DISCLAIMER: This is a quantitative framework for educational purposes only. It is not financial advice. Always do your own research and consult a licensed financial advisor before making investment decisions.
Powell Industries, Inc.
Powell Industries designs and builds custom electrical apparatus and systems that distribute, control and monitor electrical power in heavy-industrial settings. Its core products are medium-voltage switchgear, integrated power-control-room substations, motor-control centres and bus-duct systems, engineered project-by-project rather than sold off-the-shelf. Historically its end-markets were oil and gas, petrochemicals, LNG and utilities; the newer and faster-growing demand pull is AI data centres, which need exactly the kind of grid-scale power distribution Powell makes. What sets it apart is deep engineering integration into mission-critical facilities and a strong North-American installed base and service franchise, which lend real switching costs and repeat aftermarket revenue. For a reader: think of Powell as a specialist that builds the electrical backbone of refineries, LNG terminals, utility substations and now hyperscale data centres.
| Horizon | Signal | Composite Score | Confidence | Key Driver |
|---|
| Short-term (1–3 mo) | HOLD | 40 | 60% | Expensive on valuation; tape not confirmed — buy on confirmation |
| Medium-term (6–12 mo) | HOLD | 44 | 60% | Great business, wrong price — 46× P/E vs ~23× warranted |
| Long-term (3–5 yr) | HOLD | 48 | 60% | Quality is high but the entry multiple prices in flawless execution |
Next update: 2026-07-30 — default +14d (Q3 FY26 earnings ~4 Aug beyond the 14-day window)
1
Five-Pillar Scorecard
Five independent scores — each 0–100 with its own confidence. The three fundamental pillars (Quality / Valuation / Timing) set the base BUY/HOLD/SELL via the Decision Matrix; the two context pillars (Underlying Drivers, Economic Alignment) then amplify a BUY to STRONG BUY or a SELL to STRONG SELL when both corroborate.
Business Quality
82
strong
conf 80%
Valuation Attractiveness
30
expensive
conf 75%
Entry/Exit Timing
42
weak/neutral
conf 60%
Underlying Drivers
72
Tailwind
conf 70%
Economic Alignment
72
Trend-Following
conf 70%
2
Hard Gates & Do-Not-Buy Status
Binary safety checks — any TRIGGERED gate is a hard cap regardless of the scores above; CAUTION gates are sizing notes.
✅Financial Distress
Net debt is negative (net cash ~$0.55B, D/E 0.003), current ratio 2.25, interest coverage not meaningful — no leverage or liquidity risk.
✅Earnings Event Risk
Q3 FY26 earnings ~4 Aug 2026 — more than 14 days out, so no imminent-event timing cap this cycle.
❌Valuation Ceiling
⚠️ Clean P/E ~49× (reported 46×) sits at ~2.0–2.15× the ~23× warranted multiple AND above the Industrials guardrail line (23×). Caps the signal at HOLD at every horizon regardless of the driver tailwind.
✅Accounting / Dilution
SBC immaterial, share count essentially flat (~36.5M diluted), no GAAP/non-GAAP gap. Interest income is only ~9% of net income — below the 15% earnings-quality recompute trigger; cleaning it makes the multiple worse, not better.
✅Regulatory / Binary Event
No pending binary regulatory or FDA-type event.
Gate outcome: Gate 3 (Valuation Ceiling) is triggered — the signal is capped at HOLD. Do-Not-Buy Trigger 2 (absolute-valuation extreme) was assessed and does not fire: the escape clause holds because the growth is exceptional, proven and durable (record $1.8B backlog +33% YoY, orders +97%, a $400M+ data-centre mega-order with revenue visibility through FY2028), earnings are genuine operating earnings (not mark-to-market-inflated), and POWL is not in the AI-concentration / earnings-quality-unwind cohort the macro tail targets. So this is a HOLD on price, not a hard Do-Not-Buy.
3
Pillar Detail: Business Quality
A deep dive into the Quality score: business economics, moat, ROIC and the industry benchmark.
