Deadwake / Fiction / Optimal Headcount
Short Fiction · 3,988 words

Optimal Headcount

A human resources officer processes a workforce reduction. The arithmetic is sound. That is the problem.

The Monday briefing convened at 07:30. Seven items. Arno Cress was in his usual seat, third from the left in the tiered conference configuration, an angle that gave him clean sightlines to the display panel without requiring him to turn more than fifteen degrees in either direction. He had occupied this seat for eleven years, since his promotion to Senior Arbitrator following Director Veth's retirement. The arrangement had an accidental ergonomic logic that he appreciated. He had never mentioned this to anyone.

The conference suite occupied a section of the fourteenth floor. It had been retrofitted during the last architectural cycle with the current generation of display paneling and environmental management systems, which regulated temperature, light, and ambient sound in response to occupancy patterns. The result was a room that maintained a consistent 21 degrees and a 42-decibel ambient floor regardless of how many people were in it. Arno found this more useful than pleasant.

There were six people at the table besides Director Senn: Arno, Pritha from compliance review, Kalder from data operations, and three associates from the alignment working group whose names he knew but did not frequently use. Standard Monday attendance. No one was absent.

Director Senn moved through the items at his usual pace, which was efficient without being hurried. He had been running these briefings for seven years, and the format had stabilized into a consistency Arno found productive. The items were pre-distributed by 07:00 each Monday. Arno read them before arriving. The briefing was not an introduction to material but a collective alignment pass, which was what it was designed to be.

Item one: Q3 Efficiency Metrics Review. Departmental performance was at 94.7%, down from 95.0% in Q2. The decline was attributable to a transit disruption in the third week of the quarter, which had generated an anomalous absence pattern across a three-day window. The Director noted the disruption fell outside the department's operational control and would be documented accordingly. Arno made a note to flag this in his quarterly filing. The asterisk would matter for the comparative record.

Item two: Logistics Realignment, Tier 2-4 Support Functions. This was the most substantive item. 114 positions across data management, administrative logistics, and facilities coordination were being consolidated under a revised efficiency framework, the product of seven months of planning and modeling. Arno had contributed demographic projections for fourteen of the affected positions during the planning phase. The projected outcome was a 1.8% efficiency gain in the affected functions, achieved through consolidation of redundant role overlap and implementation of the updated optimization protocols.

The 114 positions would be addressed across three tranches: 47 by end of Q3, 41 in Q4, and 26 in the first month of the following year. The Director noted that additional resource allocation would be available for the Q4 tranche. Arno noted this in relation to his projection planning. The realignment cases would be handled through the streamlined realignment protocol rather than the full individual review process, the procedurally correct approach for planned organizational restructuring, where the decision logic was structural rather than individual performance-based. Arno ran both kinds of cases. He understood the distinction clearly.

Item three: Updated Social Efficiency Score parameters. The collaborative contribution weighting was being adjusted from 18% to 21%, effective at the start of the next assessment cycle. The revision reflected updated modeling showing collaborative performance to be a stronger long-term predictor than the previous weighting had captured. Arno noted this immediately. Three files in his preliminary review queue would need their assessments revisited against the new weighting. He did not expect the change to alter any of his assessments materially, but due diligence required the check.

Item four: CAD/PROC/ARB-4421, a contract termination recommendation requiring Arbitration review and signatory authorization. The file was in Arno's queue. He had reviewed the preliminary materials over the weekend. Full review was scheduled for Tuesday morning. He noted the agenda item.

Items five, six, and seven were administrative matters: a facilities update, a budget deadline reminder, and notification that the Logic Engine interface was being updated and would be available in its revised configuration Monday afternoon. Arno noted the update. Interface changes occasionally required adjustment. He would review the changelog documentation before his first use.

The briefing concluded at 08:09, three minutes ahead of schedule. Director Senn noted the time with brief satisfaction. On his way out, Arno paused to speak with Pritha about the SES parameter revision and how it affected their mutual queue overlap. They agreed to flag any threshold-adjacent cases for joint preliminary review before the new weighting took effect. This was not formally required, but it was practical and both of them preferred the additional check.

