Transaction Optimization Center

Phase 16advisory onlyreplication required

Phase 16 converts observed closing patterns into governed optimization candidates. Nothing executes: no closing is performed, no transaction state changes, no money moves. Promotion of any candidate requires human approval.

Transaction optimization

18 candidates

append-only registry, 12 categories

cov 84%conf 79%

Closing optimization

9 patterns

212 recorded closings, observed timelines

cov 90%conf 83%

Coordinator optimization

7 workflows

workflow-level only — coordinators never ranked

cov 81%conf 74%

Partner optimization

6 classes

observed interaction timestamps, no reputation scores

cov 69%conf 66%

Playbook optimization

8 playbooks

usage + rework + exception evidence

cov 86%conf 80%

Capacity optimization

5 pools

queue + assignment records, no reassignment

cov 77%conf 72%

Replication

6 REPLICATED

of 18 candidates; 5 replication-required

cov 71%conf 70%

Executive priorities

8 ranked

opportunity + risk queues, evidence-linked

cov 73%conf 69%

Optimization candidate lifecycle — promotion requires human approval

OBSERVED3

pattern seen; no review started

UNDER_REVIEW2

human reviewing observed evidence

SUPPORTED3

evidence supports the pattern at current coverage

REPLICATION_REQUIRED3

needs independent repeat observations

REPLICATED4

repeated across independent files/coordinators

ENTERPRISE_CANDIDATE1

human-approved for enterprise consideration

SUPERSEDED1

replaced by a later candidate version

ARCHIVED1

retired; failed to replicate or no longer used

Optimization candidate registry — append-only

candidate	category	evidence	obs tx	n	cov	conf	risk	dependencies	action	status	replication
OPT-1001 · 2026-03-04 Order title commitment at acceptance, not after inspection	Closing Workflow	commitment-received timestamps vs. contract date	74	74	92%	86%	low — no term change	title company intake	EXPAND_PATTERN	ENTERPRISE_CANDIDATE	REPLICATED
OPT-1002 · 2026-03-19 Payoff request bundled with first lender contact	Dependency Resolution	payoff receipt lag on 61 files with/without bundling	61	61	87%	82%	low	lender contact record	EXPAND_PATTERN	REPLICATED	REPLICATED
OPT-1003 · 2026-04-02 Two-touch weekly cadence on creative-finance files	Communication Workflow	response intervals on 48 sub-to / novation files	48	48	79%	74%	medium — partner load	attorney queue	PILOT	REPLICATION_REQUIRED	PARTIALLY_REPLICATED
OPT-1004 · 2026-04-11 Pre-closing document legibility check at T-7	Quality Review	revision counts on 96 files, before/after checkpoint	96	96	90%	84%	low	document intake	EXPAND_PATTERN	REPLICATED	REPLICATED
OPT-1005 · 2026-04-22 Single-owner exception routing for title defects	Exception Handling	resolution durations across 38 defect exceptions	38	38	74%	71%	medium — queue concentration	issue center	REVIEW	UNDER_REVIEW	PARTIALLY_REPLICATED
OPT-1006 · 2026-05-01 Milestone buffer of 3d on lender-contingent files	Timeline Management	observed slip distribution on 83 financed closings	83	83	88%	80%	low	lender condition tracking	MAINTAIN	SUPPORTED	REPLICATED
OPT-1007 · 2026-05-09 Wholesale assignment playbook v3 step ordering	Playbook	step completion order on 52 assignments	52	52	85%	78%	low	playbook registry	EXPAND_PATTERN	REPLICATED	REPLICATED
OPT-1008 · 2026-05-18 Queue rebalance trigger at observed working-range ceiling	Capacity Planning	queue length vs. escalation counts, 5 pools, 26 weeks	0	26	72%	68%	medium — advisory only, no reassignment	capacity pools	PILOT	REPLICATION_REQUIRED	PARTIALLY_REPLICATED
OPT-1009 · 2026-05-27 Standard inspection-scheduling window (T+2 to T+5)	Coordinator Workflow	scheduling timestamps on 108 files	108	108	89%	81%	low	inspector availability	EXPAND_PATTERN	REPLICATED	REPLICATED
OPT-1010 · 2026-06-03 Second title-company path for creative-finance structures	Partner Coordination	commitment revision counts across 4 title partners	44	44	66%	63%	medium — partner mix change	partner directory	REVIEW	UNDER_REVIEW	FIRST_OBSERVATION
OPT-1011 · 2026-06-11 Capture funding-confirmation timestamps at escrow contact	Measurement Improvement	only 22 of 148 closings carry a funding timestamp	22	148	15%	unknown	measurement gap	escrow evidence intake	PILOT	OBSERVED	INSUFFICIENT_EVIDENCE
OPT-1012 · 2026-06-17 Insurance binder request moved before appraisal order	Risk Reduction	binder lag on 29 files; effect not separable from lender variance	29	29	51%	44%	high — confounded	insurance partner	INSUFFICIENT_EVIDENCE	OBSERVED	FIRST_OBSERVATION
OPT-1013 · 2026-06-24 Daily digest instead of per-event partner emails	Communication Workflow	response latency worsened on 31 files after trial	31	31	63%	60%	low	none	RETIRE_PATTERN	ARCHIVED	FAILED_TO_REPLICATE
OPT-1014 · 2026-07-02 Lease-option playbook v1 step set	Playbook	superseded by v2 with fewer missing steps	17	17	58%	55%	low	playbook registry	RETIRE_PATTERN	SUPERSEDED	REPLICATED
OPT-1015 · 2026-07-08 Dependency pre-flight checklist at stage entry	Dependency Resolution	blocked-stage entries down on 67 files using checklist	67	67	82%	77%	low	state machine evidence	EXPAND_PATTERN	SUPPORTED	PARTIALLY_REPLICATED
OPT-1016 · 2026-07-15 Revalidation triggered on any recorded term change	Quality Review	post-certification changes on 41 certified files	41	41	86%	79%	low	certification center	MAINTAIN	SUPPORTED	REPLICATED
OPT-1017 · 2026-07-21 Commercial closing timeline template (60d baseline)	Timeline Management	only 9 commercial closings observed	9	9	31%	unknown	insufficient sample	commercial workflow	INSUFFICIENT_EVIDENCE	OBSERVED	INSUFFICIENT_EVIDENCE
OPT-1018 · 2026-07-29 Escalation SLA of 24h on unanswered partner requests	Exception Handling	outstanding-request ages across 7 partner classes	57	57	70%	67%	medium — partner relations	follow-up queue	PILOT	REPLICATION_REQUIRED	PARTIALLY_REPLICATED

