Use case

Review and validate your work with expert brains

KBrain lets you ask expert brains to critique plans, drafts, photos, decisions, and work-in-progress with grounded, context-aware feedback.

Ask a brain to review your work

Find an expert brain

Feedback is most useful before you act - before you publish, before you buy, before you submit. But getting it at the right moment is hard. An expert is busy. A peer may be too polite. Generic AI gives you praise with caveats. An expert brain gives you the critique an experienced practitioner would give.

The problem: feedback arrives too late or not at all

Most people get feedback after the fact - when the photo is already posted, the renovation plan is already underway, the campaign is already live. The moments when expert input would change your decision are exactly the moments when it is hardest to access.

The Difference - 01

Generic AI feedback vs. expert brain critique

🤖Generic AI feedback

· "This looks good overall, but consider..."

· Hedged, non-committal, hard to act on

· No grounding in real standards or criteria

· Cannot rank what matters most

· Praise first, concern second - always

feels like feedback
hard to act on

🧠Expert brain critique

→ Grounded in the expert's actual standards

→ Ranks what matters most in this domain

→ Specific, actionable, and traceable

→ Tells you what to fix before it matters

→ Available before you act, not after

✓

grounded critique
available on demand

Generic AI is encouraging. An expert brain is useful. The difference is whether the feedback is grounded in domain-specific standards or in the average of everything the model has seen.

How KBrain helps

An expert brain holds the standards, criteria, and examples that a practitioner uses to evaluate work. You share your work with your AI assistant, ask it to query the brain, and get critique grounded in real expertise - not generic encouragement.

Example prompts

"Review this portrait. What does the composition get right and what would you change? Use your photography standards."
"I have attached my renovation plan. What are the structural or sequencing mistakes I am likely to miss at this stage?"
"Critique this campaign outline against your editorial standards. What is weak and what would you cut?"
"Read this draft and flag anything that does not meet the house style. Prioritise the most important issues first."

Best-fit brains

Brain types - 02

Expert brains for critique and validation

📸

Photographer brain

Composition, light, and post-processing standards. Built from a photographer's real critique criteria and editing principles.

✏️

Editor brain

Editorial standards, what gets cut, and why. Built from an editor's real review criteria and style rules.

♟️

Strategist brain

Strategic plan review, risk flags, and positioning critique. Built from a strategist's real decision frameworks.

Expert brains are most useful for review and validation when they are built from the criteria an expert actually uses - not from generic checklists. The specificity of the brain determines the quality of the critique.

Ask a brain to review your work

Find an expert brain that fits your domain and get grounded critique before you publish, submit, or act.

Find an expert brain

Frequently asked questions

Can an expert brain review a file or image I share?

The brain holds the expert's standards and criteria. You share the work with your AI assistant, describe or paste the relevant content, and ask the assistant to evaluate it against the brain's standards. The brain provides the grounding; the AI assistant does the comparison.

Is this better than asking a general AI to review my work?

For domains where specific standards matter - photography, writing, strategy, engineering - yes. An expert brain grounds the feedback in real criteria rather than averaged training data. The feedback is more specific, more actionable, and more trustworthy.

Can I build a brain from my own review criteria and share it?

Yes. If you have developed a set of standards, a rubric, or a review process, you can package it into a brain and share it with your team or publish it to the marketplace.

What types of work can expert brains review?

Anything that can be described, pasted, or summarised in a conversation - drafts, plans, outlines, strategies, approaches, photos described in text, code logic, and more. The brain provides the expert standard; the AI assistant applies it to what you share.