Pipeline UX Investigation

Method: ten parallel sub-agents, one per funnel stage, each scored real PNG frames against that stage's Expected-Behavior Oracle rows and returned "current → suggested" fixes with an effort and impact rating. The structural board/mobile problems (the JX cluster) and the missing at-a-glance status signals dominate the high-impact list.

Top 10 High-Impact Improvements best impact-per-effort

Ranked across all 73 findings. Five of the top ten are structural board/mobile fixes; the rest are missing status signals that the EBO already expects on the card.

#	ID	Stage	Improvement	Eff	Imp
1	JX-2	JX-CrossCutting	Collapse the board to a single-column list view below ~600px (driven by the existing STAGE pill) — full 430px cards are wider than a 390px phone; buttons overflow offscreen.	M	H
2	JX-1	JX-CrossCutting	Add a fixed stage tab/pill strip that scrolls a column into view — 11 columns × 430px = ~4,730px with no landmarks to jump to.	M	H
3	JX-6	JX-CrossCutting	Surface optimistic-UI write failures with a red inline banner + Retry + red left-border — a failed Notion write reverts silently today (the most trust-destroying CRM pattern).	M	H
4	JX-4	JX-CrossCutting	Collapse empty/terminal columns (Ghosted, Ongoing build/marketing = 0) to 48px tombstone strips; they eat ~30% of viewport width and push active columns offscreen.	M	H
5	J4-3	J4-Booked/Prep	Recolor the booked card border blue-dashed, not red — a red border on an upcoming appointment fires a false "you're overdue" alarm (red is the overdue/no-pay color everywhere else).	L	H
6	J0-7	J0-Ingestion	Show relative time first ("3 napja", "2 órája") with absolute on hover — speed-of-response is the #1 cold-outreach conversion driver; reps shouldn't mentally diff dates.	L	H
7	J5-1	J5-SalesCall	Add the "call done +duration" tag and the transcript-status pill (loading/missing/done) the EBO requires — today the card gives zero signal a call happened or where the transcript is.	M	H
8	J1-4	J1-New Lead	Add a recency left-edge color bar + "NEW" chip (<2h green / 2–24h amber) — pure CSS off a server timestamp; lets a rep spot the freshest inbound instantly.	L	H
9	J7-1	J7-SignFUP	Render the three required Sign-FUP tags (offer-validity, reminder-index "3/5", next-call-date) as pills under the name — all three are absent today, the core triage data for chasing a signature.	M	H
10	J3-7	J3-Booking+Cancel	On the cancel-success page (mobile), make phone/email 44px tel:/mailto: pill buttons — the recovery surface for a disappointed prospect; tap targets are ~18px today.	L	H

J0 · Ingestion & classification 8 findings

What a rep sees on the board right after a new lead is ingested and classified.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J0-1	J0-Ingestion	Card shows "Nincs cégnév / weboldal / megye" grey fallback as the first line under the name	Looks like a loading/error state, not a deliberate "enrichment pending"; rep can't tell if enrichment is running, failed, or genuinely empty	Transient "Enriching…" tag (spinner, ~30s timeout) that converts into real data or a soft "No company found" micro-label	M	H
J0-2	J0-Ingestion	Classification (positive/negative/borderline) is invisible — only the column implies it	A mis-classification (J0.2 false-negative) goes unnoticed until the rep reads the message; no early catch	Small classification badge with colour-dot (green/amber/grey) + tap-to-see raw output + one-click Override	M	H
J0-3	J0-Ingestion	Last-message block shows an envelope icon regardless of touchpoint type	J0.5 requires Email vs Note distinguishable; a pasted Note looks identical to a real inbound Email; rep replies the wrong way	Distinct icon+colour per type: envelope+"Email" (blue), pencil+"Megjegyzés" (grey)	L	M
J0-4	J0-Ingestion	No "new/unseen" indicator separating never-opened cards from reviewed ones	Leads age invisibly; no unread-email-style signal of what's new since last session	Green 3px left-border / unread dot that clears on open; optional "Új" column count	M	H
J0-5	J0-Ingestion	"ZZ" sentinel/test card names render identically to real leads	A rep can act on a test card by mistake or be confused by the ZZ prefix	Muted grey wash + strikethrough name + "TEST" chip for ZZ-prefixed cards	L	M
J0-6	J0-Ingestion	Enrichment writes to Notion silently with no "just populated" moment on the card	Rep only learns of enrichment by refreshing or opening Details	Pulse-animate newly populated fields for 2s (amber→transparent) on the next poll	M	M
J0-7	J0-Ingestion	"Their last message" timestamp is raw absolute ("JÚN. 22. 09:48")	Rep must mentally compute lead age; speed-of-response is the #1 conversion driver	Relative time first ("3 napja") with absolute on hover; pure front-end diff	L	H
J0-8	J0-Ingestion	Hungarian name-parse (J0.4) runs invisibly with no fail-open signal	A bad Flash swap ("Péter Takács") propagates into every greeting/proposal/contract silently	Hover-only tooltip showing the parsed vezetéknév/keresztnév split + "Javítás" inline editor (only if a parse was stored)	M	H

