MVP Build
project
ef8b4694370131e6
Normalized: mvp build
linear
moreland_contracts
moreland_dashboard
moreland_dashboard_demand
toggl
Entity Properties (gold project table)
project_id
ef8b4694370131e6
name
Park Nuclear - MVP Platform Build [600h]
client_id
f12080cac01fcf0c
billable_rate
—
canonical_metadata
—
created_at
2026-07-14 02:39:12.850781+00:00
updated_at
2026-07-14 02:39:12.850781+00:00
status
active
billable
Yes
recurring
No
squad
—
qa_partner
—
project_manager
—
lead_dev
—
description
—
state
—
team_name
—
closedate
—
dealstage
—
contract_type
—
contract_hourly_rate
—
contract_estimated_hours
—
contract_total_fee
—
alias_name
PLA - Member Portal [600h]
project_manager_alias
—
lead_dev_alias
—
qa_partner_alias
—
40%
Separation Confidence
How distinct this entity is from others. Higher means no close matches existed when it was created. Lower means a near-match was rejected just below the 80% threshold — worth reviewing.
Moderate — a somewhat similar entity exists
82%
Avg Match Confidence
The average confidence score across all active source mappings. Shows overall quality of linkage between source records and this canonical entity.
Good match quality
Source Mappings (9)
| Source | Source ID | Display Name | Confidence | Method | Status | Actions | |
|---|---|---|---|---|---|---|---|
| linear | 63e48c4a-68dc-4049-a2aa-d9d256e11a79 | MVP Build | 1.00 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_linear_projects
id
63e48c4a-68dc-4049-a2aa-d9d256e11a79
name
MVP Build
description
—
team_id
—
team_name
—
state
—
created_at
—
updated_at
—
_dlt_meta
—
|
|||||||
| moreland_contracts | 2e097de53f2d8d956abb9afa953f4fd3 | AI Score MVP Platform Build and MAICON Launch | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_moreland_contracts_ma_project_contracts
file_hash
2e097de53f2d8d956abb9afa953f4fd3
file_name
SmarterX - Moreland Arrangement Letter - AI Score MVP.pdf
file_path
https://morelandpartners.sharepoint.com/sites/MorelandConnect-BusinessDevelopment/Shared%20Documents/Internal%20-%20Business%20Development/SmarterX%20(Marketing%20Artificial%20Intelligence%20Institute)/SmarterX%20-%20Moreland%20Arrangement%20Letter%20-%20AI%20Score%20MVP.pdf
company
Marketing Artificial Intelligence Institute, LLC
project_name
AI Score MVP Platform Build and MAICON Launch
contact_person
Tracy Lewis
contract_type
fixed_fee
hourly_rate
—
estimated_hours
—
total_fee_estimate
—
brief_project_description
Assisting with the build and launch of the AI Score platform MVP, a web assessment platform for benchmarking AI readiness.
start_date
—
extracted_at
2026-10-30T02:07:59.335367+00:00
raw_text_preview
ARRANGEMENT LETTER
MorelandConnect LLC - Arrangement Letter Page 1 of 8
September 4, 2026
Tracy Lewis
Chief Operating Officer
Marketing Artificial Intelligence Institute, LLC
dba SmarterX
812 Huron Road, Suite 780
Cleveland, Ohio 44115
Re: AI Score MVP Platform Build and MAICON Launch
Dear Tracy:
MorelandConnect LLC (“Moreland”) is pleased to provide this Arrangement Letter (“Agreement”)
confirming our consulting services (the “Services”) to assist Marketing Artificial Intelligence
Institute, LLC, doing business as SmarterX (“SmarterX”) with the bu ild and launch of the AI Score
platform MVP (the “Project”).
Background
SmarterX is launching AI Score, a free web assessment platform where individuals and
organizations benchmark their AI readiness and track progress over time. It hosts two locked
instruments, the Business AI Score (iv3.0; 8 pillars, 67 statements) and the Personal AI Score
(iv2.0; 5 pillars, 37 statements), and feeds results into SmarterX’s HubSpot CRM.
SmarterX has authored the content and built a working prototype. Moreland builds the
production platform and data layer. Scope follows the SmarterX developer brief (Draft v1.2,
August 13, 2026) and the MVP cut agreed August 31, 2026. The launch date is MAICON 2026,
October 13 to 15, Cleveland. Work beyond this MVP will be scoped in later Arrangement Letters.