He was at his desk by 08:15.

Arno's Tuesday began at 05:45.

He had not always been an early riser. In his twenties, during his first years at CAD in a junior analysis role, he had kept the schedule his work hours required rather than one he had chosen. The shift had come in his mid-thirties, and he was not entirely sure of its origin. He had simply noticed at some point that the two hours between waking and arriving at the building were the most precise of his day: his thinking was cleaner, less reactive, less accumulated. He had rearranged his schedule to protect those hours and had not regretted the adjustment.

His apartment was on the forty-third floor of a residential block in Sector 7, eleven minutes from the department building by priority transit. He had moved in nine years ago following his first divorce, which had also been his only divorce. He had selected the apartment through the CAD residential portal on the basis of commute time, floor plan geometry, and the building's environmental management rating. He had found he preferred it to the house he had previously shared, which had a garden he had never used and a second sleeping room that had functioned as storage. The apartment suited him. It was 78 square meters. Everything was where it should be.

On one wall of his working space hung a framed print he had owned for twenty years: an architectural rendering of a pre-Cascade administrative complex in the European sector, a study in rational geometry, clean lines and ordered repetition. He had purchased it at an estate transfer early in his career and had carried it through every accommodation since. He was not sentimental about objects as a general rule. He found the print restful, which was a sufficient reason.

He made coffee. He reviewed his agenda. He ate breakfast, which was the same most mornings: grain preparation and a protein block, efficient in preparation time and sufficient for the morning window. He dressed and was out of the apartment at 06:58.

The transit ride was seventeen minutes. He used it to run a cold-eye pass over the preliminary notes he had prepared on CAD/PROC/ARB-4421 over the weekend. This was a practice he had developed early in his arbitration career: review the file once on first reading to establish the factual picture, and once immediately before action to verify that picture remained stable. He had twice found in his first years that overnight reflection had surfaced questions he had not registered on initial review. In both cases, investigation had confirmed rather than altered his preliminary assessment. But he had been right to check. He maintained the practice because standards had value independent of whether they produced results on any given occasion. They were the structure within which precision operated.

The file was in order. His preliminary assessment was sound. The review would be a matter of confirmation.

He arrived at the building at 07:47.

He opened the file at 07:52.

CAD/PROC/ARB-4421. Contract Continuation Assessment, supervisory-initiated. Employee designation: CAD/EMP/THRESH-8807. Assignment: Data Integrity and Archival, Tier 3. Contract tenure: eleven years, four months.

Arno always read tenure first. It was not the most analytically significant data point, but it established context. A long-tenure contract assignment in a Tier 3 position was a particular kind of case: stable, consistent, not oriented toward advancement, functioning as infrastructure rather than dynamic resource. These were not inferior contract holders. The department's efficiency model required them in quantity. Data archival was essential work, and someone had been performing it correctly for eleven years, which the record reflected.

He noted this and moved to the Social Efficiency Score history.

The SES was the composite metric the system used to assess a contract holder's overall alignment with the organizational environment. It incorporated productivity delivery, collaborative contribution, social compliance scoring, and several secondary factors including communication efficiency and resource utilization. The weighting varied by role. For a Tier 3 archival position, the stability and compliance factors carried more weight than leadership and initiative. This was appropriate to the function.

CAD/EMP/THRESH-8807 had maintained a consistent SES between 71 and 76 for the first nine years of the contract. A solid Tier 3 range. The Clean Network access records for the same period showed no anomalies. The productivity records were equally consistent: delivery rates above minimum threshold in every assessment cycle, error rates within acceptable parameters, no supervisory escalations. In nine years, the file contained nothing that would have merited a review of any kind.

The decline began in month 107 of the contract.

