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Corbis workflows are for tasks that need a repeatable process, not just a good answer.
In a normal chat, you decide the structure as you go. In a workflow, Corbis guides you through a defined sequence so the work is easier to review, resume, and hand off.
Corbis currently offers five structured workflows, matching the in-app catalog: Referee Report, Technical Audit, IC Memo, Market Outlook, and LOI Builder.
Use a workflow when:
Use normal chat when you are still exploring, brainstorming, or pressure-testing a question from multiple angles.
Use Referee Report when you need a structured evaluation of an academic manuscript or paper.
It is best for:
You can start from a PDF or manuscript upload, then move through guided analysis steps. Referee Report is built for longer jobs: after you submit a step, work may continue in the background while Corbis processes the review. You can leave the page and come back; the app checks status and picks up progress when the job is ready, so you are not tied to keeping one tab open for the full run.
The full run has nine stages in order: upload (manuscript), intake, novelty, mechanism, methodology, data, results, triage, and report—the same sequence as the in-app stepper.
Read the dedicated guide: Referee Report Workflow.
Use Technical Audit when you need a pre-submission technical check focused on internal correctness, not citation hunting or novelty scoring.
It is best for:
You submit the manuscript (and optional LaTeX source); the job runs in the background like Referee Report. You can leave and return while Corbis polls for status and the finished audit report.
Read the dedicated guide: Technical Audit Workflow.
Use IC Memo when you need to turn an investment opportunity into a structured memorandum.
It is best for:
The path in the product is intake → plan → academic retrieval → web retrieval → synthesis → counterevidence → draft memo (seven guided steps).
Use Market Outlook when you need a thesis-driven view of a market, theme, or sector.
It is best for:
Evidence can include academic sources and optional web search (you can toggle web in intake). The sequence is intake → theme → evidence → scenario → draft → counterevidence → report (seven steps).
Use LOI Builder when you need a professional letter of intent for a commercial real estate transaction.
It is best for:
The flow covers deal intake → research → deal structure → drafting → quality checks → redline-style review → final report/export (seven steps), aligned with structured CRE LOI practice.
Workflow billing is not credit-metered. Chat credits still apply to normal chat, MCP tools, and other non-workflow model use; workflows use a monthly run allowance on your plan.
Org pooled credits apply to chat-style usage, not to workflow run quotas.
/workflows (bookmark or type the path in the browser) and choose a card, orThen start a new run or open a saved one from the workflow page.
Each workflow asks for different inputs, but the general pattern is the same:
Workflow runs are saved as you go, so you can leave and return later without rebuilding the context from scratch. For Referee Report and Technical Audit, background processing means you may see status updates when you return rather than an instant result on heavy steps.
Choose Referee Report if the central object is a paper or manuscript and you want a full referee-style evaluation.
Choose Technical Audit if the central object is a near-final manuscript and you want math, stats, and internal-consistency checks before submission.
Choose IC Memo if the central object is an investment decision.
Choose Market Outlook if the central object is a market, region, or thesis.
Choose LOI Builder if the central object is a transaction document.
If you are not sure yet, start in chat and move to a workflow once the problem is clearly shaped.
Corbis workflows are for tasks that need a repeatable process, not just a good answer.
In a normal chat, you decide the structure as you go. In a workflow, Corbis guides you through a defined sequence so the work is easier to review, resume, and hand off.
Corbis currently offers five structured workflows, matching the in-app catalog: Referee Report, Technical Audit, IC Memo, Market Outlook, and LOI Builder.
Use a workflow when:
Use normal chat when you are still exploring, brainstorming, or pressure-testing a question from multiple angles.
Use Referee Report when you need a structured evaluation of an academic manuscript or paper.
It is best for:
You can start from a PDF or manuscript upload, then move through guided analysis steps. Referee Report is built for longer jobs: after you submit a step, work may continue in the background while Corbis processes the review. You can leave the page and come back; the app checks status and picks up progress when the job is ready, so you are not tied to keeping one tab open for the full run.
The full run has nine stages in order: upload (manuscript), intake, novelty, mechanism, methodology, data, results, triage, and report—the same sequence as the in-app stepper.
Read the dedicated guide: Referee Report Workflow.
Use Technical Audit when you need a pre-submission technical check focused on internal correctness, not citation hunting or novelty scoring.
It is best for:
You submit the manuscript (and optional LaTeX source); the job runs in the background like Referee Report. You can leave and return while Corbis polls for status and the finished audit report.
Read the dedicated guide: Technical Audit Workflow.
Use IC Memo when you need to turn an investment opportunity into a structured memorandum.
It is best for:
The path in the product is intake → plan → academic retrieval → web retrieval → synthesis → counterevidence → draft memo (seven guided steps).
Use Market Outlook when you need a thesis-driven view of a market, theme, or sector.
It is best for:
Evidence can include academic sources and optional web search (you can toggle web in intake). The sequence is intake → theme → evidence → scenario → draft → counterevidence → report (seven steps).
Use LOI Builder when you need a professional letter of intent for a commercial real estate transaction.
It is best for:
The flow covers deal intake → research → deal structure → drafting → quality checks → redline-style review → final report/export (seven steps), aligned with structured CRE LOI practice.
Workflow billing is not credit-metered. Chat credits still apply to normal chat, MCP tools, and other non-workflow model use; workflows use a monthly run allowance on your plan.
Org pooled credits apply to chat-style usage, not to workflow run quotas.
/workflows (bookmark or type the path in the browser) and choose a card, orThen start a new run or open a saved one from the workflow page.
Each workflow asks for different inputs, but the general pattern is the same:
Workflow runs are saved as you go, so you can leave and return later without rebuilding the context from scratch. For Referee Report and Technical Audit, background processing means you may see status updates when you return rather than an instant result on heavy steps.
Choose Referee Report if the central object is a paper or manuscript and you want a full referee-style evaluation.
Choose Technical Audit if the central object is a near-final manuscript and you want math, stats, and internal-consistency checks before submission.
Choose IC Memo if the central object is an investment decision.
Choose Market Outlook if the central object is a market, region, or thesis.
Choose LOI Builder if the central object is a transaction document.
If you are not sure yet, start in chat and move to a workflow once the problem is clearly shaped.