These pages are not product claims. They are evaluation guides. Each prototype should be tested against normal, ambiguous, and failure cases before anyone treats it as evidence of production readiness.
What You Will Be Able to Do
- Distinguish a plausible demonstration from workflow evidence.
- Test grounding, extraction, routing, uncertainty, and reviewer control.
- Record failures and production gaps instead of hiding them.
- Translate a promising prototype into a governed pilot decision.
Guided Sequence
Knowledge and content prototypes
- Document Auto-Summary Playground — A prototype evidence report comparing summaries with source facts, omissions, reviewer effort, and production gaps.
- HR Chatbot Demo — A prototype evidence report covering policy grounding, permissions, citations, abstention, escalation, and gaps.
- Customer Support Copilot Demo — A prototype evidence report covering grounding, recommendation quality, reviewer control, failures, and production gaps.
Structured workflow and decision support
- Invoice / Document Extraction Demo — A prototype evidence report covering field accuracy, source evidence, exceptions, review load, and production gaps.
- Internal Workflow Triage / Review Queue Demo — A prototype-readiness assessment covering representative inputs, routing accuracy, review load, failure cases, and production gaps.
- ETH Support/Resistance Zone Detector — A decision-support evidence report covering reproducibility, backtesting limits, uncertainty, and prohibited claims.
Capstone
- How to Turn a Demo into a Client Solution — An exportable governed-pilot brief with scope, evidence, controls, ownership, economics, and a gate decision.
Lesson Library
| Lesson | Level | Time | Learner output |
|---|---|---|---|
| Document Auto-Summary Playground | Intermediate | 15 min | A prototype evidence report comparing summaries with source facts, omissions, reviewer effort, and production gaps. |
| Customer Support Copilot Demo | Intermediate | 12 min | A prototype evidence report covering grounding, recommendation quality, reviewer control, failures, and production gaps. |
| Invoice / Document Extraction Demo | Intermediate | 12 min | A prototype evidence report covering field accuracy, source evidence, exceptions, review load, and production gaps. |
| Internal Workflow Triage / Review Queue Demo | Intermediate | 12 min | A prototype-readiness assessment covering representative inputs, routing accuracy, review load, failure cases, and production gaps. |
| HR Chatbot Demo | Intermediate | 15 min | A prototype evidence report covering policy grounding, permissions, citations, abstention, escalation, and gaps. |
| ETH Support/Resistance Zone Detector | Advanced | 17 min | A decision-support evidence report covering reproducibility, backtesting limits, uncertainty, and prohibited claims. |
| How to Turn a Demo into a Client Solution | Advanced | 20 min | An exportable governed-pilot brief with scope, evidence, controls, ownership, economics, and a gate decision. |
Completion Standard
A lesson is complete when the stated learner output has been produced, reviewed against representative evidence, and assigned an owner or next decision. Reading the page without producing the artifact is orientation, not completion.
Practice Case
Use the Harborline Services running case when you do not have safely redacted examples from your own organization.
Where to Go Next
- Return to the Academy home
- Browse the Academy Practice Cases