Turn one repeated task into an AI system that runs on schedule, checks the right sources, summarizes the noise, drafts the next move, and queues it for human approval.
Content, research, digests, ad monitoring, inbox workflows, local SEO, and custom agent setups, all built around the tools you already use.
Start with one workflow. I connect the sources, rules, schedule, prompts, approvals, and outputs so the system does useful work without becoming a mystery bot.
Turn raw notes, links, transcripts, product updates, or research into drafts, outlines, posts, newsletters, and reusable content queues.
Track competitors, offers, landing pages, ads, pricing changes, search results, or niche signals, then get a short alert when something worth acting on changes.
Daily or weekly summaries from the sources you care about: news, social feeds, websites, inboxes, market notes, internal docs, or saved searches.
Automations that run every morning, every hour, every Friday, or whenever a trigger hits to check sources, update sheets, draft reports, or send summaries.
Classify emails, draft replies, update sheets, summarize docs, route requests, prep follow-ups, and keep the admin queue moving with approval gates.
Keep a memory of decisions, examples, edge cases, and preferred outputs so systems get easier to tune over time, without handing control to an unsupervised bot.
No fake testimonials. These are realistic starter systems we can scope during the free audit.
Checks selected competitors, ads, landing pages, keywords, newsletters, or social sources and sends a short digest: what changed, why it might matter, and suggested next actions.
Drop in notes, links, transcripts, or rough ideas. The workflow turns them into cleaned-up drafts, hooks, post variants, newsletter sections, or a publishing queue for review.
Scheduled research pulls relevant news, tickers, filings, watchlists, or saved sources into a concise brief with links, summaries, and flagged items for manual review. Not financial advice.
Incoming messages get classified, summarized, routed, and drafted. Urgent items are flagged. Routine replies and follow-ups wait for approval before sending.
When a new lead comes in, the system researches context, summarizes the opportunity, drafts a custom reply, and creates the next task in your sheet or CRM.
Pull from forms, sheets, emails, tasks, or notes and generate a weekly summary: open loops, stuck items, recurring issues, completed work, and suggested priorities.
We do not start with βAI.β We start with the repeated task, the sources, the decision points, the schedule, and the human approvals.
Bring one repeated task: checking sources, summarizing news, monitoring ads, drafting content, triaging email, updating sheets, or preparing follow-ups.
We define inputs, rules, schedule, outputs, approvals, failure cases, and what the automation should never do.
I connect the tools, prompts, scripts, agents, docs, and schedules needed to make the workflow run in the real world.
You get a walkthrough, written instructions, and a clear path to improve the system once it proves useful.
This is not a vague discovery call. We pick one repeated workflow and decide if it is worth turning into a small system.
We identify the task you keep doing manually: checking sources, triaging messages, writing updates, building reports, or preparing follow-ups.
We define the sources, tools, rules, schedule, final output, and where the result should land: email, sheet, doc, queue, digest, or task list.
We mark anything that should require approval before sending, posting, changing live data, deleting, buying, or contacting someone.
You leave with a practical recommendation: Starter Workflow, Operating System Build, Custom Agent System, or no-build if automation is not worth it yet.
Bring the messy workflow. I will turn it into a simple system map.
Book Free Workflow AuditSensitive workflows should not run blindly. I build with limited permissions, clear logs, approval checkpoints, and documented rules for what the system can read, draft, send, update, or delete. The goal is leverage, not a mystery bot making business decisions behind your back.
Pick the smallest build that creates a real output. Each tier starts with a scoped workflow map, clear approval rules, and a handoff you can actually use.
Best for one narrow task with one clear output.
Best for a small system with multiple sources or steps.
Best after the first workflow proves useful and needs tuning.
Best for deeper systems, private tools, browser tasks, or specialized agents.
If your week includes checking the same sources, writing the same updates, sending the same replies, or building the same reports, there is probably a first automation worth testing.
For inbox triage, maintenance requests, appointment follow-ups, review requests, owner updates, customer replies, reminders, and simple reporting workflows.
For people who need a daily pulse on leads, customers, tasks, competitors, and open loops without checking ten places manually.
For turning research, links, transcripts, ideas, and trend monitoring into drafts, briefs, posts, newsletters, and content queues.
For scheduled market/news briefs, watchlist summaries, source monitoring, and flagged items for manual review, not automated financial decisions.
The first win is usually not a giant AI transformation. It is one repeated loop that starts checking, summarizing, drafting, routing, remembering, or reporting for you.
Check selected sources on a schedule and flag changes worth reviewing: competitors, ads, inboxes, news, watchlists, saved searches, or business dashboards.
Turn long pages, emails, feeds, docs, transcripts, or notes into short useful briefs with links, summaries, and next-step suggestions.
Prepare replies, posts, reports, follow-ups, research notes, and next-step recommendations, queued for human approval where it matters.
Instead of fake testimonials, here are the types of working systems this offer is based on.
Public proof links for creator work, AI-assisted video, music-adjacent launch media, community campaigns, and growth/content experiments.
Founder of Preballin. Practical AI systems, not strategy PDFs.
Iβm Thaddeus Arndt, founder of Preballin. I build practical AI systems for people who do not want another dashboard, chatbot, or strategy PDF.
My work focuses on connecting AI to real operations: inboxes, calendars, docs, spreadsheets, browsers, scheduled jobs, research sources, and approval queues.
Recent builds include scheduled research agents, Gmail/Workspace workflows, browser-assisted automations, content pipelines, market/news digests, and multi-step AI agent systems. Preballin brings that approach to small teams without enterprise consulting prices or AI theater.
I am also security-minded about automation: approval gates, limited permissions, credential hygiene, keyrings, API-key protection, environment-file discipline, secret redaction, and audits before systems send, post, spend, delete, or publish.
Reasonable skepticism is healthy. Here is how I keep scheduled jobs, monitoring, content, and inbox workflows practical, scoped, and safe.
No. You explain the repetitive task in normal language. I translate it into a workflow and show you how to use it.
Common starting points include Gmail, Google Calendar, Google Sheets, forms, docs, CRMs, website forms, browser workflows, X/Twitter/bookmark sources, news feeds, and custom agents.
Not by default. Most first builds create drafts, queues, summaries, or alerts for human review. Anything that sends, posts, purchases, deletes, or changes live data must be explicitly scoped.
Yes. Workflows can run hourly, daily, weekly, or on a trigger. For sensitive actions, the system can prepare drafts or alerts instead of sending or changing anything automatically.
Yes. We define approved sources, search terms, competitors, feeds, or pages to monitor, then generate a digest or alert when something relevant changes.
It means the workflow can keep examples, preferences, corrections, and decisions so future outputs are easier to tune. It does not mean handing control to unsupervised AI.
In 15 minutes, we map the sources, rules, schedule, output, and approval points for one workflow. If it is not worth automating, I will tell you.
Book the audit if you already know the workflow. Use the form if you want to describe the mess first.
Or fill out the form below and I'll reach out within 24 hours.