We need answer user's legal/math question. Need analyze carefully. Need produce final with analysis, calculations, posture. Let's parse.

We represent Noah Park. Need determine administrative exemption and calculate exact wage claim from supplied salary, hours, limitation period, liquidated damages rule.

Facts:
- 120 consecutive weeks before filing suit.
- fixed salary $1,200/week, no overtime.
- Hours: 50/week first 80 weeks; 46/week final 40 weeks.
- Duties: compiling route-delay reports, applying 42-page exception matrix, approving credits within preset limits, escalating deviations not listed. Could not change policy, negotiate vendor terms, hire, discipline, set budgets, bind company. Supervisor reviewed every credit >$500.
- Employer argues discretion selecting correct matrix category and work affected national delivery network.
- Before period began, HR compliance manager emailed VP: "This analyst role follows fixed decision tables and should be reclassified as nonexempt. Salary alone will not support administrative status." VP: "Keep them salaried. Overtime will wreck the budget, and no one has sued." No duties review, kept classification.
- Filed within one week after leaving. All 120 weeks within 3 years, only final 104 weeks within 2 years.
Governing law:
1 nonexempt 1.5 regular rate for hours >40 workweek.
2 salary basis not alone; employer burden every element.
3 admin exemption primary duty office/nonmanual directly related mgmt/general biz ops and exercise discretion and independent judgment on matters of significance.
4 applying detailed manuals, entering data, escalating defined exceptions, choosing among prescribed options do not constitute independent judgment on matters of significance merely because accuracy is important.
5 salary compensates exactly 40 hours. regular hourly = salary/40, overtime paid 1.5 times that rate.
6 limitation: 2 years ordinary; 3 for willful violation, employer knew or recklessly disregarded that its pay practice violated law.
7 liquidated damages equal unpaid overtime unless employer proves subjective good faith and objectively reasonable grounds. Decision to disregard specific internal compliance warning defeats defense.
8 fees/costs separate not calculated.

Need analyze:
- duties satisfy every element.
- significance operational importance vs independent judgment.
- whether 3-year willful period applies.
- regular hourly and overtime rates.
- unpaid overtime first 80 weeks.
- unpaid overtime final 40 weeks.
- total unpaid overtime.
- liquidated damages and total wage recovery before fees/costs.
- concrete demand and litigation posture.

Need likely answer: Not exempt. Administrative exemption fails because primary duty applying fixed matrix, data, preset limits, escalation; no discretion/independent judgment on matters of significance. Operational importance to national network doesn't confer significance/decisional authority; selecting categories from prescribed options not enough. Employer burden not met.

Willful: Internal warning before period; VP knowingly kept salaried to avoid overtime; this supports willful/knew or recklessly disregarded, so 3-year period applies. But all 120 weeks within 3 years; 2-year would only final 104, but 3-year includes first 16? Wait 120 weeks total, only final 104 within 2 years; first 16 weeks beyond 2 but within 3. Since 50 hours first 80, final 40. If two years, would recover only final 104 weeks: includes last 24 weeks of first 80? Let's compute maybe useful. But three-year willful applies, all 120 weeks recoverable. Need calculate all.

Regular hourly = 1200/40 = $30/hour. Overtime premium? Under law, overtime paid at 1.5 times rate for every overtime hour. Salary compensates exactly 40 hours. Employer paid no overtime. So unpaid overtime for each OT hour = 1.5 * regular rate = $45 per OT hour? Or if salary for 40, overtime premium owed at 1.5x for OT hours. Usually if salaried nonexempt fixed salary for 40, unpaid overtime = 1.5*rate*OT hours. Not just half-time. The rule says "every overtime hour is paid at 1.5 times that rate." So OT pay due $45 per OT hour. The "unpaid overtime" likely total overtime pay owed, not premium over salary. Because salary compensates 40, no OT paid. So yes $45/hour OT.