J1 · New Lead 7 findings

The new-lead card and the New Lead column (15 cards in the fixture).

ID	Stage	Current	Friction	Suggested	Eff	Imp
J1-1	J1-New Lead	Missing-company placeholder uses the same weight/colour as real data	Eye can't pattern-match "has company / missing" across 15 cards in a millisecond	Italic muted empty-state chip ("— ismeretlen cég —"), clearly distinct from real text	L	M
J1-2	J1-New Lead	Email shown raw on the card face; no click-to-copy affordance; phone not shown on face	A rep dialling 4+h/day needs one-tap copy; must open Details to find the number (3–5 extra clicks)	Phone pill with a copy icon + "Vágólapra másolva" toast on hover; muted "nincs telefonszám" badge if absent	M	H
J1-3	J1-New Lead	Name, meta, and message snippet all compete at equal text weight	Flat hierarchy — eye isn't guided name→intent→action; raw HTML could leak into the snippet	Name 16px semibold, company 13px muted, snippet 13px with 2-line clamp on a light tint; date de-emphasized to 11px	M	H
J1-4	J1-New Lead	No "pinned/just-arrived" indicator; a 5-min-old card looks like a 3-day-old one	Rep can't spot freshest inbound (J1.2) or a resurfaced mid-sequence replier (J1.4); ~10s scanning 15 cards	Left-edge recency bar (green <2h / amber 2–24h) + "NEW" chip for <2h; CSS off a server timestamp	L	H
J1-5	J1-New Lead	"Details"/"Full history" are text-only ghost buttons that look disabled	Newcomers skip them; the two-row action layout wastes ~40px of card height	Merge into a slim icon-bar (ⓘ Details · 🕐 History) with hover lift; keep the primary CTA row	M	M
J1-6	J1-New Lead	"MOVE TO" dropdown sits above the name, competing for top-of-card dominance	A rarely-used utility occupies premium real estate, reversing "who → what" hierarchy	Move "Move to" into a ··· overflow / footer icon; let the name sit alone at top	M	M
J1-7	J1-New Lead	Column has 15 cards but no count badge and no overflow/scroll affordance	Overflow is invisible — false sense of completeness; high-urgency replies hide below the fold	Sticky column count badge ("15 új lead") + faint scroll-shadow at column bottom on overflow	L	H

J2 · Contacted / follow-up sequence 7 findings

The Contacted column, the dim/hover-reveal model, and the per-column sort toggle.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J2-1	J2-Contacted	Dimmed on-sequence card rendered at ~40% opacity, greyed text + dashed blue border	Sequence-status line and last-message preview barely legible; squinting fatigue over a 4h day	Raise dimmed opacity to ~75% (border already signals on-sequence); or dim only the background, never the text	M	H
J2-2	J2-Contacted	"Auto: No-show rebook · 1/6 · next: 2026-06-23 06:12" fused into one grey string	Three distinct decision signals (template / step / next-fire) undifferentiated; no at-a-glance triage	Three micro-badges: [No-show rebook] · [1/6] · [next: jún 23 06:12] (orange if overdue, green if upcoming)	M	H
J2-3	J2-Contacted	Action buttons appear at rest on dimmed cards — hover-reveal (J2.6) ambiguous	No learned signal that hovering reveals more; interaction model unclear either way	"Hover to act" ghost chevron at rest; on hover fade dim to 90% + slide up actions (120ms)	M	M
J2-4	J2-Contacted	Sort toggle is a two-segment pill with no active-state contrast	Rep can't confirm which sort is active at a glance, esp. after reload — repeated "which sort am I on?"	Fill the active segment (solid brand colour, white text) + a ↓ arrow; persist per column (localStorage)	L	H
J2-5	J2-Contacted	Active card's "Follow-up on" badge overlaps the last-message text/date	Reading collision — rep can't see follow-up date AND last-contact time at peak decision load	Two separated rows: "📅 Follow-up: jún 23" and "Last contacted: jún 22 21:13"; remove the overlay	M	H
J2-6	J2-Contacted	Blue-dashed border identical for "on-sequence healthy" and "Unreachable" (J2.4)	Rep can't tell whether a blue-dashed card needs action or is safely automated	Reserve blue-dashed for healthy; amber-dashed + ⚠ badge for Unreachable (clears on action)	L	H
J2-7	J2-Contacted	"Stop automatic emails" sits inline at the same weight as "Edit"	Destructive (kills the sequence, no undo); a mis-tap during fast scroll silently terminates a live sequence	Demote to a ··· overflow / confirm popover ("Stop sequence for X? This cannot be undone")	M	H

