Cross-border market entry · operating layer
TempuraOSBecome the answer every market needs.
Ecommerce and consumer brands use TempuraOS to research markets, open cases, and ship with an audit trail — grounded in your playbook, not the open internet.
Case studies
Brands and operators shipping with TempuraOS
Buyer question
Which market should we enter next for a JP probiotic SKU — and what registration path blocks us?
Active cases
Taiwan · probiotic drink
Singapore · softgel
Hong Kong · powder stick
Connect through MCP
Your team already asks where to launch next.
TempuraOS shows which markets fit, what registration work is required, and which SKUs are blocked — so every launch becomes a tracked case instead of a chat thread.
markets seeded in the demo corridor
case per SKU with a full audit trail
answers pulled from the open internet by default
Which market should we enter next for a JP probiotic SKU — and what registration path blocks us?
01Operating layer
Your store, inbox, and research finally share one desk.
Plug in Shopify and ads to see what the storefront is doing. Bring Drive and playbooks into the advisor. Run Adam across Gmail, Slack, and social DMs. Then Tempura Agent — and MCP clients like Claude — research markets, open cases, and draft the next move.
TempuraOS
Research · Plan · Operate
From invisible market risk to an inevitable launch plan.
Connect your brands, see every prompt that matters, draft the work with agents, and measure what actually ships.
- Wakamoto digestive health3 brands linked
- SEA supplement playbook1,240 chunks indexed
- API token scopeOrganization boundary enforced
Connect your brands, see every prompt that matters, draft the work with agents, and measure what actually ships.
The platform
Four layers. Every launch step covered.
Not a feature dump — each layer has a job. Research finds the truth, Plan models the bet, Operate runs the SKU, Workspace keeps the team and agents aligned.
01 · Research
ResearchKnow the corridor before you commit capital.
TempuraOS turns scattered market questions into evidence: briefs you can promote, creators you can brief, reviews you can quote, and distributors you can shortlist — all before a single case opens.
- One Research Agent that chains briefs, reviews, and follow-ups in a single thread
- Market briefs promote into intake cases with brand + market pre-filled
- KOL, reviews, and distributors ranked by real product fit — not vanity metrics
Conversational workspace
Research Agent
Speak or type a request. Agents gather market briefs and consumer reviews, then you keep asking follow-ups on the same thread — research that compounds instead of resetting.
- Voice or text intake
- Agents gather briefs + reviews
- Follow-ups stay on the results
- You askedWhich SEA market should we enter next for our probiotic drink SKU?
- AgentPulling Taiwan, Singapore, and Malaysia market briefs…
- Agent3 briefs ready, with matching consumer review packs attached
- You askedCompare TFDA vs HSA registration blockers side by side
02 · Plan
PlanModel the bet. Ground every answer.
Before you open a case, pressure-test the economics and bind the team to a private playbook. Numbers are computed deterministically; advice is retrieved from your corpus — not the open internet.
- Financial models with AI assumptions + deterministic math + Verify Agent
- Advisor split view: raw model knowledge vs playbook-grounded answers
- Knowledge stores RAG playbooks and Skills agents can actually follow
P&L · cash · ROAS
Financial models
Country-expansion models where AI proposes assumptions, a deterministic engine computes every number, and a Verify Agent audits regulatory, channel, and working-capital risk before you take it to a brand owner.
- AI proposes · engine computes
- Verify Agent risk audit
- Owner-ready outputs
- Projected GMVNT$186M
- Contribution margin18.4% after trade spend
- Cash troughMonth 4 · −NT$22M working capital
- Verify Agent2 open risks for owner review
03 · Operate
OperateEvery SKU is a case — not a chat thread.
This is the backbone. Cases move through a guarded state machine with checklists and an append-only audit log. Reports measure what landed. Proposals turn the same evidence into distributor-ready PDFs.
- State machine: intake → reviewing → registered → live
- Rejected transitions are logged too — full auditability
- Reports compute numbers; AI only writes the narrative
State machine
Cases
One card per SKU in flight. Status, history, jurisdiction checklists, and guarded transitions. Required checklist items must clear before the machine lets you go live.
- Guarded transitions
- Jurisdiction checklists
- Append-only audit log
- CASE-0142 · Wakamoto probiotic drinkReviewing · Taiwan TFDA checklist
- CASE-0138 · Wakamoto softgelRegistered · Singapore HSA
- CASE-0129 · Wakamoto powder stickLive · Hong Kong
- CASE-0151 · Wakamoto chewableBlocked · Malaysia checklist 3 of 7
04 · Workspace
WorkspaceTenancy that holds. An operator that drafts.
Org › Brand › Case is the hard boundary. Adam sits on top as the AI operator for communications, documents, and approvals — drafting work your team still controls.
- Token-scoped tenancy: tenants see their org, staff see across
- Adam drafts replies, documents, and approval packs
- Nothing ships without human approval by default
AI operator
Adam
Cross-border market-entry communications, documents, and approvals. Adam drafts in your brand voice; humans review. Faster loops are opt-in — control stays with the team.
- Inbox + draft replies
- Documents & approvals
- Human-in-the-loop default
- Reply to Harbor Trading (Hong Kong importer)Draft ready for your review
- TFDA checklist pack — Wakamoto TaiwanWith regulatory for sign-off
- Singapore label proof approvalWaiting on your decision
From brief to live
Turn a quiet corridor into a measurable launch system.
TempuraOS helps teams stop losing context between Slack, Sheets, and counsel emails — by tracking the category, shipping the work, and letting the audit trail compound.
states in the case machine
append-only audit events
promote brief → intake
What operators ask us.
It is the ops backbone for cross-border market entry across Research (agent, briefs, KOL, reviews, distributors), Plan (financial models, advisor, knowledge), Operate (cases, reports, proposals), and Workspace (Adam, org & brands) — exposed via UI, REST, and MCP.
Chatbots produce transcripts. SEO tools measure webpages. TempuraOS measures market-entry work as cases — with guarded transitions, jurisdiction checklists, and citations scoped to your corpus.
Not by default. Agents can draft briefs, proposals, and replies, but humans review and approve. Automations are opt-in — the brand never loses control.
Seed content covers a JP → TW / HK / SG / MY (and related SEA) health-supplement corridor. Replace with counsel-vetted playbooks before production use.
Click Start free trial and continue with Google to open an isolated workspace, or Contact us if you want a working session first. After signup you land in TempuraOS — staff see across tenants; tenants see only their own.