First 80 weeks: 10 OT hours/week * 80 = 800 OT hours. $45*800 = $36,000.
Final 40 weeks: 6 OT hours/week * 40 = 240 OT hours. $45*240 = $10,800.
Total unpaid OT = $46,800.
Liquidated damages equal unpaid OT unless defense; VP disregard warning defeats defense. So LD = $46,800.
Total wage recovery before fees/costs = $93,600.

Need consider if liquidated damages equal unpaid overtime (same amount) total double = $93,600. Yes.

Could there be nuance: Under FLSA if salary for unlimited hours? But governing law says salary compensates exactly 40, OT at 1.5. Good.

Need maybe include limitations: If no willful, two-year would recover final 104 weeks. Compute to contrast: final 104 weeks includes last 64 weeks of 50? Let's calculate: First 80 weeks, last 40 weeks. Final 104 weeks = weeks 17-120? Since 120-104=16 excluded. So excluded first 16 weeks of 50. Recovered 50-hour weeks: 80-16=64 weeks. 46-hour weeks: 40 weeks. OT hours = 64*10 + 40*6 = 640+240=880. Overtime pay = $39,600. LD same, total $79,200. Difference $14,400? Wait 3-year total $46,800 vs 2-year $39,600 = $7,200; double = $14,400. But we can mention. Need maybe if willful period applies, all 120. Since filed within one week after leaving, no gap.

Need perhaps define workweek? Given weekly hours. Need mention each workweek >40.

Need analyze administrative exemption elements:
- Primary duty? Office/nonmanual, yes likely. Directly related to management or general business operations? Route-delay reports, exception matrix, credits could relate to general business operations? Maybe. But fails discretion/independent judgment on matters of significance. We need say every element: employer must prove all. Primary duty maybe office/nonmanual, maybe directly related? The facts don't give enough to show management/general business operations; compiling reports/applying matrix might be production/operational, not admin. But we can focus on failing independent judgment. Need be precise: Admin exemption requires (1) primary duty office/nonmanual work directly related to management or general business operations, and (2) exercise of discretion and independent judgment with respect to matters of significance. The facts indicate nonmanual office work, but do not establish primary duty directly related to mgmt/general biz ops? It is operations analyst, route-delay reports, exception matrix, credits within preset limits. Could be directly related to general business operations (delivery network) but perhaps not management. However the decisive failure is no discretion/independent judgment on significant matters. Because rule 4 specifically says applying detailed manuals, entering data, escalating defined exceptions, choosing among prescribed options do not constitute independent judgment merely because accuracy is important. That exactly fits. So not exempt.

Need distinguish operational importance vs independent judgment. Working in national delivery network, selecting correct matrix category, accuracy important doesn't equal independent judgment on matters of significance. "Significance" means authority to affect business operations/policies or make independent choices, not importance of accurate execution of set tasks. His role had preset limits, escalation, supervisor review >$500, no policy/vendor/budget/hiring/binding. So no discretionary authority. Choosing correct category among prescribed options is mechanical, not independent judgment. The employer's burden: cannot infer from title "Senior Operations Analyst" or operational setting.

Willful: The pre-period email is specific internal compliance warning that role follows fixed decision tables and should be reclassified; VP response shows decision to keep salaried due budget and no suits. This is evidence employer knew or recklessly disregarded that paying fixed salary without OT likely violated law. Since violation occurred for all 120 weeks after the warning? It says before period began. So at start and throughout, with no duties review. Willful violation can be found; 3-year limitation applies. Could employer argue they didn't know law? But compliance warning says salary alone won't support administrative; VP kept them salaried. That's reckless disregard. Also maybe because willfulness known before each violation, entire period. Need mention standard: willful if employer knew or recklessly disregarded that its pay practice violated law; the email and response satisfy. So 3 years.

Need maybe discuss "all 120 weeks fall within 3 years, but only final 104 within 2 years." Filing within one week after leaving: if 3-year, all weeks included. Need maybe mention no issue because all within 3. If willful denied, 104-week claim. But given facts, willful likely. We can frame: If court rejects willfulness, claim is $79,200; but the concrete demand should be $93,600 plus fees, and posture seeks willful 3-year.