J3 · Booking — link, availability, cancel (lead-facing) 7 findings

The public booking widget and the cancellation pages a prospect sees — a conversion / trust surface.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J3-1	J3-Booking+Cancel	Widget is a bare card with grey "Időpontok betöltése…" text, ~75% blank below	No loading feedback; prospect sees a near-empty screen, doubts trust, abandons	Animated skeleton loader (calendar grid + slot chips) + a 500ms-fallback message	M	H
J3-2	J3-Booking+Cancel	On mobile (390px) the same short line sits above a massive blank scroll zone	Prospect scrolls looking for slots, finds nothing, assumes it's broken, leaves	min-height:420px container + instructional micro-copy anchoring the eye while it loads	L	M
J3-3	J3-Booking+Cancel	Header "CF" avatar is a generic blue letter-tile; no trust signal above the fold	A cold prospect has no brand reassurance; the blue square reads as a placeholder	Real ClientsFlow logo + a trust bar ("🔒 Biztonságos foglalás · Automatikus visszaigazolás" or social proof)	M	H
J3-4	J3-Booking+Cancel	Desktop card left-aligned at ~55% width, large asymmetric right whitespace	Eye drawn off-left rather than into the picker; layout feels unfinished ≥1280px	Center the content column, max-width:560px; consider a 2-col layout ≥768px	M	M
J3-5	J3-Booking+Cancel	Invalid/expired cancel-link state is raw black browser-default text on white	Looks like a broken system, not a managed error; no recovery path	Render inside the same branded card: header, amber ⚠, "Ez a link már felhasználásra került vagy lejárt" + contact block	M	H
J3-6	J3-Booking+Cancel	Cancel-success ✓ is small (~32px); contact card equals the headline in weight	Primary "all good, no stress" signal is undersized; recovery block competes for the eye	✓ to ~64px + a gentle scale entrance (300ms); demote the contact card (lighter border, smaller font)	L	M
J3-7	J3-Booking+Cancel	Cancel-success (mobile): contact copy wraps awkwardly; phone/email are plain ~18px links	Recovery surface for a disappointed prospect; small targets, no tel: deep-link add friction	44px tel:/mailto: full-width pill buttons with icons; single-line heading "Lépj velünk kapcsolatba:"	L	H

