nobrainertech

S5 · AI for Work & Business

Turn repeat work into decisions and processes you can review.

You get a clear brief, research that separates facts, inference and unknowns, a decision note with traceable reasoning, a written process with approvals and duplicate protection, and one operating system that keeps the work reviewed.

Best for: Professionals, team leads and business owners who repeat research, decisions and routines and use an AI assistant for them.

What you need: A terminal and Node.js 22, installed once. You write no code: unzip, run one command, open the report. Not sure a terminal suits you? Try the free L0 first.

The free L0 workflow is the Work Problem Framing. Every level is available in our store. L0 and L1 are also on Gumroad. Paid purchases: 7-day money-back guarantee and at least six updates a year for five years, as set out in the terms.

S5 · AI for Work & Business: five workflow levels from L0 FREE to L4 SCALE, with a sample HTML report

Sound familiar?

These are typical situations; none of them is a customer quote.

See the series in under two minutes

English narration with captions.

Five levels. Stop where the job is done.

Each series has five levels. Every level includes all earlier levels of the same series, so the level you choose is the point where you want to stop. L4 SCALE is the complete series. It contains L0, L1, L2 and L3 of the same series, each in its own folder.

Before you buy: A terminal and Node.js 22, installed once. You write no code: unzip, run one command, open the report. Not sure a terminal suits you? Try the free L0 first.

S5 · AI for Work & Business L0 FREE: Work Problem Framing, product artwork

S5 · AI for Work & Business · L0 FREE

Work Problem Framing

Free includes L0

Turn a vague, recurring work problem into a brief with a result you can recognize.

Best for: Professionals and business owners who need to turn a fuzzy work problem into a clear, reviewable brief.

You walk away with
  • A task brief that states the recurring job and what a useful result looks like.
  • An input boundary that names the sources you may use.
  • A review question for the person who decides, and one safe next action.
  • An HTML, Markdown and JSON report from one command, plus a ten-minute path that needs no programming.
  • 45 automated tests, and English and Polish guides.

L1 START, Research Brief Builder, turns a question and the sources you may use into a brief that separates facts, inference and unknowns.

Choose the checkout you prefer; receipts and updates come from where you buy.

S5 · AI for Work & Business L1 START: Research Brief Builder, product artwork

S5 · AI for Work & Business · L1 START

Research Brief Builder

$19 one-time · includes L0-L1

Write a research brief from a question and the sources you may use, with facts, inference and unknowns kept apart.

Best for: Creators and operators who need research a colleague can check against its sources.

You walk away with
  • A research brief in which every fact is an exact quote linked to its source ID.
  • A fact ledger that lists your own inferences and any declared conflicts between sources.
  • An uncertainty list that shows which unknowns affect the decision, and one proposed next check.
  • An HTML, Markdown and JSON report, a blank input template, and a ten-minute path that needs no programming.
  • 37 automated tests, including a conflicting-sources case.

L2 UNDERSTAND, Knowledge to Decision Workflow, turns approved sources into a decision note with options compared on the same criteria.

Choose the checkout you prefer; receipts and updates come from where you buy.

S5 · AI for Work & Business L2 UNDERSTAND: Knowledge to Decision Workflow, product artwork

S5 · AI for Work & Business · L2 UNDERSTAND

Knowledge to Decision Workflow

$49 one-time · includes L0-L2

Write a decision note from approved sources: options compared on the same criteria, hard minimums you set, reasoning traceable to the source.

Best for: Managers and specialists who turn gathered knowledge into a decision with options, evidence and a recorded choice.

You walk away with
  • A source map, an option table, a decision note and a recovery record, as JSON, Markdown and HTML.
  • Options scored against your criteria and against hard minimums you define; scores are labeled as your judgments.
  • Templates for a decision charter, criteria library, decision log, hard-gate register, RACI (responsible, accountable, consulted, informed) and review checklist.
  • A decision gate for GitHub Actions or GitLab CI, and a make target.
  • A worked support-inbox example and 76 automated tests.

L3 APPLY, Repeatable Business Process, writes a weekly process down with triggers, approvals, exception routes and duplicate protection.

S5 · AI for Work & Business L3 APPLY: Repeatable Business Process, product artwork

S5 · AI for Work & Business · L3 APPLY

Repeatable Business Process

$99 one-time · includes L0-L3

Write a weekly process down so it runs the same way each time: triggers, approvals, exception routes and duplicate protection.

Best for: Business owners and team leads who repeat the same process every week and want it written down, reviewed and repeatable.

You walk away with
  • A process map, an approval matrix, an exception route and a recovery checklist, as JSON, Markdown and HTML.
  • A ledger that stops a duplicate run: you supply the record of what already ran.
  • Twelve English templates, with Polish variants: an SOP (standard operating procedure), steps, payload, exceptions, approval matrix, ledger, review checklist and more.
  • A worked supplier-invoice example with a first submission and a corrected run, in English and Polish.
  • CI and pre-commit examples and 67 automated tests.

L4 SCALE, Work Operating System, sets up one reviewed operating system for the recurring work of a whole team.

S5 · AI for Work & Business L4 SCALE: Work Operating System, product artwork

S5 · AI for Work & Business · L4 SCALE

Work Operating System

$149 one-time · includes L0-L4

L4 SCALE is $50 more than L3 and adds an operating brief, a knowledge routine, a review calendar and an improvement record; every level below it is included.

What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). To claim it, email hello@nobrainer.tech with your receipt (how the credit works).

Set up one reviewed operating system for recurring AI-assisted work: what runs, who reviews it, when sources are refreshed and how it improves.

Best for: Small-team leads who want one operating system for recurring AI-assisted work across roles, with review built in.