Need "concrete demand and litigation posture for Noah." Need propose demand letter: demand unpaid overtime $46,800, liquidated damages $46,800, total $93,600, plus reasonable attorneys' fees and costs, and maybe injunctive? For FLSA individual no injunction. Litigation posture: file suit/claim, assert nonexempt, willful, 3-year, demand, maybe class? The question says represent Noah, former operations analyst seeking unpaid overtime. Could be individual. But maybe posture: file individual FLSA action, or demand before suit. Need be concrete: Demand within e.g. 14 days. Posture: lead with exemption failure and willfulness; preserve two-year fallback; request double damages; fee petition. Could mention evidence to gather: time records, schedule, payroll, job description, matrix, credit approval records, email, org chart, interviews. But maybe too much? The user asks concrete demand and litigation posture. Need provide practical. Could include demand amount $93,600 plus fees/costs, with line-item calculations; propose payment before filing or at least within 10-14 days; if not, file suit. Posture: individual action; assert willful; use administrative record? If federal court, no class unless certified? Could mention possibility of collective action if similarly situated but assignment focuses Noah. Need maybe avoid overcomplicating.

Need ensure calculations exact:
Regular hourly = $30. OT rate = $45.
First 80: 10*80=800; 800*45=36,000.
Final 40: 6*40=240; 240*45=10,800.
Total OT hours 1040; total unpaid OT 46,800.
Double = 93,600.

Check if unpaid overtime could be computed as premium only 0.5x because salary might cover all hours? But rule explicitly: salary compensates exactly 40; every OT hour paid at 1.5. So 1.5. Good.

Could there be a nuance about "unpaid overtime" vs "overtime premium" if fixed salary compensates 40 hours: If salary is $1200 for 40 hours, and he worked 50, total pay due = $1200 + 10*45 = $1650. Employer paid $1200, so unpaid overtime = $450/week. For 80 = 36,000. Good.

Liquidated damages: equal unpaid overtime unless employer proves good faith/reasonable. Specific warning defeats. So double. Good.

Need maybe include table.

Need ensure not legal advice? It's assignment; can answer as analysis.

Potential pitfalls:
- The administrative exemption "directly related to management or general business operations": Need maybe analyze that his duties might be considered directly related to general business operations? Route-delay reports, exception matrix, credits could be related to managing delivery operations. But primary duty? He was compiling reports and applying matrix, not managing operations. "Primary duty" means main, chief, major duty. We can say even if some duties touch operations, the primary duty as described is applying fixed processes to operational data, not managing/general business operations. But to be safe: The first prong is questionable but the second prong conclusively fails. Employer bears burden; facts do not establish. Need maybe note "Senior" title doesn't matter.

- Discretion and independent judgment: The rule says applying detailed manuals, entering data, escalating defined exceptions, choosing among prescribed options do not constitute independent judgment on matters of significance merely because accuracy important. That's a direct quote of facts. So answer: no. Need mention selecting matrix category is choosing among prescribed options. Approving credits within preset limits and supervisor review >500 indicates bounded authority. Escalating deviations = no independent resolution. No policy, vendor, budget, hiring, binding. Therefore no.

- Operational importance vs independent judgment: Even if national network importance, significance relates to the employee's decisional authority, not the magnitude of downstream consequences. The rule says accuracy importance isn't enough. Could mention "matters of significance" means the employee has authority to make independent choices or recommend actions that carry substantial weight, not simply perform accurate tasks in a high-visibility function.

- Willful: The compliance email is before period. It says "This analyst role follows fixed decision tables and should be reclassified as nonexempt. Salary alone will not support administrative status." That is specific. VP's response: keep salaried, OT wreck budget, no one has sued. Shows subjective knowledge/recklessness. Need maybe discuss whether "willful" requires employer's own belief violation? Knew or recklessly disregarded that pay practice violated law. Compliance manager warned; VP disregarded to save money. That is at least reckless. No duties review. So 3-year. Could mention if employer argues compliance manager not authorized? The facts suggest HR compliance manager and VP; enough. Could mention evidence: email, no reclassification, no duty review, fixed salary, high OT.

