https://www.firstprinciples.pro/case-studies/Recover time, simplify operations and connect your tools. First Principles builds AI agents, workflows and internal tools for growing B2B teams.enhttps://www.firstprinciples.pro/case-studies/project-intake/https://www.firstprinciples.pro/case-studies/project-intake/A form submission now creates the project, documents and team handoff. Delivery starts with a consistent workspace instead of an hour of copying.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/leadership-analytics/https://www.firstprinciples.pro/case-studies/leadership-analytics/Leadership reviews capacity, delivery, churn and margin in one place, instead of debating which department spreadsheet is right.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/design-library/https://www.firstprinciples.pro/case-studies/design-library/Designers search the agency's archive by idea, angle or format and jump to the Figma source, instead of an afternoon of digging through shared drives.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/ads-quality-agent/https://www.firstprinciples.pro/case-studies/ads-quality-agent/Each account gets a daily wrap-up: key numbers, pacing against plan, change since the last check-in, and findings ranked by priority, with the marketers tagged.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/agency-automation/https://www.firstprinciples.pro/case-studies/agency-automation/Client requests, time-off cover, data syncs, digests and follow-ups run automatically, with error handlers and a watchdog that flag failed or missing runs.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/client-creative-calendar/https://www.firstprinciples.pro/case-studies/client-creative-calendar/A read-only dashboard syncs creative production work from ClickUp and shows it to a B2B software client as a board, a timeline and a calendar.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/scope-check/https://www.firstprinciples.pro/case-studies/scope-check/A Google Sheets add-on totals the creatives a brief asks for, compares them with the client’s monthly cap and logs the submission. Over-cap work goes to the account manager instead of straight to design.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/flag-tracker/https://www.firstprinciples.pro/case-studies/flag-tracker/A chat bot turns a short form into a structured account flag. It posts to the client channel, creates the task and keeps one thread updated until the flag is closed.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/creative-intelligence/https://www.firstprinciples.pro/case-studies/creative-intelligence/Every ad is tagged by hook, angle and format, so performance can be sliced the same way for every client. Data syncs nightly, and a shared inspiration bank sits alongside.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/agency-operations/https://www.firstprinciples.pro/case-studies/agency-operations/Each month, every mapped client needed the same manual sequence in Figma, Drive, a tracking sheet, ClickUp and Slack. One job now does it, checks its own work and repairs what it breaks.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/client-portal/https://www.firstprinciples.pro/case-studies/client-portal/A client portal and an internal console share one database and sync both ways with ClickUp. Clients submit requests and follow progress without being given access to the team's project tool.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/contract-intake-bot/https://www.firstprinciples.pro/case-studies/contract-intake-bot/A chat bot pulls contract details out of a conversation, asks for what is missing, takes corrections and, on a “yes”, sets up the task, announcement, contract and dashboard entry.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/tool-catalogue/https://www.firstprinciples.pro/case-studies/tool-catalogue/A catalogue where anyone signed in can find a tool, read how to start using it and add their own. Nothing is ever deleted, so it stays a record of what has been built.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/subscription-audit/https://www.firstprinciples.pro/case-studies/subscription-audit/A report of paid seats with no recorded usage, priced per seat. Tools nobody can observe are listed separately, so "unwatched" is never mistaken for "unused".Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/figma-layering/https://www.firstprinciples.pro/case-studies/figma-layering/Two prototype Figma plugins rebuild a flattened PNG or JPG as live text, shapes and cut-out images, so designers stop redrawing an ad just to change a headline.Sat, 07 Nov 2026 00:00:00 +0000https://www.firstprinciples.pro/case-studies/design-playbook/https://www.firstprinciples.pro/case-studies/design-playbook/A design team's AI trial became a short, evidence-based guide: four plays, four rules and a clear list of what AI should not be asked to do.Sat, 07 Nov 2026 00:00:00 +0000