Business Quality — Pillar Score
High-quality, cash-rich electrical-equipment maker with a booming backlog
Lifecycle: Established / Mature Industrial, but in a demand up-cycle. Revenue growth has re-accelerated (TTM revenue ~$1.13B, up double-digits) on the electrification/data-centre wave, but the business is a profitable, dividend-paying, established manufacturer — so we score it on ROIC vs WACC, operating margin, balance-sheet strength and backlog, per the Industrials profile.
| Sub-signal | Value | Read | Score |
|---|
| Revenue trajectory | TTM ~$1.13B; Q2 FY26 +6% YoY, orders +97% YoY | Re-accelerating on data-centre + utility demand | 78 |
| Operating margin | ~20% TTM (op income ~$224M) | Well above the 10–15% Industrials norm; expanding | 85 |
| Cash generation | FCF/share ~$5.29; FCF conversion ~95% | Strong, clean cash conversion | 82 |
| Balance sheet | Net cash ~$0.55B; D/E 0.003; current ratio 2.25 | Essentially debt-free — fortress balance sheet | 92 |
| ROE / ROIC | ROE ~26%; ROIC ~24% vs WACC ~9% | Value creation far above cost of capital | 88 |
Industry benchmark — ROIC vs WACC + Backlog Growth: ROIC ~24% ≫ WACC ~9%, and backlog is at a record $1.8B, +33% YoY, with new orders +97% and a $400M+ data-centre order landed post-quarter (largest in company history, revenue through FY2028). Both legs strong. Benchmark score: 90/100.
Competitive moat (avg ~62):
Pricing Power
62
Engineered, spec-driven bids; margins expanding but competitive tension on large projects
Network Effects
50
N/A for hardware — scored neutral
Switching Costs
68
Deep integration into mission-critical facilities + aftermarket service; but qualified competitors exist for re-bids
Cost Advantage
60
North-American scale + capacity, but smaller than ETN/HUBB/ABB — no structural cost lead
Intangibles
60
Reputation/engineering IP in heavy industry; no patent fortress
Competitive Environment. Powell competes against far larger diversified electrical players. Share is broadly
stable-to-gaining in its niche as the data-centre pull lifts the whole category, but it is the small fish in the pond. The switching-cost and cost-advantage sub-scores are set
from this read, not asserted — embedded, service-heavy installations lend real stickiness (68), but the lack of scale vs the majors and competitive re-bidding on large projects hold cost advantage to 60.
| Rival | Relative scale | Share trajectory / erosion vector |
|---|
| Eaton (ETN) | ~30× larger | Broad electrical + data-centre power; can out-invest on capacity — the main share threat |
| Hubbell (HUBB) | Much larger | Grid + utility electrical; overlapping utility demand |
| ABB / Siemens Energy | Global giants | MV switchgear at global scale; compete on the largest projects |
| Schneider Electric | Global giant | Data-centre power a core focus — direct competition for the AI capex pool |
| nVent (NVT) | Larger | Electrical enclosures/connection — adjacent, data-centre exposed |
Net moat effect: POWL rides the same tailwind as the majors but does not out-moat them; the competitive vector is
capacity and pricing pressure on mega-projects, which feeds the §11 Bear and the §12 thesis-invalidation.
ROIC & capital allocation: ROIC ~24% on a tiny invested-capital base, consistent dividend (raised, ~0.15% yield — token), no debt, disciplined capex (~$70–100M capacity-expansion option flagged to serve the data-centre order). Management (CEO Brett Cope) has executed the up-cycle well. FMP financial-health rating A- (ROE 5/5, ROA 5/5, D/E 5/5) corroborates.
4
Pillar Detail: Valuation Attractiveness
Sector-appropriate multiples, FCF yield, reverse-DCF implied growth, embedded optionality, and the analyst-consensus cross-check.
Valuation Attractiveness — Pillar Score
Expensive — ~2× the rate-and-growth-warranted multiple, above the Industrials guardrail
The name has re-rated hard on the electrification / data-centre theme — from a 52-week low of $69 to a high of $328, now $235.79. We anchor on a computed warranted multiple, then cross-check relatively.