Scope of Services
Moreland will provide consulting services to assist SmarterX with the following:
In Scope
• Guest assessment experience for both instruments with configurable gating. Initial
configuration: an email gate at the start of each assessment, with the Personal AI Score
requiring email only; the gate can be changed as SmarterX learns how people move
through it. Progress survives a browser refresh.
• Individual accounts: registration with email verification and password reset, a dashboard
of latest and historical scores, retakes stored as distinct timestamped attempts, and
downloada
file_created_at
2026-09-08T13:43:04+00:00
file_modified_at
2026-09-08T13:43:04+00:00
created_by
Jeff Kavlick
modified_by
Jeff Kavlick
_dlt_meta
—
|
|||||||
| moreland_dashboard | SmarterX - AI Score MVP Platform Build and MAICON Launch [FF] | SmarterX - AI Score MVP Platform Build and MAICON Launch [FF] | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_moreland_dashboard_md_timetoqb
toggl
SmarterX - AI Score MVP Platform Build and MAICON Launch [FF]
quickbooks
SmarterX
sg_a_spread
True
project_type
Build
billing_type
FF
squad
—
qa_partner
—
project_manager
—
lead_dev
—
|
|||||||
| moreland_dashboard | Park Nuclear - MVP Platform Build [600h] | Park Nuclear - MVP Platform Build [600h] | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_moreland_dashboard_md_timetoqb
toggl
Park Nuclear - MVP Platform Build [600h]
quickbooks
Park Nuclear
sg_a_spread
True
project_type
Build
billing_type
FF
squad
—
qa_partner
—
project_manager
—
lead_dev
—
|
|||||||
| moreland_dashboard_demand | SmarterX - AI Score MVP Platform Build and MAICON Launch [FF] | SmarterX - AI Score MVP Platform Build and MAICON Launch [FF] | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_moreland_dashboard_md_demand
client
SmarterX
project
SmarterX - AI Score MVP Platform Build and MAICON Launch [FF]
demand
—
squad
Firestarter
contract
140
burned
149.75
remaining
-9.75
status
Won
start_date
2026-09-08 00:00:00+00:00
end_date
2026-10-05 00:00:00+00:00
_09_29_10_05
—
_10_06_10_12
—
_10_13_10_19
—
_10_20_10_26
—
_10_27_11_02
—
_11_03_11_09
—
_11_10_11_16
—
_11_17_11_23
—
_11_24_11_30
—
_12_01_12_07
—
_12_08_12_14
—
_12_15_12_21
—
_12_22_12_28
—
_12_29_01_04
—
_01_05_01_11
—
_01_12_01_18
—
_01_19_01_25
—
_01_26_02_01
—
_02_16_02_22
—
_02_23_03_01
—
_02_02_02_08
—
_02_09_02_15
—
_03_02_03_08
—
_03_09_03_15
—
_03_16_03_22
—
_03_23_03_29
—
_12_30_01_05
—
_01_06_01_12
—
_01_13_01_19
—
_01_20_01_26
—
_01_27_02_02
—
_02_03_02_09
—
_02_10_02_16
—
_02_17_02_23
—
_02_24_03_02
—
_03_03_03_09
—
_03_10_03_16
—
_03_17_03_23
—
_03_24_03_30
—
_03_31_04_06
—
_04_07_04_13
—
_04_14_04_20
—
_04_21_04_27
—
_04_28_05_04
—
_05_05_05_11
—
_05_12_05_18
—
_05_19_05_25
—
_05_26_06_01
—
_06_02_06_08
—
_06_09_06_15
—
_06_16_06_22
—
_06_23_06_29
—
_06_30_07_06
—
_07_07_07_13
—
_07_14_07_20
—
_07_21_07_27
—
_07_28_08_03
—
_08_04_08_10