- Limitations: Since filed within one week after leaving, all 120 within 3. If 3-year applies, all. If not, only 104. Need maybe compute fallback in table.

- Concrete demand: We can write demand language: "Pay $93,600 within 14 days: $46,800 back wages + $46,800 liquidated damages; plus reasonable attorney fees and costs (to be calculated/reasonable). If not, we will file suit and seek willful 3-year, liquidated damages, fees, costs." Could include "No settlement authority?" maybe.

- Litigation posture: As plaintiff, assert (1) nonexempt, (2) willful, (3) 3-year, (4) double damages, (5) fees. Fallback: if willfulness denied, 2-year claim $79,200. Need maybe mention burden shifting: Once Noah shows regular rate and hours, employer must prove exemption and good-faith. But employer already warned. Need maybe mention "salary basis" not defense. Need maybe mention "primary duty" and "discretion" as contested but strong for Noah. Could mention discovery targets. Could mention motion for summary judgment likely in Noah's favor if hours and emails admitted. But if exemption disputed, summary judgment? The administrative exemption is factual; but with facts, likely no genuine issue on judgment. Willfulness maybe mixed but email strong. Could mention posture: file in federal court if amount? FLSA federal court or state? We can be general. Need maybe include "demand letter before filing to avoid fee-shifting? In FLSA, fees if plaintiff prevails; demand not required but useful. In some state wage claims, pre-suit demand may be required? The assignment says concrete demand and litigation posture. So propose demand.

Need maybe mention "liquidated damages equal unpaid overtime unless employer proves both subjective good faith and objectively reasonable grounds. A decision to disregard a specific internal compliance warning defeats that defense." Since VP email directly defeats. Therefore LD not in doubt.

Need maybe mention "reasonable attorney fees and costs separately recoverable but not calculated" so total before fees = $93,600. Need not calculate fees.

Need maybe mention "exact wage claim" includes unpaid OT and LD. Could maybe state "claim for unpaid overtime: $46,800; total recovery: $93,600 before fees." Good.

Need maybe check week count: 120 weeks. First 80 50 hours, final 40 46. All within 3 years but only final 104 within 2. If willful, all. If no willful, the first 16 weeks of 50 excluded. Let's compute fallback precisely:
- Excluded: first 16 weeks at 10 OT: 160 OT hours *45 = $7,200. So 2-year claim = 46,800 - 7,200 = 39,600; double = 79,200. Good.

Need perhaps include if final 40 all within 2; first 64 weeks within 2. 64*10=640, 40*6=240 total 880, pay 39,600. Good.

Need maybe include "overtime premium" vs "total wages due" maybe:
Weekly OT due:
- 50-hr week: $450 OT, total weekly compensation due $1,650, unpaid $450.
- 46-hr week: $270 OT, total weekly compensation due $1,470, unpaid $270.
Then 80*450=36,000; 40*270=10,800.
This might be clearer.

Need maybe mention "regular hourly rate $30; overtime rate $45 (1.5x), not $15 premium". Good.

Need maybe mention "salary basis" no deductions? Not relevant.

Potential legal nuance: Administrative exemption under FLSA also has salary level threshold? Not given. We should not introduce outside law; assume provided rules. The facts maybe salary $1200/week = $62,400/year, above current threshold? Not needed. Do not use outside. Could mention "even if salary basis and level satisfied, exemption fails duties." Good.

Need maybe mention "employer bears burden proving every element" so if any doubt, exemption fails. Good.