Warranted-Multiple Anchor. r = 4.5% risk-free (10Y, per the 14 Jul 2026 macro report) + 4.5% ERP + 0 risk add-on (Quality ≥ 65, beta 1.14) = 9.0%. g_near = min(0.75 × consensus fwd growth, Industrials cyclical cap 10%) = 10% (consensus FY26→FY28 growth runs ~25% CAGR, so the 10% sector cap binds — the anti-hype floor). g_term = 3%. Two-stage warranted P/E ≈ 23.1×, capped at the Industrials guardrail line → warranted ≈ 23×.
| Metric | Value | Read |
|---|
| Reported TTM P/E | 46.1× (EPS $5.12) | 2.00× warranted |
| Clean P/E (step 7b) | 49.5× (EPS $4.76, strips ~9% non-op interest income) | 2.15× warranted — cleaning makes it worse |
| Actual ÷ warranted | ~2.0–2.15× | Expensive band (≥ 1.40×) |
| Industrials guardrail | P/E line 23× | Actual ≫ line → Expensive on the floor alone |
| Forward FY27 P/E | 33.8× | Still above the 23× line even a year out |
| EV/EBITDA (TTM) | ~32× | Rich vs Industrials norms |
| P/B | 12.1× | Elevated |
Implied-growth read (narrative colour): at $236 the market embeds far more than our disciplined ~10% durable estimate — the price effectively assumes the data-centre order surge is a permanent step-change, not a cyclical spike. Our anchor says the price already discounts flawless multi-year execution.
Relative cross-checks (order within the Expensive band, never lift it): analyst consensus target $237.67 ≈ the current price (no implied upside; the highest target $333, lowest $142); grades consensus Hold (0 strong-buy / 3 buy / 6 hold / 1 sell); FMP P/E score 2/5 and P/B score 1/5 both flag rich. Own-history: the multiple sits near the top of its expanded range. Every relative lens agrees the name is dear. Valuation score 30 (Expensive).
5
Pillar Detail: Underlying Drivers
The dominant external force the stock is tethered to, scored 0–100. A context pillar: it does not change the base signal — it feeds amplification (tailwind ≥65 can lift BUY→STRONG BUY; headwind ≤35 can push SELL→STRONG SELL).
Primary driver: the electrification / AI-data-centre + grid & energy capex cycle. Powell's switchgear and power-control systems are exactly what hyperscale data centres, utilities and LNG/petrochem projects need, so its economics are tethered to that capex wave more than to its own execution.
| Horizon | State | Evidence |
|---|
| Historical | Tailwind | Backlog and orders have compounded through the energy + electrification build-out; revenue up sharply off the FY22 trough. |
| Current | Strong Tailwind | Record $1.8B backlog (+33% YoY), new orders +97% YoY, a $400M+ data-centre mega-order (largest ever, revenue through FY2028), utility-market strength. |
| Forward | Tailwind | Data-centre power demand and grid capex remain multi-year secular themes; $70–100M capacity option signals confidence — but the pace of new mega-orders is the swing factor. |
Amplification role: the driver scores 72 — a genuine Tailwind (≥ 65), so it would be eligible to lift a BUY to STRONG BUY. But the base signal is HOLD (Expensive valuation), and HOLD never amplifies; separately, the STRONG-BUY block for Full/Expensive names applies. So the tailwind is real but does not change the signal. Thesis-invalidation floor: a stall in data-centre / utility order intake (backlog rolling over for 2+ quarters) breaks the growth case that justifies any premium at all.
6
Pillar Detail: Economic Alignment
How the current economic climate sits relative to this stock, read from the latest Macro-Economic report. Classifies the macro pressure (Tailwind / Neutral / Headwind) — the second amplification input — and frames a long entry as Trend-Following or Contrarian with a 0–100 conviction.
The 14 Jul 2026 Macro-Economic report signals Industrials (XLI) Outperform Short, Outperform Medium, Strong-Outperform Long — real-money inflows into the electrification / capex theme. That is a Tailwind, so a long entry here is Trend-Following (riding the economic current, not fighting it), conviction 72. The pressure would enable a STRONG BUY on a BUY base, but the base is HOLD on valuation, so no amplification fires.
Source: sector-map (GICS Industrials → XLI) · Macro report 2026-07-14
7
Pillar Detail: Entry/Exit Timing
The risk-reward framework, relative strength vs SPY and the sector ETF, the macro overlay, news-derived sentiment, and the catalyst cluster.