—
_08_11_08_17
—
_08_18_08_24
—
_08_25_08_31
—
_09_01_09_07
—
_09_08_09_14
—
_09_15_09_21
—
_09_22_09_28
—
nan
—
nan_1
—
nan_2
—
nan_3
—
nan_4
—
nan_5
—
type
Project
_03_30_04_05
—
_04_06_04_12
—
_04_13_04_19
—
_04_20_04_26
—
_04_27_05_03
—
_05_04_05_10
—
_05_11_05_17
—
_05_18_05_24
—
_05_25_05_31
—
_06_01_06_07
—
_06_08_06_14
—
_06_15_06_21
—
_06_22_06_28
—
_06_29_07_05
—
_07_06_07_12
—
_07_13_07_19
—
_07_20_07_26
—
_07_27_08_02
—
_08_03_08_09
—
_08_10_08_16
—
_08_17_08_23
—
_08_24_08_30
—
_08_31_09_06
—
_09_07_09_13
30
_09_14_09_20
40
_09_21_09_27
30
_09_28_10_04
40
_10_05_10_11
30
_10_12_10_18
—
_10_19_10_25
—
_10_26_11_01
—
_11_02_11_08
—
_11_09_11_15
—
_11_16_11_22
—
_11_23_11_29
—
_11_30_12_06
—
_12_07_12_13
—
_12_14_12_20
—
_12_21_12_27
—
_12_28_01_03
—
_06_01_06_07__v_double
—
_06_08_06_14__v_double
—
_06_15_06_21__v_double
—
_06_22_06_28__v_double
—
_01_04_01_10
—
_01_11_01_17
—
_01_18_01_24
—
_01_25_01_31
—
_02_01_02_07
—
_02_08_02_14
—
_02_15_02_21
—
_02_22_02_28
—
_03_01_03_07
—
_03_08_03_14
—
_03_15_03_21
—
_03_22_03_28
—
_03_29_04_04
—
_04_05_04_11
—
_04_12_04_18
—
_04_19_04_25
—
_04_26_05_02
—
_05_03_05_09
—
_05_10_05_16
—
_05_17_05_23
—
_05_24_05_30
—
_05_31_06_06
—
_06_07_06_13
—
_06_14_06_20
—
_06_21_06_27
—
_06_28_07_04
—
_07_05_07_11
—
_07_12_07_18
—
_07_19_07_25
—
_07_26_08_01
—
_08_02_08_08
—
_08_09_08_15
—
_08_16_08_22
—
_08_23_08_29
—
_08_30_09_05
—
_09_06_09_12
—
_09_13_09_19
—
_09_20_09_26
—
_09_27_10_03
—
_10_04_10_10
—
_10_11_10_17
—
_10_18_10_24
—
_10_25_10_31
—
_11_01_11_07
—
_11_08_11_14
—
_11_15_11_21
—
_11_22_11_28
—
_11_29_12_05
—
_12_06_12_12
—
_12_13_12_19
—
_12_20_12_26
—
_12_27_01_02
—
|
|||||||
| moreland_dashboard_demand | Park Nuclear - MVP Platform Build [600h] | Park Nuclear - MVP Platform Build [600h] | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_moreland_dashboard_md_demand
client
Park Nuclear
project
Park Nuclear - MVP Platform Build [600h]
demand
—
squad
Knight
contract
600
burned
239.0
remaining
361.0
status
Won
start_date
2026-08-31 00:00:00+00:00
end_date
2027-03-01 00:00:00+00:00
_09_29_10_05
—
_10_06_10_12
—
_10_13_10_19
—
_10_20_10_26
—
_10_27_11_02
—
_11_03_11_09
—
_11_10_11_16
—
_11_17_11_23
—
_11_24_11_30
—
_12_01_12_07
—
_12_08_12_14
—
_12_15_12_21
—
_12_22_12_28
—
_12_29_01_04
—
_01_05_01_11
—
_01_12_01_18
—
_01_19_01_25
—
_01_26_02_01
—
_02_16_02_22
—
_02_23_03_01
—
_02_02_02_08
—
_02_09_02_15
—
_03_02_03_08
—
_03_09_03_15
—
_03_16_03_22
—
_03_23_03_29
—
_12_30_01_05
—
_01_06_01_12
—
_01_13_01_19
—
_01_20_01_26
—
_01_27_02_02
—
_02_03_02_09
—
_02_10_02_16
—
_02_17_02_23
—
_02_24_03_02
—
_03_03_03_09
—
_03_10_03_16
—
_03_17_03_23
—
_03_24_03_30
—
_03_31_04_06
—
_04_07_04_13
—
_04_14_04_20
—
_04_21_04_27
—
_04_28_05_04
—
_05_05_05_11
—
_05_12_05_18
—
_05_19_05_25
—
_05_26_06_01
—
_06_02_06_08
—
_06_09_06_15
—
_06_16_06_22
—
_06_23_06_29
—
_06_30_07_06
—
_07_07_07_13
—
_07_14_07_20
—
_07_21_07_27