The first affected cycle showed a drop from 74 to 69. The supervisory team had recognized this as a deviation from the established baseline and had initiated a preliminary wellness review, which was the appropriate protocol response to a first-cycle deviation in a long-tenure assignment. The review had returned a non-clinical finding with a notation of a personal circumstance factor. The system had recorded this as a Voluntary Social Disruption Event.

Arno read the notation and moved past it.

The classification existed to protect the contract holder. A Voluntary Social Disruption Event was recorded as a notation without being weighted as a performance variable. The framework did not penalize a contract holder for circumstances outside their control; it measured performance outcomes, not their causes. If the outcomes recovered, the notation was archived and carried no ongoing weight. This was the correct design. Arno had always considered it one of the framework's more thoughtful provisions. To investigate the nature of the event would be to introduce a subjective element into a system built on objective metrics, which was precisely what the framework had been designed to prevent. He had seen, in his earlier years, what happened in departments that operated without rigorous frameworks. He had processed the resulting cases.

The outcomes had not recovered.

The second cycle brought the SES to 63. This crossed the 65-point threshold that triggered an escalation assessment. At this point, the supervisory team was required to offer a Remediation Track assessment: a structured recovery program providing modified productivity targets for two cycles, supplemental coaching resources, and elevated check-in frequency. Arno had been involved in revising the Remediation Track parameters during a departmental review three years ago. He considered it a substantive option. The departmental record showed an effectiveness rate of approximately 61% over the preceding four years, which was meaningful: more than half of the assigned personnel who entered the Track returned to threshold-compliant performance within two cycles.

CAD/EMP/THRESH-8807 had declined the Remediation Track and elected Voluntary Continuation.

This was their right. The option existed in recognition that contract holders were better positioned than any external program to understand their own recovery needs and preferences. Some found the Track's monitoring requirements uncomfortable. Some preferred to address performance concerns independently. The framework respected both preferences. Arno had never considered the option's existence a design flaw. He considered it a reflection of appropriate respect for contract holder agency within the system's parameters.

The third cycle returned an SES of 61. Productivity metrics for the same three-cycle window showed delivery rates below minimum threshold in each cycle, with a declining trajectory across all archival function categories, which Arno noted specifically. A localized failure in one function category might indicate a training gap or resourcing issue, a correctable problem rather than a systemic one. A distributed decline across all categories indicated something else. He noted the distinction. It was consistent with the supervisory assessment.

The supervisory assessment cited insufficient alignment with departmental optimization parameters and failure to improve following standard performance notification. The recommendation was contract termination review.

The Logic Engine analysis had been generated on Thursday. The Logic Engine organized the available data into option structures and projected the efficiency outcomes of each. This was a distinction that Arno considered procedurally important: the Logic Engine did not make decisions. It ensured that the decision was made with the full analytical picture in view rather than with an incomplete data set. The decision was his.

The three option structures were: Remediation Track extension, conditional continuation with elevated monitoring and revised threshold parameters, and contract termination. The termination option projected a +0.3% departmental efficiency gain in the short term, cessation of the elevated-monitoring administrative load associated with the case, and no degradation to continuity metrics given the archival function's modular staffing structure. The probability distribution showed an 83% likelihood of full efficiency restoration within one assessment cycle following replacement resourcing.

The other options carried more uncertainty. The Remediation Track extension had been flagged as procedurally available but carried a lower probability profile given that one Track offer had already been declined. The conditional continuation option showed a 34% probability of threshold restoration within two cycles. Both options extended the elevated-monitoring load and deferred the efficiency restoration timeline without improving the projected outcome distributions.

Arno spent a further forty minutes with the file. He reviewed the productivity records at the task level. He reviewed the supervisory documentation for procedural compliance, confirming that the required performance notifications had been issued in the correct sequence and format, and that the timeline of the wellness review had run concurrently with the supervisory record as required. The documentation chain was complete and unbroken.

