then it makes you validate, asking for real interviews logged as evidence, Pain, Workaround and Mission Fit scored, and an overall Validation Score. Score low, and it challenges you. “I ran it on SaaS Factory itself. It was 80 to 90% there and surfaced things I had not considered. Here’s the truth about startups, most build first, then go looking for the validation and market/vertical fit. That’s why so many fail. Normally only investors or scarred senior operators force this discipline on you, but in SF the agent does it from day one.” Why it matters. Every feature must map back to the mission and every validation claim gets evidence behind it. If you are chasing investment, this is exactly the pack investors ask for, and it feeds the number that matters. Revenue Speed, not code speed.

About the author

Glyn Trott founded agentOS in 2004 and sold it to Volaris in 2024. He continues to be CEO of agentOS Proptech Group, part of the Omegro and Volaris group, and co-founder of SaaS Factory. Glyn lives in Wales and is big into CrossFit.