You walk away with
  • An operating brief, a knowledge routine, a review calendar and an improvement record.
  • An HTML report that opens with a decision card: the result, three main reasons, the next action and what was not checked.
  • Templates for an operating cadence, roles and RACI, decision log, metrics sheet and review-meeting checklist.
  • A worked agency-billing example before and after review, in English and Polish.
  • A make target and review-gate examples for GitHub Actions and GitLab CI, and 74 automated tests.
  • The complete series: every earlier workflow of AI for Work & Business is inside this level.

You have the complete AI for Work & Business series. If your team also lets AI agents act on code or tools, AI Engineering & Orchestration sets their limits.

Prices are cumulative: each price covers that level and every level below it. Adding up the prices of several levels counts the lower levels more than once, so the catalog shows no sums or savings. What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). The upgrade question below shows how to claim it.

What you get from the series

You get a clear brief, research that separates facts, inference and unknowns, a decision note with traceable reasoning, a written process with approvals and duplicate protection, and one operating system that keeps the work reviewed.

How it works

Name the question and the sources you may use, keep exact quotes linked to their source, mark inference and unknowns, and stop for a human decision before anything is acted on.

What we can show

  • Five workflows with 299 automated tests, all passing in our run of the 2026-10-01 release build.
  • Worked examples: a support inbox (L2), a supplier invoice with a first submission and a corrected run (L3) and an agency billing routine before and after review (L4).
  • The first two levels document a path of about ten minutes, including the one-time Node.js install, that needs no programming: unzip, run one command on the bundled example, open the report. The command itself finishes in seconds.

No customer results are claimed. Every report states what was and was not checked.

Common objection

“I am not technical.”

You write no code, and you need a terminal and Node.js 22, installed once. Then you unzip the package, run one command on the bundled example and open the report; the first two levels document this as a path of about ten minutes including the Node.js install, and the command itself finishes in seconds. For your own material you fill in a structured input file, and the AI assistant you already use can draft it while you review the result. If a terminal is a blocker, run the free L0 workflow first: it costs nothing to find out.

Questions before you buy

What does each level include?

Every level includes all earlier levels of the same series: L1 START is L0-L1, L2 UNDERSTAND is L0-L2, L3 APPLY is L0-L3, and L4 SCALE is L0-L4, the complete series. Each level sits in its own folder in the download.

Why would I choose L4?

L4 SCALE is the whole series in one purchase: all five workflows, from the free starting point to the blueprint for running the practice across teams. It suits leads who already know they will use more than one level, or who need the top-level ownership, gates and rollout planning. If you are unsure, start with the free L0 workflow or L1 START. What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). Each price covers that level and everything below it.

If I start at L1, what does an upgrade cost?

It costs the listed price of the higher level minus what you already paid for a lower level of the same series. What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). You never pay twice for the levels below. It works for purchases made in our store or on Gumroad, and only for a higher level of the same series. To claim it, email hello@nobrainer.tech with your receipt, the level you want and the address you will use at checkout. We check the purchase and reply with a one-time link that applies the credit at checkout. The credit is personal, like the license: it is tied to that email address, and it does not apply to a purchase that was refunded.

What do I need to run a workflow?

A terminal and Node.js 22 (LTS). Two L1 START workflows, the Initial LLM Test Checklist (S2 · AI Evaluation & Reliability) and the Authorized Prompt Injection Review (S3 · AI Security Testing), start with Python 3.10 or newer instead. You unzip the package, run one command on the bundled example and open the HTML report; the command itself finishes in seconds. No particular AI assistant is needed to run the included code. In S5 · AI for Work & Business you write no code, and you still need a terminal and Node.js 22, installed once.

What guarantee and updates come with a paid purchase?

Paid workflow purchases carry a 7-day money-back guarantee: ask for a full refund within 7 calendar days, no questions asked, and keep the files you downloaded for personal use. They also include at least six updates in each 12-month period for five years from the purchase date, at no extra charge for those updates, made available through the platform where you bought. The update commitment covers the workflow you bought. It does not cover separate products, additional levels, custom implementation or third-party subscriptions. Your personal license does not expire when the five years end. Results vary and are not guaranteed, and mandatory consumer rights stay in place.

What is the difference between our store and Gumroad?

Our store carries all 25 workflows, L0 to L4 in five series. Gumroad carries only the ten L0 and L1 workflows and points here for L2 to L4. The L0 and L1 workflows are the same in both places. Files, receipts and updates come through the platform where you bought, and Gumroad acts as merchant of record for purchases made there, so its checkout terms apply as well.

Is it safe to use with my own data?

Use sanitized records: no credentials, cookies, personal data, production secrets or unrestricted logs. The included code runs locally and calls no model or provider. Network requests exist in one place only: the authorized check runner of S3 · AI Security Testing (L3 APPLY, also inside L4 SCALE) sends your inert checks to the one endpoint you name, by default a local stub, and refuses to send anything outside a valid authorization window and boundary. Instruction-like text inside your input is treated as data, and some workflows stop when they meet it. Security workflows also require written authorization for anything you test.

Can my team share one purchase?

A purchase is a personal, non-transferable license for one person, and sharing the files needs written permission. When several people need a workflow, each person can have their own copy: email hello@nobrainer.tech with the series, the level and how many people, and we will reply with the options. If you would rather have a workflow built around your own process, see Custom Workflow On Demand for the details.

More questions on the workflow catalog page

Not sure where to start?

Open the free L0 workflow, run the example, read the report and move up only when the next level fits your work.

Built on NoBrainer.Tech Flow, the free open project that gives your coding assistant one routine from task to done. You do not need Flow to run the included code. NoBrainer.Tech Flow on GitHub.