The registry is append-only. Status changes are recorded as new entries, never edits. Promotion to ENTERPRISE_CANDIDATE requires human approval — TC Pros never promotes automatically.

Closing optimization

dimension	observed	n	trend	recommendation	conf
Timeline stability	68% of files close within ±5d of observed plan	212	IMPROVING	EXPAND_PATTERN	84%
Milestone completion	88% of milestones carry completion evidence	1684	STABLE	MAINTAIN	82%
Exception frequency	1.11 exceptions per closing; 0.74 on checklist files	212	IMPROVING	EXPAND_PATTERN	80%
Dependency resolution	median 5.3d across 12 dependency classes	318	DECLINING	REVIEW	77%
Closing readiness	READY at T-7 on 71% of certified files	164	STABLE	MAINTAIN	78%
Revalidation frequency	0.19 revalidations per certified file	164	STABLE	MAINTAIN	75%
Observed delays	median 4.6d idle per file, 58% of cycle time	212	VOLATILE	PILOT	72%
Operational quality	2.1 document revisions per closing	934	IMPROVING	EXPAND_PATTERN	79%
Funding confirmation	22 of 148 closings carry a funding timestamp	22	INSUFFICIENT_EVIDENCE	INSUFFICIENT_EVIDENCE	unknown

Recommendations only. TC Pros does not execute closings, change milestones, or alter transaction state.

Coordinator optimization — workflows only, never people

Intake & contract verification

MAINTAIN

18 files/wk observed · queue stable, ±2 items · escalations 2 · rework 3

util 81%consistency 88%playbook 92%conf 82%

Title coordination

REVIEW

14 files/wk observed · queue growing 3 consecutive weeks · escalations 7 · rework 6

