Find Your Scenario

Eight engagement blueprints from the working pipelines on this site. Every figure is traceable to a demo or the price list — the real proof is nineteen replication checks at the bottom.

Take the 30-second quiz Browse the scenarios A 15–30 minute walkthrough call for scholarly and technical discussion of methods, fit, and limitations.

Which one are you? 30 seconds.

Five questions — duties, team, AI literacy, delegation style, funding. Nothing leaves this page.

What eats most of your research time?

What research help do you have?

How much do you use AI in your research today?

When work is delegated, how do you like to work?

Where would the money come from?

Your best fit:

Not convinced? That's the point of the trial — from US$1,000 (≈ HK$8,000), free if not useful.

Prefer typing to talking?

Scripted assistant — indicative range before anything reaches Patrick. Open it →

The eight scenarios

Filter by axis — or read top to bottom.

Duty: Team: AI literacy: Involvement:

8 scenarios shown

1 · The Signal-Processing Professor

Your data needs specialist analysis that RAs rarely have and off-the-shelf tools can't run.

analysis-heavyfull labmid AI literacyhands-off
The pain

EEG, speech and eye-tracking analysis is specialist work. RAs collect the data but can't run the pipelines — and every analysis quietly becomes your weekend project.

What we'd ship
  • Full ERP pipeline — filtering, epoching, ICA, component contrasts (prototype on tutorial data; build scope on your recordings)
  • Child-Cantonese ASR with error-preservation analysis for speech-disorder tracking
  • Eye-tracking reading measures — FFD, gaze, go-past; mixed models scoped as a build deliverable
What you get

Publication-defensible results in days, with verification — and you keep the whole pipeline (script, data, report) so your lab can re-run anything later.

Cost anchor

A postdoc with this skill set costs far more per month and leaves at contract end. Fixed-fee deliverable from US$2,600 (≈ HK$20,000), funded from your grant.

Best next step: a scoping call to quote the deliverable — from US$2,600 (≈ HK$20,000).

Illustrative — figures traceable to demos or price list.

2 · The Pipeline-Builder

Your grant pays for data. Your students can collect it. Nobody can run the analysis but you.

analysis-heavyshared RAdabblermid involvement
The pain

The GRF-funded project is moving, but postgraduates can build a questionnaire, not run the analysis. Every results section funnels through you.

What we'd ship
  • Trial on your published data — from US$1,000 (≈ HK$8,000), free if not useful
  • Full pipeline on current data, with handover docs written for a “kind-of-knows” RA
  • Research retainer for upkeep, routine analysis, and a named monthly scope
What you get

After handover, your RA runs the pipeline and you judge the output. Scripts and docs stay with the lab.

Cost anchor

One deliverable from US$2,600 (≈ HK$20,000) is less than one month of a postdoc — and it stays.

Best next step: the trial on your own published numbers — from US$1,000 (≈ HK$8,000), free if not useful.

Illustrative — figures traceable to demos or price list.

3 · The Solo Professor

No students, no RA — the literature, the dataset and the draft are all yours.

writing-heavysolobeginner–dabblerhands-off
The pain

No team to absorb the labour: every literature review, dataset clean-up and revision lands on your desk. Small-grant budgets don't stretch to an RA for one project.

What we'd ship
  • Literature matrix from your reading list — reliability-checked (κ 0.76–0.88)
  • Small analysis — survey, scale validation, or experiment dataset
  • Bilingual questionnaire with back-translation checked against published Chinese
What you get

Weeks back, and you keep everything — matrix, scripts, report — documented for a colleague.

Cost anchor

An RA costs far more per month and can't build the pipeline; one small deliverable from US$2,600 (≈ HK$20,000).

Best next step: try one piece on your own material — from US$1,000 (≈ HK$8,000), free if not useful.

Illustrative — figures traceable to demos or price list.

4 · The Grant Sprint

Deadline in six weeks. The literature review alone would take three.

writing-heavyany teamdabblerhands-off
The pain

Proposal season: matrix, gap narrative, budget and criteria alignment must exist before the science gets written — and that eats the weeks.

What we'd ship
  • Literature matrix — design, sample, measures, findings per paper
  • Gap-analysis narrative for your intro and objectives
  • Proposal package scored against official RGC criteria, with reviewer simulation
What you get

A submission that has survived a mock panel — criteria alignment checked line by line.

Cost anchor

Trial from US$1,000 (≈ HK$8,000); full package from US$2,600 (≈ HK$20,000) — grant-claimable if it lands.

Best next step: a scoping call now, before the deadline crunch.

Illustrative — figures traceable to demos or price list.

5 · The Lab Director

Your RA just graduated — and the pipeline knowledge went with them.

analysis-heavyfull labbuilderhands-off
The pain

Every contract end resets the lab's analysis capacity — the accumulated “how this project actually runs” walks out the door.

What we'd ship
  • Production pipelines plus documentation any RA can run
  • 6-month research retainer — rate locked, aligned to the grant cycle
  • Monthly queue: upkeep, routine analysis, summaries, and a month-end report
What you get

Analysis capacity stops resetting at every departure. New RAs ramp in days, not months.