Entry/Exit Timing — Pillar Score
Longer trend up, but the near-term tape has rolled over below the 50-day
Confluence is mixed. Monthly and weekly trends are up (the big re-rate), but the daily has weakened: price $236 sits below the daily 50-day SMA (~$281) and EMA20/50, the daily MACD histogram is negative, and the stock fell -4.5% on the session. RSI is neutral (daily ~44). This is an extended leader in a near-term pullback, not a confirmed entry.
| Timeframe | Trend | RSI | Read |
|---|
| Monthly | Uptrend | 70 | Strong — but overbought / extended |
| Weekly | Uptrend | 53 | Intact, momentum cooling (MACD hist negative) |
| Daily | Weakening | 44 | Below 50-day SMA; MACD negative |
| Hourly | Recovering | 46 | Trying to stabilise near $236 |
Relative strength / sentiment / catalyst: consensus price target $237.67 ≈ spot (no upside cushion); grades consensus Hold; recent notes are constructive on the data-centre theme (Guggenheim/GLJ upgrades) but the tape has stalled. No confirmed technical entry: price is below the 50-day and the daily trend is weakening — so the Technical and Catalyst entry groups are both UNMET. Timing score 42 (weak/neutral).
8
Economic Event Risk
High-impact macro releases in the next 14 days that could swing this stock, plus the last 7 days of surprises.
Upcoming events (next 30 days)
| Date | Event | Impact | Forecast | Previous | Relevant? | Why |
|---|
| ~4 Aug 2026 | POWL Q3 FY2026 earnings | High | — | Q2: EPS $1.26 | Yes — first read on the $400M order | Binary for the near-term multiple |
| 29–30 Jul 2026 | FOMC decision | High | Hold likely | — | Indirect | Rate path sets the discount rate on long-duration growth names |
Recent surprises (last 7 days)
| Date | Event | Actual | Forecast | Surprise | Impact |
|---|
| 16 Jul 2026 | POWL session | -4.5% | — | — | Pullback in an extended leader |
| 15 Jul 2026 | Guggenheim / GLJ upgrades (data-centre theme) | Upgrade | — | Positive | Constructive sentiment |
| 15 Jul 2026 | US Core PPI YoY (Jun) | 4.7% | 5.2% | Below | Cooler inflation — mildly supportive |
The next stock-specific catalyst is Q3 FY26 earnings around 4 Aug (first look at how the record data-centre order flows through). It is beyond the 14-day scheduling window, so the next update defaults to +14 days.
9
Multi-Timeframe Technical Analysis
Trend, RSI and breakout status across monthly / weekly / daily / hourly / 15-minute, with a confluence verdict.
| Timeframe | Trend | Direction | RSI | MACD | Key S/R | Breakout | Vol |
|---|
| Monthly | Uptrend | Up | 70 | + | R 328 | Yes | 0.5x |
| Weekly | Uptrend | Up | 53 | - | R 328 / S 250 | Yes | 1.1x |
| Daily | Weakening | Down | 44 | - | S 223 / R 271 | No | 1.0x |
| Hourly | Recovering | Flat | 46 | - | S 224 / R 249 | No | 0.0x |
| 15-min | Weakening | Down | 47 | + | S 234 / R 249 | No | 0.0x |
| Confluence: Mixed — higher timeframes up, near-term down · MTF Score 48 |
The multi-timeframe picture is a strong secular uptrend cooling off in the short term: monthly/weekly up but overbought and losing momentum, daily below the 50-day and weakening. For a near-term entry the tape has not confirmed — a reclaim of the daily 50-day (~$281) on volume, or a tested bounce off ~$223 support, is what would flip Timing constructive.
10
Price Chart (6-Month Daily)
A 6-month daily close line with SMA50 and key support/resistance — the visual companion to the MTF table.
POWL — monster re-rate off the $69 low to a $328 high, now consolidating below the daily 50-day (~$281). Levels illustrative from the multi-timeframe read.
11
Scenario Summary
Bull / Base / Bear 12-month price paths with triggers and probability weights.
Bull $330 (25%)
Data-centre order intake keeps compounding — more mega-orders on top of the $400M win, backlog pushes well past $2B, and the market keeps paying a 40×+ multiple for the electrification story. Re-tests the $328 high and beyond as FY27/28 estimates ratchet up. Requires the up-cycle to prove structural, not cyclical.
Base $240 (50%)
The business executes the record backlog and grows earnings healthily, but the multiple stops expanding — the stock roughly tracks the consensus $237.67 target and marks time near current levels while fundamentals grow into the price. Great business, fair-to-full price; total return comes from earnings, not re-rating.
Bear $150 (25%)
The de-rate the anchor warns of: a ~46× multiple compresses toward the ~23× warranted line as data-centre order momentum cools, a large mega-project bid is lost to Eaton/Schneider (the competitive vector), or the industrial capex cycle turns — a 35–50% multiple contraction even with flat earnings. This is a cyclical-Industrial-on-a-growth-multiple risk, not a balance-sheet risk.