Need maybe mention "primary duty directly related to management/general business operations": The facts say route-delay reports and exception matrix for national delivery network. Could be argued as general business operations. But "management" no. "General business operations" includes administrative/support functions? The DOL's admin exemption includes functions like budgeting, finance, tax, purchasing, HR, legal, QA, safety. Operations analysis may be production not admin. But no need outside. Under supplied law, we can say facts do not show his primary duty was management/general business operations; rather it was operational data processing. However, even if first element met, second fails. Need maybe not overstate that first prong definitely fails if not enough facts. But question asks whether Noah's duties satisfy every element. We can say no; the first element is at best arguable, but the decisive element fails. If being asked "satisfy every element", answer: no, because no discretion/independent judgment; also not established that primary duty directly related to management/general operations. Need maybe structure:
1. Primary duty: office/nonmanual yes. Directly related? The work relates to delivery operations but not to management/general business operations in the exempt sense; it is production/operational execution. But the supplied facts emphasize fixed decision tables. To avoid outside definitions, say: The facts do not establish primary duty of management or general business operations; they show applying operational procedures. In any event, no discretion.
2. Discretion: fails per rule 4.

Need maybe discuss "Senior Operations Analyst" title: titles irrelevant. Good.

Need maybe mention "supervisor reviewed every credit above $500": limited discretion. Good.

Need maybe mention "escalating any deviation not listed": that's not independent judgment; it's following protocol. Good.

Need maybe mention "selecting correct matrix category": Choosing among prescribed options. Rule 4 says does not constitute. Good.

Need maybe mention "accuracy important": Rule 4 says merely because accuracy important. Good.

Need maybe mention "national delivery network": Operational importance does not transform clerical/analytical application of rules into exempt judgment. The "significance" is about the employee's authority/impact of choices, not the business's scale. Good.

Willful detail:
- "Before Noah's 120-week period began" means the warning existed at inception. The VP's response shows conscious decision. The employer didn't conduct duties review. Therefore the pay practice (fixed salary with no OT) was maintained with knowledge/reckless disregard. Willfulness applies to the entire 120-week period, not just after email because period started after email. Good.
- Maybe "willful" under FLSA doesn't require employer's bad faith, just knew or recklessly disregarded. The VP's budget motive is not a good-faith defense. Good.

Demand and posture:
Could present in sections:
A. Legal conclusion: not exempt.
B. Limitation: 3-year willful.
C. Wage math.
D. Damages.
E. Demand/posture.

Need maybe include a sample demand letter excerpt:
"Dear ... Pursuant to applicable wage law, Transit Grove owes Mr. Park $46,800 in unpaid overtime for 120 workweeks (800 hours at $45 and 240 hours at $45). Because the violation was willful, liquidated damages of $46,800 are due. Total: $93,600, plus reasonable attorney fees and costs. Please pay by [date]. Failure will result in litigation..."
Could include "We are prepared to file immediately if not paid." But need maybe not threaten illegal; okay.

Litigation posture:
- File individual action (or state wage claim) within limitations. Demand 3-year willful; preserve 2-year alternative.
- Plead: (a) nonexempt status; (b) hours >40; (c) salary/regular rate; (d) unpaid OT; (e) willful; (f) LD; (g) fees.
- Evidence: payroll, time records, job description, matrix, emails, witness statements.
- Anticipate defenses: administrative exemption, no willfulness, good faith; rebut with rule 4 and VP email.
- Summary judgment posture: likely strong; if exemption disputed, facts narrow.
- Demand amount before suit $93,600 plus fees/costs; if settlement, include release, no admission? For Noah, maybe "no admission of liability"? Could be.

Need maybe mention "if employer pays back wages only but not LD, demand includes LD; if refuses, sue." Good.

Need maybe include "concrete demand" as a number not just analysis. Could include "Demand: $93,600 cash, plus fees/costs, by 10 business days." Also "calculate fees separately after." Good.

Potential issue: Does liquidated damages equal unpaid overtime even for willful period? Yes. Good.

Potential issue: "All 120 weeks fall within three years, but only final 104 weeks fall within two years." Could there be a nuance that if willful, three-year period includes all, but if some weeks not willful? The willfulness is from before period, so all. If only final? The VP decision before period, so yes all. Good.

Need maybe mention "ordinary 2-year would exclude first 16 weeks; willfulness recaptures them." Good.

Need maybe mention "Noah filed within one week after leaving" ensures no gap; limitations measured from filing? Usually accrual each pay period; but given facts, all 120 within 3 and final 104 within 2. We accept. Could mention "filing within one week preserves entire 120-week window under 3-year theory." Good.