J4 · Booked / Sales-Call Prep 8 findings

The Booked / Sales Call Prep column — appointment cards, dim-until-day-before, no-show recovery.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J4-1	J4-Booked/Prep	Appointment badge shows the date ("jún. 24.") but not the time	Rep can't answer "what time is the call?" at a glance; must open Details	Promote the time into the header badge as one clock pill: "jún. 24. 21:19"	M	H
J4-2	J4-Booked/Prep	A dimmed card (collapsed) gives no reason why it's dimmed	Rep thinks it's a glitch, tries to expand, re-reads it; the intentional "dim until day-before" (J4.3) is uncommunicated	Ghost label "Aktív: [date]-tól" on dimmed cards + a hover tooltip explaining the activation date	M	H
J4-3	J4-Booked/Prep	Active booked card has a red border	EBO J4.4 wants blue-dashed; red = overdue/urgent everywhere else, so it fires a false alarm	Switch to blue-dashed ("scheduled sequence active"); reserve red for overdue/no-pay	L	H
J4-4	J4-Booked/Prep	Prep guidance + the gating mechanic are one plain-prose paragraph	Rep parses two sentences to learn both the task and that outcome buttons are gated; no progress state	Split into a checklist item + a "Mark Prepped → unlocks outcome buttons" CTA; add progress states	M	H
J4-5	J4-Booked/Prep	"Log Call" is a plain grey link equal to Details / Full history	It's the no-show/reschedule recovery entry (J4.8) but reads as a tertiary utility; rep may miss it	Elevate to a secondary outline button + a "No-show? Reschedule?" micro-label	M	H
J4-6	J4-Booked/Prep	No timezone label on the appointment datetime	Even after the UTC→Budapest fix (J4.6) rep can't be sure it's local; risky for cross-tz leads	Append "CET/CEST" (or "Budapest") to all appointment datetimes	L	H
J4-7	J4-Booked/Prep	Outcome buttons (Move Forward / No-show) hidden until after "Mark Prepped"	Dead-end moment — rep clicks, the UI changes, must re-orient to find the new buttons	Show a muted "Ezután: Tovább lép · Nem jelent meg" preview, or show outcome buttons disabled until Prepped	M	M
J4-8	J4-Booked/Prep	No card-level signal of reminders sent or invite-accepted state	Rep can't gauge engagement before the day-before activation without opening Full History	Compact "✉ 2 küldve" reminder badge + a calendar-confirm icon (grey=unconfirmed, green=accepted)	M	M

J5 · Sales call & transcription 7 findings

The Sales Call / Proposal column — the call-done tag and the transcript-status lifecycle.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J5-1	J5-SalesCall	No "call done" tag and no transcript-status tag — only the outcome panel	J5.1 unmet; rep can't tell whether a call happened or whether the transcript is loading/failed/ready	Two pills under the name: green "✓ Hívás kész · 42 min" + a transcript pill (loading/missing/done)	M	H
J5-2	J5-SalesCall	Loud orange/green action panel dominates; transcript state absent	Loudest element is outcome-logging, but post-call the rep needs transcript first	Render the transcript pill ABOVE the LOG CALL OUTCOME section, card-top placement	L	H
J5-3	J5-SalesCall	No "transcription in progress" reassurance (it takes 5–15 min)	Rep checks immediately, sees nothing change, assumes it broke, logs a manual note	Animated pulsing/shimmer "Átírás folyamatban…" pill that appears with the call-done tag, auto-resolves on poll	M	H
J5-4	J5-SalesCall	"Missing transcript" never surfaced — failed transcription looks like a normal card	A hard block on proposal quality discovered late; rep doesn't know to take manual notes / retry	Amber warning pill "⚠ Átírás hiányzik" + a one-tap Retry micro-action	M	H
J5-5	J5-SalesCall	No "view transcript" affordance; big CTA advances the deal, nothing opens the transcript	Once a transcript exists the rep must leave the board to read it, breaking flow	"📄 Átírás megtekintése" link (text-weight) shown only when status=done, beside Details/History	L	M
J5-6	J5-SalesCall	Sales-Call column not visually distinguishable on the full board	Rep can't tell at a column glance how many "call done, transcript pending" cards exist	Column-header badge aggregating pending transcripts ("1 átírás folyamatban"), like the count badge	M	M
J5-7	J5-SalesCall	Outcome panel is clickable before a transcript is confirmed	Rep can Move Forward before the transcript attaches; proposal silently loses input	Soft non-blocking confirm on Move Forward when status=loading/missing ("Az átírás még nem érkezett meg — biztosan?")	M	H

