E2C by LBAI

Turn your expertise into a system you can keep using.

E2C is software in development, planned as a Codex plugin and desktop app. It works with your own Codex to turn your professional methods and existing projects into systems you can use, revise, and build on.

Already built something useful with Codex? E2C is designed to take on the continuing work around it: organizing tools and steps, handling changes within your permissions, and checking the result against your requirements. That is the purpose of the separate E2C subscription. Your professional decisions stay with you.

In development. Downloads, registration, and purchasing are not yet available.

See how E2C would work Follow the research story

Product concept

Your method. A working system. A result you can act on.

Your professional starting point

Your methods, requirements, and existing Codex-built work

E2C + your Codex

E2C organizes the work. Your Codex implements and runs it.

You: Provide the method, set limits, and make professional decisions.
E2C: Organize tools, steps, changes, and checks against your requirements.
Your Codex: Implement the method, run the work, and make authorized revisions.

Two connected outcomes

A system for continued use and a result for this task

A professional system

Apply your method to later tasks, with its conditions and checked, approved improvements.

A business result

Review this task’s result, its supporting evidence, and the decisions still yours.

Your method sets the direction. E2C organizes the work; your Codex implements and runs it. Keep a system for later tasks and a result you can review now.

Illustrative product direction. Professional judgment and approvals remain with you.

A change rarely affects just one requirement.

Your research uses a new source, but its definitions no longer match your method. A configuration meets the specification but exceeds the budget. You fix one part of a system, then need to find out what that change did to everything else.

The difficulty is not producing another file. It is making sure the work still meets its important requirements after something changes. A technically correct answer can still be unusable for the decision you need to make.

Even with the same Codex project, you may still be adding instructions, preparing tools, choosing the next step, and arranging another round of corrections. E2C is designed to take on more of this work, both while building the system and while using it.

Keep your Codex. Give the whole task a way forward.

Codex can help you explore, build, and execute. E2C is designed to organize that work around the methods, goals, and limits you provide, from building the system to using and improving it.

Start from what you already know
Bring the existing project, relevant sources, examples of acceptable results, and the requirements that cannot be dropped.
Let the product organize the work
E2C arranges tools and dependent steps; Codex implements and runs them. When something needs correcting, E2C organizes the authorized revision and checks its effects on the whole task.
Keep the decisions that belong to you
Missing evidence, a proposed change in method, or an action beyond your permission becomes a specific question. You decide; the work continues on that basis.

What would an E2C subscription add?

Building a useful system is one part of the job. Keeping it useful as evidence, requirements, and methods change is another. E2C’s separate subscription is intended to make that continuing work part of the product.

You can organize this work with Codex yourself. E2C is designed to arrange the tools and steps, pursue authorized fixes, check the whole result, and incorporate approved changes without discarding what still works.

For a one-off exploration, you may not need it. For a method you want to rely on in important work, the question is what responsibility the product actually takes on and what usable capability it leaves you with.

As AI improves, look at your own work: what can you now delegate, and what do you still have to organize and maintain? E2C must earn its place through the work it actually takes on. That value still needs to be demonstrated in the product.

Understand the product and subscription

Keep the capability, not just the output.

The aim is both a usable business result and a system worth continuing to use. A result is not ready merely because it looks complete; a system is not ready for every future situation because it worked once.

A system built around your method

A way to apply your professional approach to later tasks, with the requirements and conditions that make it appropriate.

A result with a basis for using it

A research brief, configuration, or proposal connected to the sources and method used, the requirements checked, and anything still awaiting a decision.

A new input is not the same as a better method.

New data can answer today’s question. A lesson from the work can improve tomorrow’s system, but only after you choose to keep it, it is implemented, and its effects on existing methods are checked.

That is the accumulation we care about: professional experience that becomes usable capability, with known conditions. Not simply more conversation history or more code.

See how the research method evolves

Begin with familiar work, not a setup project.

E2C is planned as a Codex plugin and a desktop app. The basic experience is designed for you to choose your project and materials, explain your goal, and confirm the important conditions, without first hiring a developer or deploying a server.

See how you would start

What important work would you like to build on?

Talk with LBAI about your professional work, E2C, or a business inquiry.