Need maybe include exact arithmetic in a table:
Period | Weeks | OT hours/week | OT hours | OT rate | Unpaid OT
First 80 | 80 | 10 | 800 | $45 | $36,000
Final 40 | 40 | 6 | 240 | $45 | $10,800
Total | 120 | -- | 1040 | -- | $46,800
LD | 1040 | -- | -- | -- | $46,800
Total | -- | -- | -- | -- | $93,600.

Maybe include fallback table:
If no willful: last 104 weeks = 64*10 + 40*6 = 880 hours; unpaid OT = $39,600; LD = $39,600; total $79,200. Good.

Need maybe mention "overtime rate $45, but the unpaid portion relative to salary is $450/week for 50 and $270/week for 46." Good.

Need maybe include "the salary of $1,200 covers exactly 40 hours, so no part of salary is allocated to OT; no reduction." Good.

Could there be "one and one-half times regular hourly rate for each hour worked over 40" means if already paid salary for 40, owe 1.5x for OT. Yes.

Need maybe think if "unpaid overtime" might be "premium only" because salary might compensate all hours at regular rate? But rule 5: weekly salary compensates exactly 40 hours. So no. If salary were for 50, regular rate would be 1200/50=24, premium 12? But not here. Good.

Need maybe mention "fixed salary" no deductions? Not relevant.

Need maybe include "employer's burden of proving exemption: title and national importance insufficient." Good.

Need maybe mention "discretion and independent judgment" is not same as "discretion to choose how to perform task" or "technical skill". It requires authority to make significant decisions. Good.

Need maybe mention "operational importance" maybe the employer argues because his reports affect national network. We should say: The "matters of significance" element looks at whether the employee's decisions affect significant business policies or operations, not whether the work product is important or accurate. Here, he did not make decisions with policy consequences; he executed a fixed matrix. The only choice was to select the correct category, a prescribed option, and escalate otherwise. That is not independent judgment. Good.

Need maybe include "approving credits within preset limits" could be a judgment? But preset limits and supervisor review show bounded. Good.

Need maybe include "escalating deviations not listed" means he lacks authority to resolve novel matters. Good.

Need maybe include "could not change policy, negotiate vendor terms, hire, discipline, set budgets, bind company" strongly negative. Good.

Need maybe include "The compliance email specifically says fixed decision tables and salary alone insufficient; that's both an admission against interest and willfulness evidence." Good.

Need maybe discuss "subjective good faith and objectively reasonable grounds" defense: The VP's email defeats subjective good faith (knew/reckless) and objective reasonableness (compliance warning). So no LD defense. Good.

Need maybe include "even if employer later could show no violation because exemption, but if exemption fails, LD." Good.

Need maybe think if "willful period" might require knowing violation of the *pay practice* not just classification. The email says salary alone will not support administrative status, but did it say overtime required? It says role follows fixed decision tables and should be reclassified as nonexempt. VP knows nonexempt? "Keep them salaried. Overtime will wreck budget, and no one has sued." This implies he understood nonexempt employees would be owed overtime, and decided not to. That's strong. Good.

Need maybe include "Noah's claim for 120 weeks: first 16 weeks are within 3 but not 2; willfulness necessary to recover them." Good.

Potential final answer structure:
1. Short answer.
2. Exemption analysis.
   - Primary duty; discretion; operational importance.
3. Limitation/willfulness.
4. Wage calculation.
5. Liquidated damages/total.
6. Demand/litigation posture.
Maybe include tables.

Need ensure final is not too terse; desired oververbosity 9. So thorough.

Need maybe include "assuming supplied rules control; no outside law." Good.

Need maybe include "concrete demand" maybe in bullet with exact amount and deadline. Could include a model demand paragraph.

Need maybe mention "before fees and costs". Good.

Need maybe include "if fees are 30%? Not calculated, so no." Do not calculate.

Need maybe mention "costs" not calculated.

Need maybe include "settlement demand should include admission? No, demand payment without admission; litigation posture: no admission but demand." Good.