There was a dependent notation in the file. One registered dependent: a minor, age seven, access-linked to the contract holder's residential, nutritional, and educational allocation tier. Arno paused on this, as he always paused on dependent notations, and confirmed that the standard Dependent Transition Protocol would be triggered automatically upon termination processing. The DTP provided a 30-day transition allocation, during which the dependent's access would be maintained at current levels while the transition service conducted a resourcing review. He made a specific note to flag the file for expedited DTP activation, ensuring the 30-day window began at the point of notification rather than the point of implementation. The difference was 48 hours. In cases with dependents, 48 hours mattered.

He found nothing procedurally irregular. The file was complete. The documentation chain was unbroken. The thresholds that governed the determination had been crossed clearly and verifiably. The contract holder had been offered the available recovery pathway and had exercised their right to decline it.

He flagged the file for the afternoon compliance review with Pritha.

In nineteen years, Arno had had four procedural challenges to his decisions before the departmental review board. None had been upheld.

The compliance review with Pritha took twenty-four minutes.

They worked through the twelve-point checklist in the conference room adjacent to Arno's office. Pritha had her own copy of the file on her panel and worked through it independently. A second reviewer who simply confirmed the first reviewer's work was not providing additional protection; they were providing its appearance. Pritha did not do that. It was one of the professional qualities Arno valued in their working arrangement.

She worked through the documentation chain, verifying the sequence and timestamp compliance. She reviewed the supervisory recommendation independently, cross-referencing the supervisor's procedural record to confirm the notification sequence had been completed according to protocol. She noted the wellness review and the Voluntary Social Disruption Event notation.

"SES was stable for nine years," she said, as an observation.

"Consistently," Arno said.

She noted the Remediation Track offer and the contract holder's declination. She initialed the corresponding fields. She reviewed the Logic Engine documentation and confirmed the option structure was complete.

She paused on the dependent notation. "DTP flag is set?"

"Expedited," Arno said. "Notification-start rather than implementation-start."

She reviewed this in the file and nodded. She completed the checklist and initialed the compliance record in the required eleven locations.

"Eleven years is a long tenure for a Tier 3 case," she said, toward the end of the review.

"The compliance requirements reflect that," Arno said. "The review threshold is five years." This was why they were in this room.

Pritha signed the compliance certification. Arno thanked her.

He returned to his office at 13:47.

He had not taken lunch before the review. He took it at 13:58, later than his usual 12:15. The cafeteria was past peak service.

He ordered his usual. The protein assembly with green grain was still available, which it sometimes was not after 13:30. He noted this as a minor good fortune and did not dwell on it.

He ate at his table by the east window. The atrium below was quieter than at peak hour. A maintenance crew worked on a section of glass paneling at the fourth level, moving with the practiced efficiency of a task they had done many times. He watched them for a moment, not because it was interesting, but because they were there.

He thought about the afternoon. He thought about the Q4 projection. The Tier 2 realignment had complicated the model because the first tranche of cases would be processed under the streamlined realignment protocol, which generated different data footprints from standard arbitration cases. He would need to segment the projection to account for this. He had a meeting with the Director's office at 16:30 and wanted a working model to present rather than a preliminary outline.

He thought briefly about what he would have for dinner. He had been making a noodle dish on Tuesday evenings for approximately two months. He had run out of the required oil the previous week and needed to pick it up from the supply kiosk in his building's lower level. This was already noted in his household replenishment list.

He finished his lunch. On his way out he ran into a colleague from cognitive compliance, a man named Ferrens who had transferred from the Sector 3 department eight months ago and who was the kind of pleasant, competent colleague whose company Arno found undemanding. They spoke briefly about the Logic Engine interface update. Ferrens thought it would require retraining time. Arno had reviewed the changelog and thought it probably would not, for an experienced user, though he acknowledged the answer depended on how deeply embedded one's workflow was in the previous configuration.

He was back at his desk at 14:36.

He opened Form CAD/ARB-7 at 14:38.