Cost anchor

One departing RA's knowledge is worth more than the whole retainer (from US$1,300/mo (≈ HK$10,000/mo)).

Best next step: quote the pipeline build plus the 6-month retainer.

Illustrative — figures traceable to demos or price list.

6 · The Qualitative Researcher

Eight hundred pages of transcripts. One coder. One deadline.

qualitativeshared RAdabblermid involvement
The pain

Coding is months of work, and reviewers want inter-rater agreement a single coder can't produce.

What we'd ship
  • LLM-assisted coding with reliability check — κ 0.81 / 93% agreement
  • Verifiable reason for every code; codebook yours to keep
What you get

Defensible coding plus inter-rater numbers, in days instead of months.

Cost anchor

A month of RA time versus a trial from US$1,000 (≈ HK$8,000).

Best next step: the trial on your own transcripts — free if not useful.

Illustrative — figures traceable to demos or price list.

7 · The Admin-Drowned

Your inbox is a second job — and your grant doesn't pay for it.

admin-heavyany teambeginnerhands-off
The pain

Email triage, ethics paperwork, scheduling, formatting: days a week of invisible labour no grant line was written for.

What we'd ship
  • Admin agent: 15–30 minute walkthrough, then a two-week free pilot
  • Setup plus light retainer (from US$640/mo (≈ HK$5,000/mo)): inbox triage, drafting, scheduling, forms
  • Escalation rules on day one — it drafts, you approve, nothing sends itself
What you get

Admin hours back, with everything verifiable before anything goes out.

Cost anchor

A few hours of your week at your own loaded cost is more than the monthly fee.

Best next step: the free two-week pilot.

This is a separate offer from the research pipelines — one conversation at a time.

Illustrative — figures traceable to demos or price list.

8 · The Teaching-Plus Professor

Your teaching load is fixed; your research time is what shrinks.

teaching+researchsolobeginnerhands-on
The pain

Decks, materials and assessment design eat the semester; research gets the leftovers.

What we'd ship
  • Teaching modernization: course decks rebuilt, gap-checked against the curriculum
  • Small research one-offs — lit matrix, scale, dataset analysis
What you get

Semester materials updated in days, plus research one-offs from US$2,600 (≈ HK$20,000) that TDG can carry.

Cost anchor

TDG-style funding exists precisely for this class of work — a claimable line, not a personal cost.

Best next step: quote the deck project; mention the research one-offs.

Illustrative — figures traceable to demos or price list.

Not sure which one you are?

Most academics are two at once — the right entry depends on what's on your desk this quarter.

Best next step: email with a paper or deadline.

At a glance

One row per scenario: the best first move and what it costs. Prices are fixed per deliverable; the trial is free if not useful.

ScenarioBest first movePricing (from)Best fit
The Signal-Processing ProfessorScoping call → deliverablefrom US$2,600 (≈ HK$20,000)EEG / speech / eye-tracking labs
The Pipeline-BuilderTrial on published data → pipeline + handoverfrom US$1,000 (≈ HK$8,000) trialGRF PIs with students who can't do stats
The Solo ProfessorTrial → small deliverablefrom US$2,600 (≈ HK$20,000)No team; FDS / TDG budgets
The Grant SprintLit matrix → proposal packagefrom US$1,000 (≈ HK$8,000)Deadline-driven proposals
The Lab DirectorPipeline build + 6M retainerfrom US$1,300/mo (≈ HK$10,000/mo)Labs with RA turnover
The Qualitative ResearcherTrial on transcriptsfrom US$1,000 (≈ HK$8,000)Interview / transcript-heavy work
The Admin-DrownedFree 2-week pilot → setup + retainerfrom US$640/mo (≈ HK$5,000/mo)Admin-heavy weeks
The Teaching-Plus ProfessorDeck project + research one-offsfrom US$2,600 (≈ HK$20,000)Teaching + research mix

The real proof: your own published numbers, reproduced

The scenarios above are blueprints. Below: published studies re-run from public data, checked against the paper's statistics.

Method familyWorked exampleResult
Factorial ANOVAMetadiscourse corpus study (PLOS ONE)9/9 F-values exact to 2 dp
CFA + measurement invarianceQuality-of-life scale study (Sci Rep 2023)13/15 exact + 2 pattern
Mediation / moderationEmoji leadership study (PLOS ONE)5/5 PROCESS estimates exact
+ 15 more checksGLMM 12/12 fixed effects · network science (exact LR) · ML classifiers 88–90% AUC · latent growth 20/24 · eye-tracking LMMs · VLM…per-paper comparison tables

Nineteen checks — each with a comparison table you can check in 15–30 minutes. Evidence Library →

Every scenario above ends in the same first step: one trial deliverable on YOUR topic — from US$1,000 (≈ HK$8,000), free if not useful. You keep everything: the data, the analysis, the scripts, documented so your team can run them. A 15–30 minute walkthrough call for scholarly and technical discussion of methods, fit, and limitations ·