J6 · Proposal 7 findings

Triggering the post-call proposal wizard and the proposal artifacts surfaced on the card.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J6-1	J6-Proposal	"Move Forward" is the only CTA; no dedicated Generate-Proposal entry	Wizard trigger undiscoverable; the label reads as a stage move, not an AI generation	Rename to "Generate Proposal →" with an AI sparkle icon; secondary muted "Move Forward (no proposal)"	M	H
J6-2	J6-Proposal	No loading state on the card during AI generation	Rep clicks again / navigates away / assumes failure; double-submission risk (JX.3)	Pulsing "Ajánlat generálása…" skeleton overlay + shimmer border (amber→green); disable other card actions	M	H
J6-3	J6-Proposal	After send, the card gives no proof a proposal was generated/sent	Rep can't glance and tell which cards produced a proposal; undermines trust in the optimistic move	"Ajánlat elküldve jún. 22." line with a sent-envelope icon; persist in Notion to survive reload	M	H
J6-4	J6-Proposal	No pricing/validity anywhere on the board face	Rep fielding a callback can't confirm price/urgency without opening the document	Compact "450 000 Ft → 380 000 Ft · érvényes: jún 27." pill in card metadata (collapsible on narrow viewports)	L	H
J6-5	J6-Proposal	Unclear whether the wizard has a preview/confirm before dispatch	A mis-click could send a live AI email with no human gate — violates the invariant	Always show a preview screen (rendered body incl. the 100k promo line) + explicit "Elküldés" + "Edit before sending"	L	H
J6-6	J6-Proposal	Sales-Call/Proposal column narrow; "1" badge looks like a notification bubble	Lower density in a high-stakes column; rep may not register a pending proposal scanning L→R	+~30px min-width for right-side action columns; amber badge for proposal-pending vs neutral grey	L	M
J6-7	J6-Proposal	No indicator that the 5-day mini-CRM promo line (J6.4) is included	If the Sablonok copy was cleared, the proposal sends without the upsell silently	"✓ Mini-CRM bónusz" chip on the Sign-FUP card from the same Sablonok flag; amber if the key is empty	M	M

J7 · Sign follow-up 7 findings

The Sign FUP column — chasing a signature; the three required tags and urgency escalation.

ID	Stage	Current	Friction	Suggested	Eff	Imp
J7-1	J7-SignFUP	Offer-validity, reminder-index ("3/5"), and next-call-date tags all absent	Core triage data missing; rep can't see which attempt, when the offer expires, or when to call	Three pills under the name: validity (green→amber→red), reminder-index (heat-tint to red at 5/5), next-call-date (blue); ordered by urgency	M	H
J7-2	J7-SignFUP	Age tag ("2D") is a flat grey pill regardless of 2 vs 12 days	No escalation; reps habituate and stop reading it, missing deals going cold	Three-tier ramp: 0–3 grey, 4–7 amber+dot, 8+ red bold + pulsing dot	L	H
J7-3	J7-SignFUP	Salmon/pink border ambiguous — aging-proposal vs signed-but-unpaid (J7.2) both read reddish	One visual channel overloaded; rep can't tell whether to chase a signature or a payment	Amber-dashed for "aging / no signature"; solid red for "signed but payment overdue" (two pre-attentive axes)	M	H
J7-4	J7-SignFUP	"No message logged yet" is a dead-end grey box with no action	The absence of contact is the most urgent state but looks like any in-progress card	Yellow-tinted "No follow-up logged" callout with an inline "Log Call" shortcut	M	H
J7-5	J7-SignFUP	"Log Call" buried below Details/Full history and the status note	The 100%-used action sits below secondary nav; rep must scroll/expand each of 8 cards	Promote "Log Call" above Details/History as a filled primary button; collapse secondary actions to ···	L	H
J7-6	J7-SignFUP	Column header has only a count; no column-level urgency summary	Rep must read every card to triage; risk of missing a nearly-expired offer	Header strip: flame + count expiring within 48h, and "⏳ oldest: 8d"	M	M
J7-7	J7-SignFUP	"MOVE TO" dropdown is a full-width ~40px row equal in weight to the name	Low density — only 1–2 cards fit on 768px; rep scrolls heavily, deals fall off the bottom	Collapse "Move to" to a top-right chevron (hover/long-press), freeing ~40px/card	M	M

J8 · Payment 7 findings

The Proposal Signed / Fizetés FUP and Payment Arrived / Adatbekérő FUP columns (incl. an empty column).