The authorization form for a contract termination was a fourteen-field document. He had completed it, by his count, thousands of times. He did not find it routine in the sense of mindless. He found it routine in the sense of practiced: a form with no surprises, whose fields had clear functions, whose completion was a procedural act rather than a deliberative one. The deliberative work was done by the time the form was opened. The form was the record of a completed decision.

He worked through the fields in order. File reference. Decision classification. Basis for determination, with citation to the threshold metrics and supervisory recommendation. Logic Engine reference number. Compliance review certification, referencing Pritha's signature on the compliance record. Dependent protocol flag, confirmed as expedited. Effective date.

He paused on the effective date field for the same moment he always paused on it: not because the date required deliberation, but because the 48-hour implementation window existed for a reason, and it was appropriate to register what that reason was. The notification period was for the assigned. It was the time between knowing and the event itself. The framework had placed it there deliberately. Arno was aware of it each time he set the date.

He entered Thursday at 00:01. He completed the remaining fields.

He reviewed the completed form once before signing, using the same cold-eye attention he applied to anything he was about to authorize. All fourteen fields were complete. The reference numbers matched. The procedural documentation was correctly cited.

He applied his authorization signature at 14:53. The system generated the arbitration reference number: CAD/ARB/C76-2341.

He noted this in his personal record log. This was his 2,341st contract termination authorization. He had kept the count from his first year in the role, as he kept the count of most things that passed through his work. It was not a number that carried weight. It was simply accurate record-keeping, which he considered a professional baseline.

He archived the file and cleared the item from his active queue.

He spent the remaining time before his 16:30 meeting on the Q4 projection, producing a working model sufficient for the Director's meeting. He was satisfied with its structure if not its final numbers, which would need refinement once the realignment tranche data was available.

The Director's meeting ran to 17:08.

He logged off his terminal at 17:19.

The transit car was at standard occupancy for the early evening period. He found his position in the third car. The car ran slightly warmer than his preference. He noted this without taking action on it.

He reviewed the week's remaining items on his panel. Two files in preliminary review. A consultation with cognitive compliance on Wednesday afternoon. The Q4 projection to finalize. The Logic Engine update he had not yet fully explored. A manageable load. The department was running well.

He confirmed that the oil was on his household replenishment list.

The transit arrived at 17:38.

He picked up the oil at the supply kiosk and was in his apartment by 17:50.

He changed clothes. He reviewed his personal correspondence: two items. A residential maintenance notification for Saturday, which he added to his calendar. A communication from a cousin he had not spoken to in three years. He flagged it for a weekend response.

He prepared the noodle dish. The oil was what the recipe required. The preparation took twenty minutes. He ate at his kitchen table with a current events digest open on the display panel. Two items were of passing interest. He read them with moderate attention.

After dinner he worked through his weekly surface maintenance. His apartment had clean surfaces, and he was the reason for this. He found the work calming in a mild, uncomplicated way: a task that required attention without requiring thought, which in the evening was useful.

At 21:22 a routine processing confirmation arrived from the automated system. It confirmed that the CAD/PROC/ARB-4421 administrative sequence was complete: the notification queue was active for Wednesday delivery, the Dependent Transition Protocol was flagged for expedited activation, and all processing sequences were running according to timeline.

The notification included the standard case closure summary. Fourteen fields, matching the authorization form. He reviewed it with the reflex of a man who checked things. The reference number matched his records. The documentation chain was complete. All fields were in order.

In the NAME field, which the case closure summary populated from the personnel record for archive integrity purposes, the summary read:

Yael Voss.

Arno confirmed the reference number against his personal log. It matched. He archived the notification.

He read for a while. He had been working through an administrative history of the post-Cascade infrastructure rebuilding period, a subject he found genuinely interesting. The decisions made in those first decades, under conditions of extreme uncertainty and constraint, had shaped the structural logic of the system he worked within. He found value in understanding the foundations of things he used every day. He read approximately forty pages.

He put the panel down at 22:10.

He was asleep by 22:35, which was within his usual range.

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