util 94%consistency 74%playbook 68%conf 79%

Lender condition tracking

PILOT

11 files/wk observed · queue volatile week to week · escalations 5 · rework 5

util 88%consistency 70%playbook 61%conf 75%

Inspection & repair coordination

EXPAND_PATTERN

16 files/wk observed · queue stable · escalations 3 · rework 2

util 76%consistency 85%playbook 87%conf 80%

Creative-finance document assembly

REVIEW

6 files/wk observed · queue stable but thin sample · escalations 4 · rework 5

util 83%consistency 66%playbook 54%conf 64%

Pre-closing quality review

EXPAND_PATTERN

20 files/wk observed · queue stable · escalations 1 · rework 1

util 72%consistency 91%playbook 90%conf 83%

Post-signing recording follow-up

INSUFFICIENT_EVIDENCE

insufficient observation window · queue unknown · escalations 0 · rework 0

util unknownconsistency unknownplaybook unknownconf unknown

Workflows are optimized; coordinators are not. No individual is ranked, scored, or compared. No assignment changes are made here.

Partner optimization — no reputation scores, no rankings

Title companies

MAINTAIN

median 9.4h; p90 31h · exceptions 0.41 per file · delays: commitment revisions on creative-finance structures

dependency 88%docs 84%conf 80%

Attorneys

REVIEW

median 21.6h; p90 68h · exceptions 0.33 per file · delays: sub-to and novation review queues

dependency 79%docs 72%conf 71%

Lenders

PILOT

median 14.2h; p90 52h · exceptions 0.62 per file · delays: condition loops after underwriting

dependency 81%docs 77%conf 74%

Inspectors

EXPAND_PATTERN

median 5.1h; p90 18h · exceptions 0.11 per file · delays: none observed above threshold

dependency 93%docs 86%conf 78%

Insurance

REVIEW

median 11.8h; p90 40h · exceptions 0.18 per file · delays: binder issuance on vacant properties

dependency 75%docs 70%conf 66%

Vendors (survey, HOA, utilities)

INSUFFICIENT_EVIDENCE

insufficient observed timestamps · exceptions unknown · delays: unknown

dependency unknowndocs unknownconf unknown

Observed coordination signals only. No reputation scores, no partner rankings, no vendor grades are produced or published.

Playbook optimization — replication required before enterprise adoption

playbook	usage	consistency	rework	exception reduction	timeline	dependency	replication	recommendation	conf
Standard purchase v4	96	93%	7%	-24% vs. non-playbook files	-3.8d median	median 4.1d	REPLICATED	EXPAND_PATTERN	86%
Wholesale assignment v3	52	88%	11%	-18%	-2.6d median	median 3.4d	REPLICATED	EXPAND_PATTERN	81%
Double close v2	27	80%	19%	-9%	-0.9d median	median 6.8d	PARTIALLY_REPLICATED	REVIEW	70%
Sub-to v2	31	76%	22%	-6%	no observed change	median 8.2d	PARTIALLY_REPLICATED	PILOT	68%
Seller financing v2	24	82%	15%	-12%	-1.7d median	median 5.9d	PARTIALLY_REPLICATED	REVIEW	69%
Novation v1	14	71%	27%	not separable from attorney queue	unknown	median 9.6d	FIRST_OBSERVATION	REVIEW	55%
Lease option v2	11	74%	24%	unknown	unknown	median 7.1d	INSUFFICIENT_EVIDENCE	INSUFFICIENT_EVIDENCE	unknown
Land v1	9	unknown	unknown	unknown	unknown	unknown	INSUFFICIENT_EVIDENCE	INSUFFICIENT_EVIDENCE	unknown

A playbook is never adopted enterprise-wide on a single strong closing. Replication across independent files and coordinators is required first.

Capacity optimization — no automatic reassignment

pool	utilization	observed capacity	availability	forecast acc	backlog	distribution	constraints	recommendation	conf
Residential purchase pool	84%	62–74 concurrent files observed	5 coordinators active	81%	stable 6 weeks	even within observed range	none observed	MAINTAIN	80%
Creative finance pool	96%	18–24 concurrent files observed	2 coordinators active	68%	growing 3 consecutive weeks	concentrated	attorney review queue	PILOT	73%
Wholesale pool	78%	26–34 concurrent files observed	3 coordinators active	79%	stable	even	none observed	MAINTAIN	77%
Commercial pool	61%	insufficient observation window	1 coordinator active	unknown	unknown	unknown	sample below threshold	INSUFFICIENT_EVIDENCE	unknown
Quality review pool	72%	40–52 reviews/wk observed	shared	83%	stable	even	none observed	EXPAND_PATTERN	79%

Capacity guidance is advisory. TC Pros performs no automatic reassignment and changes no coordinator assignments.