Need maybe mention "if employer offers only $39,600/$79,200, reject because willful." Good.

Need maybe mention "preserve claim by filing within 3 years; already filed within one week, so no issue." Good.

Need maybe include "collective action possibility"? The question says Noah only. But maybe concrete posture could mention "Noah can seek to represent similarly situated if applicable, but for this assignment individual claim." Since assignment is about Noah, maybe not. But maybe mention "No class/collective calculation is requested." Could avoid.

Need maybe think about if the "administrative exemption" requires "primary duty" of office or nonmanual work directly related to management or general business operations. His title "Senior Operations Analyst" and work in operations could be "management or general business operations"? We need maybe not say it fails first prong too strongly. But the question asks "whether Noah's duties satisfy every element" and "significance of operational importance versus independent judgment." So central is second element. We can say: The first element is not saved by title or national importance; but even if Transit Grove met the first element, it cannot meet the second. To be safe, we can say: The supplied facts do not establish the first element as a matter of law; they show operational data processing rather than management/general business operations. But the dispositive failure is the independent judgment element. This covers.

Need maybe consider "primary duty directly related to management or general business operations" under administrative exemption: "general business operations" includes functions like budgeting, finance, tax, purchasing, HR, legal, QA, safety. "Operations" as in route delay reports may be production, not general business operations. But not given definitions. We can say "The facts emphasize application of a fixed exception matrix to route-delay data, not management of business operations. At most it is an operational support function, and the employer has not shown primary duty meets the element." Good.

Need maybe mention "accuracy is important" not enough. Good.

Need maybe include "The employer's burden is heavy; every element must be proven. Title and scale are not elements." Good.

Need maybe include "The VP's decision to 'keep them salaried' after warning is not a good-faith legal judgment; it is a budget decision." Good.

Need maybe include "Noah's filing within one week after leaving means limitations running from departure; all 120 within 3." Good.

Need maybe include "The 3-year period is not optional; it applies if willful. Here likely as a matter of law or strong summary judgment." Good.

Need maybe mention "If the court finds willfulness, the limitation is three years for all 120 weeks. If not, fallback." Good.

Need maybe include "The concrete demand: $93,600, not $46,800, because LD. If employer contests willfulness, demand still $93,600, with alternative $79,200 in pleadings?" In litigation, you don't plead alternatives? You can. In demand, demand maximum. In complaint, can plead willfulness. If court denies willful, claim reduces. Good.

Need maybe include "reasonable fees: because plaintiff prevails, fees separately; not included in demand total except 'plus'." Good.

Potential issue: If liquidated damages equal unpaid overtime, total wage recovery before fees = unpaid OT + LD = 2x. Some might say "total wage claim" includes back wages and liquidated damages; yes. Good.

Need maybe include "No deduction for taxes or withholdings; gross amounts." Not necessary.

Need maybe include "if employer had paid salary as if it covered all hours, regular rate different, but supplied agreement says 40." Good.

Need maybe include "The weekly salary compensates exactly 40 hours; no overtime premium embedded." Good.

Need maybe include "the exact wage claim from supplied salary, hours, limitation period, and LD rule" so final should emphasize exact. Good.

Let's craft final in clear sections.

Potential final:

**Conclusion**: Noah is nonexempt. Transit Grove owes $46,800 unpaid OT, $46,800 LD, total $93,600 before fees/costs. Three-year willful period applies. Demand $93,600 + fees/costs within e.g. 14 days; file suit if refused.

Then detailed.

Let's produce.

Need ensure no hidden chain-of-thought. Final can include analysis but not private deliberation. It's okay to present legal reasoning.

Let's maybe include equations.

Detailed exemption:
- Element 1: office/nonmanual yes; direct related? not established; but even if yes.
- Element 2: no. Apply rule 4. Examples: applying 42-page matrix = detailed manual; compiling reports = data; approving within preset limits = prescribed options; escalating deviations = defined exception; supervisor review >$500 = bounded. No policy/vendor/budget/hiring/binding. Title irrelevant.
- Operational importance: The national network and accuracy do not equal "matters of significance". The significance element focuses on employee's authority to make independent choices that carry substantial weight. Choosing correct category is accuracy within set rules, not judgment. Good.