Probability-weighted fair value ≈ $240 (0.25×$330 + 0.50×$240 + 0.25×$150). Skew is roughly symmetric around spot — the upside needs continued multiple generosity, the downside is a mean-reversion of that same multiple. No margin of safety at $236.
12
Entry / Exit Rules
Three independent entry paths (Fundamental · Technical · Catalyst) and three exit triggers (Stop-Loss · Thesis · Profit-Target). Any one entry path is a valid entry — the more that agree, the larger the position the conviction ladder suggests. Exits are graded by severity, not count.
How to read this — the Conviction Ladder
The three entry groups are alternative paths to a buy, not a checklist. A group counts only when all its sub-conditions hold. How many groups are satisfied sets the suggested size — it does not gate whether you may enter: 1 group = Half-Size (a valid starter/scale-in), 2 = Full-Size, 3 = Over-Size (highest conviction); 0 = Wait (no path open yet). A strong overall signal can still read Wait here when the stock is well above its entry zones — that flags "good business, no entry edge right now," not a contradiction. Exits are graded by severity of what is live, not by a count: a hard stop is an Exit on its own.
Entry conviction: Wait0 of 3 groups met — no entry path open
Fundamental — not MET
Price is far above any disciplined fair-value estimate — the cheap path is closed.
⛔ Price $236 < warranted fair value ~$115–120 (23× × ~$5 clean EPS)
✅ No earnings within 7 days (Q3 ~4 Aug)
✅ Underlying-Driver score ≥ 50 (72)
Technical — not MET
Below the daily 50-day with a weakening trend — preferred entry is a reclaim OR a tested bounce off ~$223.
⛔ Daily close > 50-day SMA (~$281) on > 1.5× volume
⛔ OR a tested bounce off ~$223 support with a higher low
✅ RSI 35–65 (daily 44)
Catalyst — not MET
No event in the window; next is Q3 earnings ~4 Aug.
· Post-earnings move > +5% with guidance raised
Forecast: No entry path is open today (0 of 3 — Wait). The reachable early entry is the Technical pullback branch: a tested bounce off ~$223 support with a higher low, OR a daily reclaim of the ~$281 50-day on volume. Q3 earnings ~4 Aug is the next catalyst that could open the Catalyst path (a >+5% post-print move with a guidance raise). Until then this is 'good business, no entry edge now' — the valuation, not the tape, is the binding constraint.
Exit action: Holdno exit trigger is live — hold the position
Stop-Loss — not LIVE
⛔ Two daily closes below ~$220 (loss of the $223 shelf)
Thesis Invalidation — not LIVE
⛔ Backlog / data-centre order intake rolls over for 2+ quarters
⛔ OR a flagship mega-project bid lost to Eaton / Schneider (competitive vector)
Profit-Target — not LIVE
⛔ Price into $330 (bull) with RSI > 70
Forecast: Not a holder-exit situation (this is a Wait, not a position). For anyone already long, the stop shelf is ~$220 and the thesis breaks on a stall in data-centre / utility order intake.
Imagine you act at the current price of $235.79 · as of 16 Jul 2026
What if you bought now?
Buying here means paying ~2× the rate-and-growth-warranted multiple for a genuinely high-quality, debt-free compounder — you are betting the data-centre order surge is a permanent step-change. The framework says wait for a better price or a confirmed pullback entry (~$223) rather than chase the re-rate.
What if you sold now?
Not a short — the quality, backlog and secular tailwind are real; this is a HOLD/avoid-at-this-price, not a sell. A confirmed thesis break (order intake rolling over) would change that.
13
Position Sizing Context
Illustrative portfolio math (not advice) translating conviction into an allocation given risk-per-share and volatility.
Position sizing not computed — no risk budget or portfolio role was specified for this bench-promotion. The §12 Conviction Ladder reads Wait (0 of 3 entry paths open): the entry constraint is valuation, so there is no size to recommend today. Watch ~$223 support / a 50-day reclaim / the Q3 print for an entry.
14
Calibration Snapshot
Machine-readable snapshot of every score, level and signal, saved alongside the HTML so the next run can compute deltas.