Process optimization — advisory

stage	duration	approval flow	dependency	quality review	consistency	exception recovery	revalidation	recommendation	conf
Accepted → Opened	median 0.9d	1 approval observed	median 1.2d	contract completeness	91%	median 0.6d	rare	MAINTAIN	85%
Opened → Title ordered	median 1.6d	no approval required	median 2.4d	order confirmation evidence	86%	median 1.1d	rare	EXPAND_PATTERN	83%
Title ordered → Commitment	median 7.8d	no approval required	median 7.8d	commitment legibility	72%	median 4.2d	on revision	REVIEW	79%
Inspection → Resolution	median 6.1d	1 human approval	median 4.8d	repair evidence	80%	median 3.4d	occasional	MAINTAIN	78%
Lender conditions → Clear to close	median 9.4d	2 approvals observed	median 8.9d	condition satisfaction evidence	68%	median 5.6d	frequent	PILOT	76%
Clear to close → Signing	median 3.2d	1 human approval	median 2.1d	final figures reconciliation	84%	median 1.4d	on any term change	MAINTAIN	81%
Signing → Recorded	median 1.8d	no approval required	median 1.5d	recording confirmation	79%	median 2.2d	rare	REVIEW	71%

Process recommendations remain advisory. No stage advances, no approval is granted, and no evidence is created by this view.

Transaction pattern intelligence & replication

Fast closing pattern

REPLICATED

title ordered ≤2d after acceptance closes 6.2d faster (median)

occurrences 74independent coordinators 6cov 92%conf 86%

Low exception pattern

PARTIALLY_REPLICATED

dependency pre-flight checklist files show 0.74 exceptions vs. 1.31

occurrences 67independent coordinators 5cov 82%conf 77%

Strong dependency pattern

REPLICATED

bundled payoff + lender contact resolves 3.1d sooner

occurrences 61independent coordinators 5cov 87%conf 82%

Efficient playbook pattern

REPLICATED

purchase v4 completion consistency 0.93 across all pools

occurrences 96independent coordinators 7cov 90%conf 86%

Capacity stability pattern

PARTIALLY_REPLICATED

pools below 0.85 utilization show flat backlog for ≥6 weeks

occurrences 3independent coordinators 3cov 70%conf 68%

Coordinator workflow pattern

REPLICATED

T+2..T+5 inspection window reduces reschedules by observed 41%

occurrences 108independent coordinators 6cov 89%conf 81%

Digest-communication pattern

FAILED_TO_REPLICATE

batching partner emails increased median response latency

occurrences 31independent coordinators 3cov 63%conf 60%

Commercial timeline pattern

INSUFFICIENT_EVIDENCE

too few commercial closings to characterise

occurrences 9independent coordinators 2cov 31%conf unknown

A pattern seen once is FIRST_OBSERVATION, not guidance. Enterprise guidance requires REPLICATED status across independent files and coordinators.

Optimization cohorts — conditions, never individuals

dimension	cohort	n	min	observed	conf
Transaction type	Standard purchase	96	30	median 31.1d, 0.9 exceptions/file	86%
Transaction type	Sub-to	31	30	median 41.6d, 1.7 exceptions/file	70%
Property type	Single family	168	30	median 32.4d	85%
Property type	Multi-familybelow threshold	22	30	below observation threshold	unknown
Playbook	Purchase v4	96	30	rework 0.07	86%
Region	Metro core	121	30	median 30.8d	83%
Region	Ruralbelow threshold	18	30	below observation threshold	unknown
Timeline	≤30d contracts	64	30	82% closed within contract window	80%
Partner mix	Title partner A + inspector pool 1	57	30	0.31 exceptions/file	74%
Coordinator workflow	Pre-closing quality review	88	30	2.1 → 1.4 revisions/file	81%
Exception profile	Title-defect files	38	30	median 9.7d to resolution	72%
Exception profile	Wire-instruction exceptionsbelow threshold	6	30	below observation threshold	unknown

Cohorts compare operational conditions, never individuals. Cohorts below the minimum observation threshold return unknown rather than a conclusion.

