Topic & Idea Diagnostic
For learners who have a rough idea, target paper, or project direction but need a feasibility check.
$49-$299
- Novelty and feasibility notes.
- Dataset and baseline risk map.
- Suggested venue tier and next action.
Service matrix
Five offers built around AI research milestones.
The product line starts with lightweight diagnostics, moves into paper reading, replication, and experiment design, then supports project-to-paper coaching and submission readiness. Prices are anchors for scope discussion, not publication promises.
Showing all services.
AI Paper Reading Cohort
A short cohort for students who need to learn how to read AI papers and identify extendable gaps.
$299-$1,299
- Seven-day paper-reading structure.
- Three paper breakdowns.
- First-paper roadmap review.
Baseline Replication Sprint
For students stuck at code, environment, dataset processing, or result mismatch.
$699-$4,999
- Repository and experiment-log review.
- Baseline reproduction checklist.
- Result variance and failure diagnosis.
Experiment Design Blueprint
A reviewer-minded plan for datasets, metrics, baselines, ablations, robustness, and figures.
$499-$8,999
- Complete experiment matrix.
- Ablation and robustness plan.
- Figure/table evidence structure.
Project-to-Paper Coaching
For course projects, competition work, or engineering demos that need a stronger research paper structure.
$1,499-$12,000+
- Research question and contribution reframing.
- Experiment backlog for missing evidence.
- Title, abstract, method, and experiment outline.
0-to-Submission Coaching
A 2-6 month coaching track with staged deliverables and explicit academic integrity boundaries.
$3,000-$30,000+
- Topic, reading, replication, and experiment design.
- Visualization and manuscript structure.
- Submission route and revision strategy.
Pricing logic
Price by research complexity, not word count.
Traditional services price by English words. This studio prices by target level, replication difficulty, experiment depth, and the number of feedback rounds.
| Target route | Diagnostic | Experiment design | Project-to-paper | 0-to-submission |
|---|---|---|---|---|
| EI / regular SCI Best for first paper and structured learning. |
$49-$199 | $499-$1,999 | $1,499-$4,999 | $3,000-$9,000 |
| CCF C / applied AI Needs stronger baselines and cleaner evidence. |
$99-$499 | $999-$3,999 | $3,000-$8,000 | $5,000-$12,000 |
| CCF B readiness Requires high discipline in ablation, robustness, and narrative. |
$399-$999 | $3,000-$8,999 | $8,000-$18,000 | $12,000-$30,000+ |
| CCF A preparation Position as research training, not guaranteed output. |
$999+ | Custom | Custom | Long-term only |
EI, SCI, and CCF are example publication-route references used by many AI/ML learners. Every package stays inside coaching, review, and research-planning boundaries. No ghostwriting. No fabricated data. No guaranteed acceptance. We do not sell authorship, submit on behalf of authors, or fabricate experiments.