LLM orchestrationEvaluation & safety
Prompt operations for delivery teams
Version prompts, run structured evaluations, and ship changes without destabilizing production assistants.
Faculty lead · Tokyo · 6h weekly · 6 weeks
¥148,000
Details →Generative AI tools for professionals
238
documented studio deliveries across APAC teams since we opened the Minato lab.
Synap Nodehub runs tight cohorts for people who ship assistants, not slide decks. Programs mix ink-room briefings, lab instructors at the bench, and evaluation cards your reviewers can reuse Monday morning.
View full program
Internal feedback: 4.8/5 clarity of expectations (last eight
intakes).
16
open tracks this season
612
annotation hours logged last quarter
11h
median faculty reply window
9
lab notebooks refreshed this half
22
partner cohorts co-hosted
Quiet updates, loud clarity
We send one letter per month—release notes for rubrics, new lab hazards, and office hour swaps. No funnels, no countdowns, just the schedule diff.
Program catalog
Tracks with filters that match reality
Filter by tool stack, weekly load, mentor type, and campus footprint. Every card links to the full module map.
Vector retrievalLLM orchestration
Retrieval design studio
Chunking strategies, hybrid search, and rerankers tuned for internal knowledge bases and compliance-heavy sectors.
Lab instructor · Remote-first · 8h weekly · 7 weeks
¥162,000
Details →
Image synthesis
Image pipelines for brand teams
Control nets, style anchors, and asset libraries that keep marketing collateral aligned with trademark guidance.
Industry advisor · Osaka satellite · 4h weekly · 5 weeks
¥118,000
Details →
Audio & voice
Voice and dubbing lab
Prosody control, diarization, and subtitle alignment for multilingual announcements and training media.
Faculty lead · Tokyo · 6h weekly · 5 weeks
¥132,000
Details →
Agent frameworksEvaluation & safety
Agent safety sprints
Tool-use policies, sandboxed actions, and escalation paths for semi-autonomous internal copilots.
Faculty lead · Remote-first · 10h+ weekly · 4 weeks
¥178,000
Details →
LLM orchestrationEvaluation & safety
Fine-tune without drift
Selective updates, data cards, and rollback plans so domain adapters stay faithful to policy text.
Lab instructor · Tokyo · 8h weekly · 6 weeks
¥188,000
Details →
Image synthesisEvaluation & safety
Synthetic data ethics lab
Generate training slices with lineage tags, bias sweeps, and disclosure templates for procurement reviews.
Industry advisor · Remote-first · 6h weekly · 5 weeks
¥136,000
Details →
Vector retrievalImage synthesis
Multimodal RAG clinic
Blend slides, schematics, and spoken notes into a single retrieval graph for field engineers.
Lab instructor · Osaka satellite · 8h weekly · 6 weeks
¥154,000
Details →
LLM orchestration
Cost telemetry studio
Token accounting, batch windows, and cache policies that keep generative features inside finance guardrails.
Industry advisor · Tokyo · 4h weekly · 4 weeks
¥98,000
Details →
LLM orchestrationEvaluation & safety
Localization for LLMs
JP-first tone controls, honorifics handling, and glossary locks for customer-facing assistants.
Faculty lead · Remote-first · 6h weekly · 5 weeks
¥128,000
Details →
Agent frameworksLLM orchestration
Edge deployment lab
Quantization paths, on-device guardrails, and sync strategies for warehouse copilots with flaky uplinks.
Lab instructor · Osaka satellite · 10h+ weekly · 7 weeks
¥196,000
Details →
Evaluation & safety
Human-in-the-loop review design
Queue ergonomics, SLA math, and reviewer coaching so model-assisted drafts stay accountable.
Industry advisor · Tokyo · 4h weekly · 4 weeks
¥104,000
Details →
Image synthesisAgent frameworks
Creative code bridge
Link shader experiments, typography tools, and API sandboxes for design technologists shipping demos fast.
Faculty lead · Remote-first · 8h weekly · 6 weeks
¥142,000
Details →
LLM orchestrationVector retrieval
Observability for model endpoints
Trace spans, drift monitors, and annotation exports that plug into existing SRE dashboards.
Lab instructor · Tokyo · 6h weekly · 5 weeks
¥138,000
Details →
LLM orchestrationEvaluation & safety
Policy document automation
Clause extraction, diff summaries, and reviewer packets for legal ops teams adopting generative drafting aids.
Industry advisor · Remote-first · 6h weekly · 5 weeks
¥134,000
Details →
Agent frameworksAudio & voice
Customer support copilot build
Macro libraries, empathy rubrics, and escalation ladders for bilingual support floors.
Faculty lead · Osaka satellite · 8h weekly · 6 weeks
¥150,000
Details →Choose your depth, not your buzzwords
| Lens | Studio cohort seat | Fleet track bundle | Advisory residency |
|---|---|---|---|
| Faculty airtime | Weekly live critiques | Shared office hours + synthesis session | Half-time advisor for four weeks |
| Artifacts | Lab notebooks + evaluation cards | Cross-team queue templates | Risk register + executive readout |
| Best when | Individual practitioners leveling up | Squads shipping one shared assistant | Regulated launches needing witness trails |
Recommended for most enterprise pods: Fleet track bundle — shared language beats solo heroics.
Featured testimony
“The Retrieval design studio forced us to draw the schematic graph before touching embeddings. We still run the week-four reranker lab when onboarding new analysts.”
Mariko Ito, Principal systems engineer, Northline Motion
Shorter notes
“Voice and dubbing lab clarified when to decline synthetic lines. Legal finally stopped side-channeling requests through engineering chat.”
Client in broadcast media
“Short, blunt, useful.”
Leo · Fukuoka
Sequence we repeat each cohort
Ink, bench, ledger
Alternating rhythm so weeks do not collapse into passive webinars.
Monday ink
briefing + constraints
Facilitators read risks aloud; participants pin one workplace constraint to the wall—budget, brand, reviewer headcount.
Lab instructors stay at the bench. You drive notebooks while they watch telemetry and interrupt kindly when guardrails slip.
Midweek bench
hands-on, paired
Friday ledger
documentation, not demos
You export diffs, rubric versions, and refusal logs into folders your compliance team can find without Slack archaeology.
Partners & hosts
Harborgrid
Northline
Tsuru
Kitefold
Glassnote
Minato Guild
Field journal highlights
2026-03-12 · Hana Moriyama
Evaluation cards that internal assistants actually use
How we compress rubrics into single-page cards so reviewers ship consistent verdicts under time pressure.
2026-02-26 · Jonas Mehta
Vector graphs that respect schematic hierarchy
Layer tags, anchor boxes, and reranker hints for engineering diagrams that never behaved like prose.
Desk notes
Do you teach vendor-specific APIs only?
No. Labs rotate across representative stacks, but rubrics emphasize transferable patterns—evaluation harnesses, retrieval graphs, and governance artifacts you can re-map to new vendors.
What time investment should teams expect?
Weekly commitments range from four to ten-plus hours depending on the track. We publish honest ranges up front because half-attended labs create safety debt, not speed.
How are refunds handled for digital materials?
Consumer protections for eligible purchases are summarized on the refund policy page, including the fourteen-day window where applicable and items that cannot be refunded once downloaded.
Request the syllabus pack
Next intake briefings begin 12 May 2026. We cap each studio at twenty participants so instructors can read every evaluation card.