Executive opportunity queue

#1 Expand title-at-acceptance ordering enterprise-wide

EXPAND_PATTERN

Workflow improvement · OPT-1001 · 74 files · 6 coordinators

cov 92%conf 86%

#2 Adopt purchase playbook v4 as default for all standard files

EXPAND_PATTERN

Playbook improvement · 96 files · rework 0.07 · REPLICATED

cov 90%conf 86%

#3 Roll out dependency pre-flight checklist

EXPAND_PATTERN

Workflow improvement · OPT-1015 · 67 files · exceptions 1.31 → 0.74

cov 82%conf 77%

#4 Standardise inspection scheduling window

EXPAND_PATTERN

Replication candidate · OPT-1009 · 108 files · REPLICATED

cov 89%conf 81%

#5 Add coordinator capacity to creative-finance pool

PILOT

Capacity improvement · 0.96 utilization · backlog growth 3 weeks

cov 72%conf 73%

#6 Pilot 24h escalation SLA on partner requests

PILOT

Replication candidate · OPT-1018 · 57 files · PARTIALLY_REPLICATED

cov 70%conf 67%

#7 Capture funding-confirmation timestamps

PILOT

Measurement improvement · OPT-1011 · 22 of 148 closings instrumented

cov 15%conf unknown

#8 Instrument commercial closings to reach threshold

INSUFFICIENT_EVIDENCE

Measurement improvement · 9 observed closings · below threshold of 30

cov 31%conf unknown

Executive risk queue

#1 Title commitment stage drifting slower over 8 weeks

Process drift

median 6.4d → 7.8d, 118 observations · exposure: affects 46 open files

cov 86%conf 81%

#2 Creative-finance pool at observed capacity ceiling

Capacity risk

0.96 utilization, backlog +3 weeks · exposure: 18–24 concurrent files

cov 72%conf 73%

#3 Lender condition loops driving revalidations

Dependency risk

median 9.4d stage, revalidation frequent · exposure: 83 financed closings

cov 80%conf 76%

#4 Attorney review queue on sub-to / novation

Dependency risk

p90 response 68h across 45 files · exposure: 45 files

cov 69%conf 71%

#5 Funding-confirmation measurement gap

Measurement gap

85% of closings lack a funding timestamp · exposure: portfolio-wide reporting

cov 15%conf unknown

#6 Two candidates stalled in REPLICATION_REQUIRED >45d

Replication risk

OPT-1003, OPT-1008 · exposure: delays enterprise adoption

cov 70%conf 68%

#7 Creative-finance document assembly consistency 0.66

Workflow instability

thin sample, 6 files/wk · exposure: 31 open files

cov 61%conf 64%

#8 Exception recovery on title defects at median 9.7d

Exception risk

38 defect exceptions observed · exposure: 38 files

cov 74%conf 72%

Both queues are advisory and evidence-backed. Nothing here changes a transaction, an assignment, or a partner relationship.

Trend intelligence

measure	window	obs	trend	observed	conf
Timeline performance	180d	212	IMPROVING	median 36.1d → 33.4d	84%
Playbook adoption	180d	264	IMPROVING	62% → 79% of files on a playbook	82%
Capacity stability	26 weeks	130	VOLATILE	creative-finance pool swings 0.71–0.96	70%
Dependency health	180d	318	DECLINING	median 4.6d → 5.3d	77%
Exception trends	180d	236	IMPROVING	1.34 → 1.11 per closing	80%
Operational consistency	180d	1684	STABLE	milestone evidence 87% → 88%	81%
Closing efficiency	180d	212	IMPROVING	idle share 63% → 58% of cycle time	75%
Commercial closing timelines	180d	9	INSUFFICIENT_EVIDENCE	below observation threshold	unknown

Trend conclusions require sufficient observations. Below threshold the trend is INSUFFICIENT_EVIDENCE — never a guess.

Predictive advisory — never executes

Likely timeline delay

TX-2041 (sub-to, attorney review open 6d)

evidence: 45 comparable files, p50 slip 4.8d

cov 74%conf 71%

Likely dependency issue

TX-2058 (payoff not requested by day 5)

evidence: 61 comparable files, payoff lag +3.1d

cov 82%conf 78%

Likely capacity constraint

Creative finance pool, next 3 weeks

evidence: utilization 0.96, backlog +3 weeks

cov 72%conf 70%

Likely exception

TX-2063 (vacant property, binder pending)

evidence: 29 comparable files, 0.44 exception rate

cov 58%conf 52%

Likely revalidation

TX-2049 (certified, lender condition added)

evidence: 41 certified files with post-cert changes

cov 86%conf 79%

Likely workflow bottleneck

Title commitment stage, next 4 weeks

evidence: 8-week drift 6.4d → 7.8d

cov 86%conf 81%

Likely funding delay

portfolio-wide

evidence: insufficient funding timestamps to predict

cov 15%conf unknown

Predictions are advisory signals for human review. They never execute operational changes, reassign work, or alter a closing.