—
_07_28_08_03
—
_08_04_08_10
—
_08_11_08_17
—
_08_18_08_24
—
_08_25_08_31
—
_09_01_09_07
—
_09_08_09_14
—
_09_15_09_21
—
_09_22_09_28
—
nan
—
nan_1
—
nan_2
—
nan_3
—
nan_4
—
nan_5
—
type
Project
_03_30_04_05
—
_04_06_04_12
—
_04_13_04_19
—
_04_20_04_26
—
_04_27_05_03
—
_05_04_05_10
—
_05_11_05_17
—
_05_18_05_24
—
_05_25_05_31
—
_06_01_06_07
—
_06_08_06_14
—
_06_15_06_21
—
_06_22_06_28
—
_06_29_07_05
—
_07_06_07_12
—
_07_13_07_19
—
_07_20_07_26
—
_07_27_08_02
—
_08_03_08_09
—
_08_10_08_16
—
_08_17_08_23
—
_08_24_08_30
—
_08_31_09_06
40
_09_07_09_13
40
_09_14_09_20
40
_09_21_09_27
40
_09_28_10_04
40
_10_05_10_11
32
_10_12_10_18
32
_10_19_10_25
32
_10_26_11_01
32
_11_02_11_08
32
_11_09_11_15
32
_11_16_11_22
32
_11_23_11_29
32
_11_30_12_06
32
_12_07_12_13
32
_12_14_12_20
32
_12_21_12_27
32
_12_28_01_03
32
_06_01_06_07__v_double
—
_06_08_06_14__v_double
—
_06_15_06_21__v_double
—
_06_22_06_28__v_double
—
_01_04_01_10
—
_01_11_01_17
—
_01_18_01_24
—
_01_25_01_31
—
_02_01_02_07
—
_02_08_02_14
—
_02_15_02_21
—
_02_22_02_28
—
_03_01_03_07
—
_03_08_03_14
—
_03_15_03_21
—
_03_22_03_28
—
_03_29_04_04
—
_04_05_04_11
—
_04_12_04_18
—
_04_19_04_25
—
_04_26_05_02
—
_05_03_05_09
—
_05_10_05_16
—
_05_17_05_23
—
_05_24_05_30
—
_05_31_06_06
—
_06_07_06_13
—
_06_14_06_20
—
_06_21_06_27
—
_06_28_07_04
—
_07_05_07_11
—
_07_12_07_18
—
_07_19_07_25
—
_07_26_08_01
—
_08_02_08_08
—
_08_09_08_15
—
_08_16_08_22
—
_08_23_08_29
—
_08_30_09_05
—
_09_06_09_12
—
_09_13_09_19
—
_09_20_09_26
—
_09_27_10_03
—
_10_04_10_10
—
_10_11_10_17
—
_10_18_10_24
—
_10_25_10_31
—
_11_01_11_07
—
_11_08_11_14
—
_11_15_11_21
—
_11_22_11_28
—
_11_29_12_05
—
_12_06_12_12
—
_12_13_12_19
—
_12_20_12_26
—
_12_27_01_02
—
|
|||||||
| moreland_dashboard_demand | SmarterX - AI Score MVP Platform Build | SmarterX - AI Score MVP Platform Build | 0.80 | fuzzy+embedding | Active |
|
|
| toggl | 222322634 | SmarterX - AI Score MVP Platform Build and MAICON Launch [FF] | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_toggl_projects
id
222322634
workspace_id
5511582
client_id
69148162
name
SmarterX - AI Score MVP Platform Build and MAICON Launch [FF]
is_private
No
active
Yes
updated_at
2026-09-08T17:48:06+00:00
created_at
2026-09-08T17:48:06+00:00
color
#0b83d9
billable
Yes
template
No
auto_estimates
No
rate
250.0
currency
—
recurring
No
actual_hours
—
actual_seconds
—
client_name
SmarterX
status
active
|
|||||||
| toggl | 221996037 | Park Nuclear - MVP Platform Build [600h] | 0.80 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_toggl_projects
id
221996037
workspace_id
5511582
client_id
68769156
name
Park Nuclear - MVP Platform Build [600h]
is_private
No
active
Yes
updated_at
2026-08-24T19:26:48+00:00
created_at
2026-08-24T19:26:48+00:00
color
#0b83d9
billable
Yes
template
No
auto_estimates
Yes
rate
—
currency
USD
recurring
No
actual_hours
—
actual_seconds
—
client_name
Park Nuclear
status
active
|
|||||||