{
"ticker": "POWL",
"exchange": "NASDAQ",
"exchange_ticker": "NASDAQ:POWL",
"isin": "US7391281067",
"api_ticker": "POWL",
"company": "Powell Industries, Inc.",
"currency": "USD",
"lifecycle_stage": "mature-industrial-upcycle",
"analysis_status": "starting",
"finder_ticker": "POWL",
"finder_exchange": "\ud83c\uddfa\ud83c\uddf8 NYSE",
"date": "2026-07-16",
"price_at_rating": 235.79,
"quality_score": 82,
"valuation_score": 30,
"timing_score": 42,
"driver_score": 72,
"economic_alignment_stance": "Trend-Following",
"economic_alignment_conviction": 72,
"economic_alignment_pressure": "Tailwind",
"economic_alignment_source": "sector-map (GICS Industrials \u2192 XLI)",
"macro_report_date": "2026-07-14",
"warranted_multiple": 23.0,
"actual_multiple": 46.1,
"val_multiple_basis": "P/E (reported); clean P/E 49.5",
"discount_rate_r": 0.09,
"risk_free_10y": 0.045,
"g_near": 0.1,
"g_term": 0.03,
"warranted_ratio": 2.0,
"val_band": "expensive",
"nonop_pct_of_net_income": 9,
"clean_pe": 49.5,
"clean_peg": 1.98,
"competitive_share_trajectory": "stable",
"competitive_threat_level": "moderate",
"hard_gate_state": "caution",
"gates_triggered": [
"Valuation Ceiling (Gate 3)"
],
"do_not_buy_triggers": [],
"entry_groups_met": 0,
"entry_conviction": "Wait",
"exit_groups_live": 0,
"exit_action": "Hold",
"short_entry_confirmed": false,
"short_cap_reason": "Base signal is HOLD on valuation (Expensive); separately no Technical/Catalyst entry group is met, so a short BUY could not be issued regardless. Buy on confirmation \u2014 a tested bounce off ~$223 or a daily 50-day reclaim.",
"signal_short": "HOLD",
"signal_medium": "HOLD",
"signal_long": "HOLD",
"overall_confidence": 60,
"next_update_date": "2026-07-30",
"next_update_basis": "default +14d (Q3 FY26 earnings ~4 Aug beyond the 14-day window)",
"scenario_base_target": 240,
"scenario_bull_target": 330,
"scenario_bear_target": 150
}
First report on POWL (bench-promotion add). The story is clean: an excellent, debt-free electrical-equipment maker riding a genuine data-centre + grid capex tailwind, but priced at ~2× its warranted multiple. Gate 3 caps it at HOLD across all horizons; Do-Not-Buy was assessed and does not fire (the growth is proven and durable, earnings are operating, not the AI-unwind cohort). Entry is a Wait pending a better price.
15
Data Sources & Methodology
Audit trail of every data source: fully available (✓), fallback (⚠), or failed (✗), plus provenance-based confidence haircuts.
Data Source Status
✓
get_company_profile profile, ISIN US7391281067, beta 1.135, market cap $8.59B
✓
get_stock_snapshot price $235.79, -4.5% on session
✓
get_income_statement (8q) TTM op income ~$224M, net ~$187M, interest income ~$16.7M
✓
get_financial_ratios P/E 45.8, ROE, margins, D/E 0.003, current ratio 2.25
✓
get_multi_timeframe_analysis monthly/weekly up, daily weakening below 50-day
✓
get_analyst_estimates FY26 EPS $5.55, FY27 $6.98 consensus
✓
get_price_target_consensus consensus $237.67, high $333, low $142
✓
get_grades_consensus Hold (0/3/6/1/0)
✓
get_ratings_snapshot FMP A- health; P/E score 2/5, P/B 1/5
✓
get_stock_news record backlog, $400M data-centre order, upgrades
⚠
get_earnings_calendar returned empty; Q3 date ~4 Aug 2026 confirmed via web (MarketBeat) + last year's Aug-6 cadence
✗
get_related_tickers errored; peers sourced via web + sector knowledge (ETN/HUBB/ABB/Schneider/NVT)
✓
web search backlog +33%, orders +97%, $400M data-centre mega-order, Q3 date
Impact on scores: High data coverage. Only get_related_tickers failed (peers filled from web/sector knowledge) and get_earnings_calendar was empty (date confirmed via web). No pillar materially confidence-impaired.
DISCLAIMER: This is a quantitative framework for educational purposes only. It is not financial advice. Always do your own research and consult a licensed financial advisor before making investment decisions.