ID	Stage	Current	Friction	Suggested	Eff	Imp
J8-1	J8-Payment	"Proposal Signed / Fizetés FUP" column shows a dash + count 0, no empty state	Rep can't tell if 0 is healthy (everyone paid) or broken (sequence failed, cards never arrived)	Contextual empty state: green check + "Nincs várakozó fizetés…" or a neutral "Várakozó: nincs" + a webhook-check micro-tip	M	H
J8-2	J8-Payment	"Payment Arrived" cards show the badge but no amount, date, or outstanding data-intake	Rep must open Details for amount / when / which adatbekérő fields are missing — dozens of opens	Money line "390 000 Ft · júni. 22." + an "Adatbekérő: 3/5 kitöltve" checklist chip	M	H
J8-3	J8-Payment	No reminder-index tag on the Fizetés-FUP card (contrast with J7.1's "3/5")	Rep can't tell if the payment sequence is armed, how many reminders fired, or whether it stopped	Reminder-index chip "FUP 2/5" + last-reminder timestamp; green "✓ Fizetve" once paid	M	H
J8-4	J8-Payment	Bilingual slash column names ("PAYMENT ARRIVED / ADATBEKÉRŐ FUP") truncate <~1400px	Rep on a 13"/1280px display sees a clipped column name all day — low trust in column identity	Primary bold short label ("Fizetés érkezett") + muted sub-label ("Adatbekérő FUP"); drop the English half from the header	L	M
J8-5	J8-Payment	No aging-border escalation on Payment-Arrived cards (J7.2 logic not ported)	A card sitting 3+ days in Adatbekérő FUP is equally urgent but looks identical to a fresh one	Reuse the aging-border logic: neutral 0–2d, amber 3d, red 5+d + tooltip	M	H
J8-6	J8-Payment	"3D" age chip is ambiguous — stage-entry age vs last-message age look the same	Rep misreads which clock "3D" counts, misjudging urgency	Label the chip semantically ("fizetve 3 napja"); two-line if the two clocks differ	L	M
J8-7	J8-Payment	No board-level signal whether the Stripe link email was actually sent	A silently-failed payment sequence is discovered days late ("why hasn't this person paid?")	"💳 Link elküldve · júni 22." chip when confirmed sent; red "⚠ Link nem ment ki" if not armed within 1h of signing	H	H

JX · Cross-cutting · board, optimistic UI, mobile, navigation 8 findings

Board-wide structure across desktop/tablet/mobile, the Move-to dropdown, sort toggle, and optimistic-UI errors. The highest-leverage cluster.

ID	Stage	Current	Friction	Suggested	Eff	Imp
JX-1	JX-CrossCutting	11 cols × 430px = ~4,730px; only ~3 visible on 1280px; no column-jump	Reaching col 6 means scrolling ~2,500px with no landmarks; heavy scroll fatigue over a 4h day	Fixed horizontal stage tab/pill strip; click scrolls that column into view; active column highlighted	M	H
JX-2	JX-CrossCutting	Mobile (390px): full 430px cards wider than the viewport; buttons overflow offscreen	Rep can't read a card without horizontal scroll; "MOVE TO" cut off; CTAs unreachable	Collapse to a single-column list view below ~600px, driven by the existing STAGE filter pill	M	H
JX-3	JX-CrossCutting	"Move to" is a flat 11-item list with the current stage pre-selected, no grouping	Rep maps stage names to order under pressure; selecting current does nothing (no feedback); fwd/back indistinguishable	Group "⬆ Forward / ⬇ Backward" with a divider; grey out current "(current)"; bold the next logical stage	L	M
JX-4	JX-CrossCutting	Empty/terminal columns (Ghosted, Ongoing build/marketing = 0) take full 430px each	~430px extra scroll each visit; terminal cols eat ~30% of width, pushing active cols offscreen	Collapse empty/terminal columns to 48px tombstone strips (emoji+count); click to expand; persist in localStorage	M	H
JX-5	JX-CrossCutting	Sort toggle pill has no active-state indicator	Rep can't tell which sort is active; a misclick silently reorders with no undo/toast	Fill the active pill (solid vs outline) + a header sort icon when non-default; revert to default on reload unless pinned	L	M
JX-6	JX-CrossCutting	Optimistic-UI write failures revert silently (no toast/banner)	Rep discovers data loss only on next reload, hours later — the most trust-destroying CRM pattern	Red inline banner ("Mentés sikertelen — próbáld újra") + Retry + red left-border until persisted; optional offline indicator	M	H
JX-7	JX-CrossCutting	No visible cross-column search/filter on desktop (search bar only seen on mobile)	Finding a card by name means scanning up to 11 columns; doesn't scale past ~30 cards	Render the search bar prominently on desktop too; highlight/scroll to the match; add a "filter by stage" dropdown	M	H
JX-8	JX-CrossCutting	Tablet (768px): 2 cols visible, the 2nd clipped (sort label cut); no column nav	Rep sees 2 of 11; partial 3rd column falsely suggests "a bit more right" when 9 remain	2 full columns + a sticky column-picker chip-row; avoid partial reveal; sticky column headers during vertical scroll	M	M