DoughRise
DoughPlan
React Engine
DoughRise is a precision-baking toolkit for home bakers and pros working with sourdough, pizza, and artisan bread. It swaps guesswork and scribbled margin notes for calculators and AI tools that handle the maths and the troubleshooting, so you can focus on the actual bake. 15+ free calculators cover everything from hydration to fermentation timing, and an AI Troubleshooter tells you why a bake went wrong and how to fix it. Paid tiers add saved recipes, libraries, and tools for serious hobbyists, teachers, and commercial bakeries. Features
18+ free calculators: baker's percentage, hydration, fermentation timing, dough temperature, pizza portioning, preferment, recipe costing, batch yield, and more AI Troubleshooter that diagnoses common faults (dense crumb, gummy interior, weak rise) and explains the fix AI Bake Plans that generate a custom method and schedule from your flour, timing, and kitchen conditions Sourdough Starter Tracker and a Smart Baking Scheduler that works backwards from when you want bread out of the oven Save recipes, build a library, export to PDF, and auto-generate shopping lists on paid tiers Four self-serve tiers: Free, Pro (ยฃ9.99/mo), Coach (ยฃ14.99/mo), Bakery (ยฃ29.99/mo)
Use cases
Re-dialling hydration when you switch flour brands or the weather shifts Getting a straight answer on why a bake failed instead of trawling forum threads Timing an overnight bulk ferment so the dough is ready when you wake up Scaling a recipe up for a market stall or down to a single loaf Costing a bake properly before you sell at a farmers market
DoughRise React EngineDoughRise's answer
DoughRise combines a deep suite of genuinely free baking calculators with AI that actually troubleshoots your bakes, all on the web with no app to download. Most tools in this space pick one lane: they're either a single calculator, or an AI photo-analyser hidden behind a paywall. DoughRise gives you 18+ free calculators (hydration, fermentation timing, pizza portioning, preferments, recipe costing and more) up front, then layers an AI Troubleshooter on top that takes a description of what went wrong and tells you the likely cause and the fix. It also spans pizza, sourdough and artisan bread rather than sticking to one, and scales all the way up to commercial bakery tools.
DoughRise's answer
Three reasons. First, the free tier is real, not a trial: the 18+ calculators stay free, where most rivals paywall almost everything beyond recipes. Second, it's web-based, so there's no app-store friction, no download, and it works the same on your phone in the kitchen as on a laptop. Third, it grows with you. Most competitors are sourdough-only hobby apps; DoughRise covers pizza and bread, and offers Coach tools for people teaching classes and Bakery tools for small commercial operations, so you don't outgrow it. If you want serious tooling without paying just to find out whether it's useful, that's the difference.
DoughRise's answer
DoughRise started with pizza going wrong. I got properly obsessed with getting dough right, and kept hitting the same wall: scribbling baker's percentages by hand, second-guessing hydration when I changed flour, working out yeast for a 48-hour cold ferment in my head, then trawling forums at midnight trying to figure out why my dough came out flat, sticky, and broke apart the moment I stretched it. The maths and the troubleshooting were the unfun part, and they got in the way of the actual cooking. So I built the tool I wished existed, solo, around a full-time job. It grew from a few calculators into a full precision-baking platform with AI troubleshooting, and the free calculators stayed free because that was the part I needed most when I was starting out.
DoughRise's answer
DoughRise is built entirely on Cloudflare's edge stack: Workers for compute, D1 for the database, KV for fast key-value storage, and R2 for object storage. The storefront and subscription layer run on Shopify. The whole thing runs through a proper four-environment pipeline (dev, staging, sandbox, production) with CI/CD, and the AI features power the Troubleshooter and Bake Plans. It's a deliberately lean, serverless setup that lets one person run a product that behaves like it has a team behind it.
DoughRise's answer
Independent home bakers and pizza makers perfecting their craft Hobbyist sourdough and artisan bread bakers Baking instructors running classes and workshops Small and artisan bakeries managing production and costing
DoughRise's answer
DoughRise serves four audiences, one per tier. At the Free level it's curious and improving home bakers and pizza makers, the people who want the calculators to take the guesswork out of hydration and timing without paying to try them. Pro is for the serious hobbyist who's moved past following a recipe blindly and now cares about why a bake behaved the way it did. They treat baking as a craft and want precision, saved recipes and troubleshooting without needing a maths degree. From there it extends in two directions. Coach is for baking instructors running classes and workshops who need to share recipes and plans with students. Bakery is for small and artisan bakeries that need production scheduling, batch planning and costing. Pizza-dough obsessives are at the heart of all of it, since that's where the product began.
Based on our record, React Engine seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
I was wondering to use paypal's React Engine (https://github.com/paypal/react-engine), but I have some doubts:. Source: over 4 years ago
DoughPlan - The bake-day production planner for home & micro sourdough bakeries โ orders in; time-reversed bake schedule, bakerโs-% formulas, one shopping list, and cottage-food labels out.