Remove the bottleneck.
Quick & Dirty Fixes eliminate recurring operational work with narrow, transactionally safe automations built directly inside the workflow you already use.
Technology fundamentally changes the nature of work. As implementation becomes increasingly automated, technical capability becomes increasingly commoditized.
Routine operational work requires less human execution, allowing people to reserve their cognitive effort for activities that demand judgment, context, communication, and problem solving.
Human attention remains limited. Every hour spent on recurring operational work is an hour not spent on what really matters: serving customers, making better decisions, building relationships, and creating new value.
Organizations that direct more human attention toward high-value work gain a lasting competitive advantage.
At its core, QDF is a simple, viable engineering solution driven by a single mission: to reclaim human attention by eliminating recurring operational work.
QDF is its own distinct engineering concept, deeply inspired by Dr. Eliyahu Goldratt’s Theory of Constraints. Goldratt showed that organizations may look highly complex, yet their interdependencies reveal an inherent simplicity. Meaningful improvement comes from identifying and improving the single limiting point that holds back overall performance.
QDF applies this directly to everyday operations. It does not redesign the whole organization or create another large software platform. It surgically targets one recurring operational bottleneck. The goal is not “more software.” The goal is more flow through the system with less human effort.
The goal is not “more software.” The goal is more flow through the system with less human effort.
Every QDF is intentionally narrow, built for a real production workflow, and constrained by explicit contracts, safe failure handling, and observable outcomes.
Each proposition connects a focused operational fix to the business reason it matters and a concrete example of reclaimed attention.
Business reason: Break organizational paralysis and get valuable change into production quickly.
Example: A trial user signs up but gets stuck during setup. This fix spots three days of inactivity, identifies the missed step, and emails a simple tutorial so the user can keep moving without waiting for support.
Resource: arXiv:2602.00307
Business reason: Solve the one problem that limits the whole workflow instead of optimizing everything.
Example: Accounts payable is blocked because every PDF invoice has to be manually checked before payment. This fix extracts invoice lines, validates totals, and only routes mismatches to an employee.
Resource: arXiv:2601.11816
Business reason: Reduce waiting, handovers, approvals, and delays.
Example: New customer enquiries and urgent support tickets arrive in a general queue. This fix classifies sentiment and routes high-risk messages to the right support lead within minutes.
Resource: arXiv:2601.21557
Business reason: Deliver disproportionate business results from a single, focused intervention.
Example: New sales leads arrive with only an email address. This fix enriches the CRM account with known company context before the salesperson starts qualification.
Resource: arXiv:2601.21916
Business reason: Produce more valuable work using the people and systems you already have.
Example: Employees spend hours matching card charges to receipts. This fix reconciles matched transactions automatically and only reminds cardholders when receipts are missing.
Resource: arXiv:2601.14351
Business reason: Remove repetitive, non-value-adding work that consumes time, money, and attention.
Example: Former employees can leave behind active paid software seats. This fix compares the license list with the HR roster, revokes separated users, and logs the reclaimed access.
Resource: arXiv:2602.01797
Business reason: Improve the performance of the entire business instead of isolated departments or tasks.
Example: CRM account ownership changes in one system but not the others. This fix synchronizes owner updates across connected customer systems instead of letting each team maintain its own partial record.
Resource: arXiv:2601.22037
Business reason: Replace constant operational crises with predictable, self-managing workflows.
Example: Database connection failures can sit in logs until customers complain. This fix detects critical log anomalies and posts the exact alert to the triage channel immediately.
Resource: arXiv:2601.11816
Business reason: Deliver immediate value by improving existing systems instead of rebuilding them from scratch.
Example: Returned packages need order lookup, label printing, and inventory updates across separate tools. This fix connects the barcode scan to those systems so returns move without a replacement platform.
Resource: arXiv:2601.11816
Business reason: Produce visible operational and financial improvements in weeks, not months.
Example: A developer forgets to shut down an expensive cloud instance after a test. This fix detects idle development resources after hours, stops them, and emails the owner with a restart path.
Resource: arXiv:2601.17133
Find the recurring task everyone tolerates—and remove it.
A Quick & Dirty Fix isolates one recurring point of friction, removes it safely, and returns human attention to work that creates real value.
Describe the recurring work at the end of this website, or use the value propositions above to map the friction to business value.