Optimization change impact — shown before any optimization

change	closings	playbooks	coordinators	partners	dependencies	assistant reqs	expected impact	conf
Adopt title-at-acceptance ordering enterprise-wide	46	4	7	4	3	12	observed -6.2d median on comparable files	86%
Default all standard files to purchase playbook v4	61	1	7	5	6	9	rework 0.14 → 0.07 observed on adopters	84%
Roll out dependency pre-flight checklist	74	6	7	6	12	15	exceptions 1.31 → 0.74 observed	77%
Pilot 24h partner escalation SLA	57	5	6	6	8	22	unknown — partner load effect not observed	50%
Add second title path for creative finance	31	3	2	2	4	7	commitment revisions -0.6/file on partner B files	63%
Retire daily-digest partner communication	31	0	3	5	2	4	restores median response latency to 9.4h	60%

Change impact is displayed before any optimization is considered. Displaying impact is not approval — humans approve, TC Pros does not.

Optimization scenarios — advisory models, no execution

Increase closing volume +25%

history: Q1 volume step of +19% on 212 closings

impact: queue utilization 0.84 → ~0.99 in residential pool

constraints: title partner intake, quality review pool

cov 81%conf 75%

Introduce novation playbook v2

history: v1 on 14 files, consistency 0.71

impact: unknown until ≥30 observations

constraints: attorney review queue

cov 42%conf unknown

Expand coordinator capacity in creative finance

history: prior pool expansion in wholesale, 2025-Q4

impact: backlog flattened within 4 weeks previously

constraints: onboarding ramp observed at 5–7 weeks

cov 70%conf 68%

Partner change: second title path

history: 44 files across 4 title partners

impact: commitment revision count -0.6/file observed

constraints: creative-finance familiarity varies

cov 66%conf 63%

Process simplification: merge two approval steps

history: clear-to-close stage, 2 approvals observed

impact: median -1.1d; governance impact unknown

constraints: policy registry review required

cov 64%conf 58%

Reduce exception rates to 0.8/closing

history: checklist cohort already at 0.74

impact: requires checklist coverage 42% → 85%

constraints: coordinator training window

cov 78%conf 72%

Scenarios are advisory models over observed history. No scenario executes, schedules, or reassigns anything.

Optimization replay — append-only

2026-08-08 14:22

Optimization candidate

OPT-1001 — Human review recorded — approved as ENTERPRISE_CANDIDATE

Human · Ops lead · outcome: promotion recorded; no automatic rollout

2026-08-07 11:05

Transaction

TX-2041 — Replayed timeline: attorney review 6d, no term change

System · replay · outcome: evidence attached to OPT-1003

2026-08-06 16:48

Playbook

Purchase v4 — Replication check across 7 coordinators

System · replication · outcome: REPLICATED

2026-08-05 09:31

Coordinator workflow

Title coordination — Queue stability recomputed from assignment records

System · observation · outcome: growing 3 consecutive weeks

2026-08-04 15:12

Partner coordination

Title partner B — Commitment revision counts recomputed

System · observation · outcome: no reputation score produced

2026-08-03 10:04

Optimization candidate

OPT-1013 — Replication attempt on 31 files

Human · Ops lead · outcome: FAILED_TO_REPLICATE → ARCHIVED

2026-08-02 13:57

Optimization candidate

OPT-1008 — Human review deferred pending 2 more weeks of queue data

Human · Capacity lead · outcome: remains REPLICATION_REQUIRED

2026-08-01 08:40

Learning package

LP-004 — Submitted to Assistant for organizational learning review

Human · Ops lead · outcome: submitted — TC Pros does not publish learning directly

Replay is append-only. Entries are never edited or deleted; corrections are appended as new entries.