Willful:
- Email is pre-period, specific. VP response shows knowledge/recklessness. No duties review. Therefore 3-year. It recovers first 16 weeks beyond 2-year. Good.

Calculations:
Regular rate = 1200/40=30. OT = 45.
First 80: 10 OT/wk => 800 hrs; $450/wk; $36,000.
Final 40: 6 OT/wk => 240 hrs; $270/wk; $10,800.
Total: 1040 hrs; $46,800.
LD: $46,800. Total: $93,600.
Fallback: 104 weeks: 64*10 + 40*6 = 880; $39,600; total $79,200.

Demand/posture:
- Demand letter: line item, payment within 14 days, plus fees/costs; if no payment, file.
- Litigation: individual action; plead willful 3-year; assert exemption fails; employer burden; seek LD and fees. Evidence. Anticipate defenses. Preserve fallback. Summary judgment likely.

Need maybe include "concrete demand" maybe exact text:
"Transit Grove shall pay $93,600 within 14 calendar days: $46,800 unpaid OT (1,040 OT hours at $45) + $46,800 liquidated damages; plus reasonable attorney fees and costs."
Maybe "If settlement, include release and no admission, but that's Noah's choice." Could be.

Need maybe mention "no fees/costs calculated, so exact total before them is $93,600." Good.

Need maybe include "the claim is not dependent on the 'Senior' title or national importance." Good.

Let's consider if there are any alternative calculations: If OT rate is 1.5 regular = $45; unpaid overtime could be 0.5x premium only if salary already paid for all hours? But rule says salary exactly 40. If employer paid $1200 weekly for 50 hours, perhaps one could argue salary covers 50 at $24/hr, and overtime premium = $12/hour, total $9,600? But rule 5 explicitly says salary compensates exactly 40 and regular rate salary/40. So no. Good.

Could there be issue "weekly salary compensates exactly 40 hours" but if worked 50, is regular rate for all hours 1200/50? No, provided says divide by 40. Good.

Could there be issue "liquidated damages equal unpaid overtime" if willful? Yes.

Could there be issue "willful period applies to violation, but if employer argues not willful for some weeks?" The email before all, so all. Good.

Could there be issue "Noah filed within one week after leaving; all 120 weeks fall within 3 years" no issue.

Need maybe include "ordinary limitation 2 years would capture only last 104 weeks; willful 3 captures first 16." Good.

Could maybe include "the 3-year period is not a 'look-back' from filing? It is; all within." Good.

Let's also maybe include a "risk assessment" for litigation posture:
- Strong on nonexemption because facts match rule 4.
- Strong on willfulness due email.
- Main risk: if court requires more evidence on hours? But hours supplied. Maybe employer may dispute hours? The facts state his hours. If disputed, time records. But assignment likely assumes.
- Fee shifting: If Noah prevails, fees. If he demands too high? no.
- LD defense defeated.

Need maybe mention "employer's burden to prove good faith" after VP email, so no.

Need maybe include "The demand should be precise to avoid ambiguity: specify 1,040 overtime hours at $45." Good.

Need maybe include "Noah should not sign a release for less than $93,600 plus fees/costs; if settlement includes fees, calculate separately." Maybe too practical. But concrete demand and posture could include.

Need maybe include "If Transit Grove offers $79,200 (two-year), reject; the email supports willfulness." Good.

Potential final length: maybe 1500-2500 words? Desired oververbosity 9, but user likely expects thorough. We can produce around 2000 words. Good.

Let's draft final.

Use headings:
- Bottom line
- 1. Administrative exemption analysis
- 2. Operational importance vs independent judgment
- 3. Willfulness and limitation period
- 4. Wage calculation
- 5. Liquidated damages and total recovery
- 6. Concrete demand and litigation posture

Need maybe include math tables.

Let's ensure final no unsupported outside law. We can refer to "supplied rules" and "under the stated law". Good.

Let's produce final.