Documentation coverage¶
This page is the manual's feature inventory — the swagger-style contract of what the platform offers vs. what this manual documents. When a new feature ships, add a row here first (status ❌), then write its section and flip the status. Anything not ✅ is work pending.
Legend: ✅ documented with screens · 🟡 concept documented, screens/steps pending · ❌ not documented yet · ⛔ blocked by a product bug
Core flow¶
| Feature | Status | Where |
|---|---|---|
| Login & accounts | ✅ | Getting started |
| Interface & languages | ✅ | Getting started |
| Project types (Single / Split / Complete-the-Incomplete / Boost) | 🟡 | How a project works |
| File structure & optimization tips | ✅ | How a project works |
| Questionnaire structure preflight & confirmation screen | 🟡 | Preparing your data file — guide is documented, the in-app confirmation screen is not shipped yet |
| Simple project creation | ✅ | Creating a project |
| Folders | ✅ | Creating a project |
| Advanced mode (train + predict) | ✅ | Advanced mode |
| Project statuses & progress | ✅ | Monitoring & results |
| Project detail / per-question models | ✅ | Monitoring & results |
| Tune model dialog | ⛔ | Blocked: the button throws in production (#10) |
| Vectorization (badge + automatic grouping) | ✅ | Monitoring & results |
| Model mode at creation (Classic ensemble / KNN calibrated) | 🟡 | Creating a project |
| Automatic mode (best of five versions) | 🟡 | Creating a project — no screenshot yet |
| New tuning models (KNN Calibrated, Extra Trees Calibrated) | 🟡 | Prediction engine |
| Project error codes (NI-xxx sentence + reference) | ✅ | Waiting, queues and errors |
| Queue position & reason for the wait | 🟡 | Waiting, queues and errors |
| "Starting a machine" notices and live ETA | 🟡 | Waiting, queues and errors |
Pre-processing¶
| Feature | Status | Where |
|---|---|---|
| Clean & Reshape — row deletion | ✅ | Pre-processing |
| Clean & Reshape — questionnaire definition (Complete/Incomplete) | ✅ | Pre-processing |
| Clean & Reshape — column deletion | ✅ | Pre-processing |
| Clean & Reshape — Auto Clean | ✅ | Pre-processing |
| Numeric Preprocessor | ✅ | Pre-processing |
| Open Text Normalizer — Brands / Concept / Sentiment Suite | ✅ | Pre-processing |
| Table Processor — deleting individual questionnaire columns | 🟡 | Pre-processing |
| Creative Insights | ❌ | (deliberately deferred) |
Boost & quotas¶
| Feature | Status | Where |
|---|---|---|
| Swift mode | ✅ | Boost modes |
| Boost segmentation | ✅ | Boost modes |
| Balance options | ✅ | Boost modes |
| SmartQuotas | ✅ | Boost modes |
| Express mode (census imputation, country presets) | ✅ | Boost modes |
| Express — census matching, anchor, fixed values | ✅ | Boost modes |
| Express — value matching review & AI suggestions | ✅ | Boost modes |
| Express — matching presets | ✅ | Boost modes |
| Quota Manager — manual targets | ✅ | Quota Manager |
| Quota Manager — population benchmarks | 🟡 | Quota Manager |
| Quota Manager — AI quota-sheet mapping | 🟡 | Quota Manager |
| Quota Manager — interlocked quotas & relaxation priorities | 🟡 | Quota Manager |
| Quota fulfillment report | ✅ | Quota Manager |
| Express quota mode (target quotas, factor derived by the server) | 🟡 | Boost modes |
| Express — total cases to deliver & percentage entry | 🟡 | Boost modes |
| Express — targets per dimension (marginals raked into the grid) | 🟡 | Boost modes |
| Express — relax priority per dimension | 🟡 | Boost modes |
| Express — quota options (guarantee the count / keep every real respondent) | 🟡 | Boost modes |
Output & quality¶
| Feature | Status | Where |
|---|---|---|
| Smart Match & auto-recommendation | ✅ | Prediction engine |
| Automatic model selection | ✅ | Prediction engine |
| Charts / quality dashboard | ✅ | Monitoring & results |
| Download options (all) | ✅ | Monitoring & results |
| Download contents (Type flag, Performance Report, Target File sheets) | ✅ | Downloads |
| Current Predict | ⛔ | Errors on finished projects (documented as a caveat) |
| Post-processing — logical consistency repair | ✅ | Post-processing |
| Post-processing — statistical refinement + advanced params | ✅ | Post-processing |
| Post-processing — remove duplicates + threshold preview | ✅ | Post-processing |
| Post-processing — two-pane dialog (redesign, now live) | 🟡 | Post-processing — screens need recapture (#15) |
| Post-processing — Excel / SPSS download format | 🟡 | Post-processing |
| Post-processing inside the Quota Manager review step | 🟡 | Quota Manager |
| Post-processing opened from the project list | 🟡 | Post-processing |
| Export queue — "Preparing your download", one at a time per user | 🟡 | Waiting, queues and errors |
| Compare executions (generation / data preparation / comparison copies) | 🟡 | Monitoring & results |
| Quality and performance report — new indicators (fidelity, crosstab, coherence, novelty) | 🟡 | Quality report |
| Quality certificate panel (viability badge, scores, delivery checks, notes) | 🟡 | Quality certificate — no screenshots yet |
| Quality certificate — collapsed by default, "Compute quality certificate" for older projects | 🟡 | Quality certificate — not in production yet, recapture after deploy (#17) |
| Quality certificate — overall verdict, Real base badge, how scores are measured | 🟡 | Quality certificate — not in production yet, recapture after deploy (#17) |
| Post-processing — logical repair for rankings and brand funnels | 🟡 | Post-processing |
| Compare projects | ✅ | Monitoring & results |
Collaboration & integration¶
| Feature | Status | Where |
|---|---|---|
| Folders & sharing (assigned users) | ✅ | Collaboration |
| Organization members & roles | ✅ | Collaboration |
| API settings (callback, key) | ✅ | API access |
| API reference (endpoints, auth, lifecycle) | ✅ | API access |
Known staleness¶
| What | Status |
|---|---|
| Screenshots vs. the current visual style | ⚠️ All captures predate the re-skin now live on app.ninfinite.studio (new logo, pill buttons, brand-tinted background, borderless sidebar). |