Optimization calibration — predicted vs. observed

measure	predicted	observed	delta	n	conf
Closing timeline (residential)	median 32.0d	median 33.4d	+1.4d	168	84%
Closing timeline (creative finance)	median 39.0d	median 41.6d	+2.6d	31	70%
Capacity utilization (residential)	0.80	0.84	+0.04	26	79%
Capacity utilization (creative finance)	0.86	0.96	+0.10	26	68%
Exception rate (portfolio)	1.05 / closing	1.11 / closing	+0.06	212	80%
Exception rate (checklist cohort)	0.80 / closing	0.74 / closing	-0.06	67	77%
Commercial timeline	not predicted	insufficient observations	unknown	9	unknown

Historical predictions are immutable. Calibration compares what was predicted at the time against what was later observed.

Organizational learning packages — submitted through Assistant only

package	type	evidence	tx	n	cov	conf	replication	known limitations	submission
LP-001 Title-at-acceptance closing pattern	Closing Pattern	commitment timestamps vs. contract dates	74	74	92%	86%	REPLICATED	metro-core heavy; rural sample below threshold	Submitted to Assistant 2026-08-01
LP-002 Purchase playbook v4 step set	Playbook Pattern	step completion + rework records	96	96	90%	86%	REPLICATED	not validated on commercial files	Submitted to Assistant 2026-08-03
LP-003 Inspection scheduling window T+2..T+5	Coordinator Workflow Pattern	scheduling and reschedule timestamps	108	108	89%	81%	REPLICATED	inspector availability varies by region	Submitted to Assistant 2026-08-05
LP-004 Bundled payoff + lender contact	Dependency Resolution Pattern	payoff receipt lag distribution	61	61	87%	82%	REPLICATED	single-lien files only	Submitted to Assistant 2026-08-01
LP-005 Pool utilization ceiling at 0.85	Capacity Planning Pattern	queue length vs. escalation counts	0	130	72%	68%	PARTIALLY_REPLICATED	3 pools only; commercial pool unknown	Draft — awaiting replication
LP-006 Single-owner title-defect recovery	Exception Recovery Pattern	defect resolution durations	38	38	74%	71%	PARTIALLY_REPLICATED	queue concentration risk not measured	Draft — awaiting replication
LP-007 Commercial closing baseline	Closing Pattern	9 observed commercial closings	9	9	31%	unknown	INSUFFICIENT_EVIDENCE	below minimum observation threshold	Not submitted — insufficient evidence

Every learning package is traceable to observed transactions and is submitted through Assistant only. TC Pros never publishes organizational learning directly.

Executive optimization brief

Closing health

conf 84%

STABLE — improving timelines

median 33.4d, 212 closings, idle share 58%

Workflow health

conf 79%

MIXED — title coordination under strain

consistency 0.74, queue growing 3 weeks

Capacity health

conf 73%

CONSTRAINED in creative finance

0.96 utilization, backlog +3 weeks

Dependency health

conf 77%

DECLINING

median resolution 4.6d → 5.3d over 180d

Optimization opportunities

conf 80%

4 high-confidence, 2 pilots

opportunity queue ranks 1–6

Replication candidates

conf 70%

3 awaiting replication

OPT-1003, OPT-1008, OPT-1018

Measurement gaps

conf unknown

2 material gaps

funding timestamps 15%; commercial n=9

Top risks

conf 78%

process drift + capacity ceiling

risk queue ranks 1–3

Recommendations only. The brief informs human decisions; it authorises nothing.

Transaction optimization scorecards

scope	observed evidence	n	cov	conf	replication
Closings	median 33.4d; 88% milestone evidence	212	90%	83%	REPLICATED
Playbooks	8 playbooks; adoption 79%	264	86%	80%	PARTIALLY_REPLICATED
Coordinators	7 workflows; no individual scoring	7	81%	74%	PARTIALLY_REPLICATED
Partners	6 classes; response + completion only	6	69%	66%	PARTIALLY_REPLICATED
Capacity	5 pools; 26 weeks of queue records	130	77%	72%	PARTIALLY_REPLICATED
Processes	7 stages with duration + approval evidence	212	84%	79%	REPLICATED
Optimization	18 candidates; 6 replicated	18	71%	70%	PARTIALLY_REPLICATED
Enterprise transaction optimization	org rollup across all scopes above	212	78%	73%	PARTIALLY_REPLICATED

Every scorecard exposes observed evidence, sample size, coverage, confidence and replication state. Unknown remains unknown.

Transaction optimization matrix

entity	type	observed performance	replication	cov	conf	recommended action
Standard purchase closings	Closing	median 31.1d, 0.9 exceptions/file	REPLICATED	92%	86%	EXPAND_PATTERN
Sub-to closings	Closing	median 41.6d, 1.7 exceptions/file	PARTIALLY_REPLICATED	74%	70%	REVIEW
Commercial closings	Closing	below observation threshold	INSUFFICIENT_EVIDENCE	31%	unknown	INSUFFICIENT_EVIDENCE
Purchase v4	Playbook	consistency 0.93, rework 0.07	REPLICATED	90%	86%	EXPAND_PATTERN
Lease option v2	Playbook	11 uses, consistency 0.74	INSUFFICIENT_EVIDENCE	44%	unknown	INSUFFICIENT_EVIDENCE
Pre-closing quality review	Workflow	revisions 2.1 → 1.4	REPLICATED	88%	83%	EXPAND_PATTERN
Title coordination	Workflow	consistency 0.74, queue growing	PARTIALLY_REPLICATED	79%	75%	REVIEW
Residential purchase pool	Capacity	0.84 utilization, backlog stable	REPLICATED	83%	80%	MAINTAIN
Creative finance pool	Capacity	0.96 utilization, backlog +3 weeks	PARTIALLY_REPLICATED	72%	73%	PILOT
Title companies	Partner	median 9.4h response, 0.88 completion	REPLICATED	84%	80%	MAINTAIN
Attorneys	Partner	median 21.6h response, 0.79 completion	PARTIALLY_REPLICATED	69%	71%	REVIEW
Title ordered → Commitment	Process	median 7.8d, drifting slower	REPLICATED	86%	81%	REVIEW
Clear to close → Signing	Process	median 3.2d, consistency 0.84	REPLICATED	85%	81%	MAINTAIN
Daily digest communication	Workflow	response latency worsened	FAILED_TO_REPLICATE	63%	60%	RETIRE_PATTERN

Matrix recommendations are advisory. Entities without replication evidence never receive an expansion recommendation.

Cross-app consumption — published contracts only

Lead List Pros

leads.pipeline_volume.v1

expected inbound volume for capacity scenarios

Deal Flow Pros

deal.accepted_contract.v1

transaction entry evidence — deal state stays in Deal Flow

Seasonal Service Pros

seasonal.service_window.v1

regional scheduling constraints for inspections

Connect Pros

connect.partner_directory.v1

partner class identity only — no reputation data

Operations

ops.workforce_availability.v1

coordinator availability for capacity observation

Accounting Pros

acct.closing_settlement.v1

the only source of financial metrics

Assistant Pros

assistant.learning_submission.v1

the only channel for organizational learning

Only published contracts are consumed — never another application's internal tables. Financial metrics originate only from approved Accounting contracts. Assistant Pros remains the sole orchestrator.

Phase 16 governance

TC Pros owns

Transaction OptimizationClosing OptimizationCoordinator OptimizationPlaybook OptimizationProcess OptimizationCapacity OptimizationOperational LearningEnterprise Transaction Intelligence

TC Pros does not own

Deal negotiation / deal stateCapital movementAccountingCRM mutationDocument executionCross-app orchestrationOrganization-wide learning publication

invariants

· Everything is advisory — nothing executes closings
· No transaction state is modified
· No money moves
· Coordinators are never ranked; partners never receive reputation scores
· One successful closing never becomes policy — replication is required
· Promotion of optimization candidates requires human approval
· Registry, replay and calibration are append-only and immutable
· Unknown remains unknown
· Learning is submitted through Assistant only

Published Phase 16 contracts

tc.transaction_optimization.v1

candidate_id · category · status · replication · coverage · confidence · recommended_action

tc.closing_optimization.v1

dimension · observed · n · trend · recommendation · confidence

tc.playbook_optimization.v1

playbook · usage · completion_consistency · rework · replication · recommendation · confidence

tc.capacity_optimization.v1

pool · queue_utilization · backlog_stability · constraints · recommendation · confidence

tc.partner_optimization.v1

partner_class · response_consistency · dependency_completion · recommendation · confidence

tc.organizational_learning.v1

package_id · type · supporting_transactions · sample_size · coverage · confidence · replication · limitations

tc.executive_optimization.v1

section · verdict · evidence · confidence

tc.transaction_optimization_scorecards.v1

scope · observed_evidence · sample_size · coverage · confidence · replication

Applications consume published contracts only. Assistant Pros remains the sole orchestrator.