Entity & Knowledge Graph - Scrums.com Docs

Status: Draft skeleton — 5% complete. All fields marked VERIFY require human verification before going live. Do not inject into production <head> or submit to search engines until status = complete.

Schema.org Organization

Field	Value
`@context`	`https://schema.org`
`@type`	`Organization`
`@id`	`https://scrums.com`
`name`	Scrums.com
`url`	`https://scrums.com`
`legalName`	VERIFY
`alternateName`	Scrums, SEOP, Software Engineering Orchestration Platform, VERIFY
`foundingDate`	VERIFY
`previousName`	SovTech
`dateModified`	VERIFY (rebrand date)
`slogan`	Software Engineering. Sorted. / VERIFY secondary tagline
`description`	VERIFY
`abstract`	VERIFY
`disambiguatingDescription`	VERIFY
`tagline`	VERIFY

Logo

Field	Value
`logo.@type`	ImageObject
`logo.url`	VERIFY
`logo.contentUrl`	VERIFY
`logo.width`	VERIFY
`logo.height`	VERIFY
`logo.encodingFormat`	VERIFY (image/svg+xml or image/png)

Primary Image

Field	Value
`image.url`	VERIFY
`image.contentUrl`	VERIFY
`image.width`	VERIFY
`image.height`	VERIFY
`image.caption`	VERIFY

Founder

Field	Value
`@id`	`https://scrums.com/about#kareem-mahomed`
`name`	Kareem Mahomed
`givenName`	Kareem
`familyName`	Mahomed
`jobTitle`	Founder & CEO
`email`	VERIFY
`telephone`	VERIFY
`description`	VERIFY
`abstract`	VERIFY
`url`	VERIFY
`image`	VERIFY
`alumniOf`	VERIFY
`birthDate`	VERIFY
`nationality`	VERIFY
`address.addressCountry`	VERIFY

knowsAbout: Software Engineering Orchestration, VERIFY × 3sameAs (Founder): LinkedIn VERIFY · Twitter/X VERIFY · GitHub VERIFY · Other VERIFY

Employees & Organisation

Name	Job Title
Kareem Mahomed	CEO
VERIFY	VERIFY
VERIFY	VERIFY

Field	Value
`numberOfEmployees.value`	VERIFY
`numberOfEmployees.minValue`	VERIFY
`numberOfEmployees.maxValue`	VERIFY
`numberOfEmployees.dateModified`	VERIFY
`parentOrganization`	VERIFY
`subOrganization`	VERIFY
`legalForm`	VERIFY
`memberOf`	VERIFY × 2

Address & Contact

Postal Address

Field	Value
`streetAddress`	VERIFY
`addressLocality`	Johannesburg
`addressRegion`	Gauteng
`postalCode`	VERIFY
`addressCountry`	ZA

Geo

Field	Value
`latitude`	VERIFY
`longitude`	VERIFY

Contact Points

Type	Email	Phone	URL
Customer Service	VERIFY	VERIFY	VERIFY
Sales	VERIFY	VERIFY	VERIFY
Technical Support	VERIFY	VERIFY	VERIFY
Billing	VERIFY	—	VERIFY

Field	Value
`telephone`	VERIFY
`email`	VERIFY
`faxNumber`	VERIFY

Legal Identifiers

Identifier	Value
`taxID`	VERIFY
`vatID`	VERIFY
`duns`	VERIFY
`globalLocationNumber`	VERIFY
`leiCode`	VERIFY
Company Registration Number	VERIFY
`naics`	VERIFY
`isicV4`	VERIFY
`sicCode`	VERIFY

Products

Product	`@id`	Type	Category
Dedicated Teams	`https://scrums.com/products/dedicated-teams`	Product	Service
Staff Augmentation	`https://scrums.com/products/staff-augmentation`	Product	Service
PDaaS (Product Delivery as a Service)	`https://scrums.com/products/pdaas`	Product	Service
Scrums.AI	`https://scrums.com/products/scrums-ai`	SoftwareApplication	BusinessApplication

Scrums.AI details:

Field	Value
`operatingSystem`	Web-based
`softwareRequirements`	GitHub, Jira, Linear (integrations)
`softwareVersion`	VERIFY
`permissions`	VERIFY
`installUrl`	VERIFY
`downloadUrl`	VERIFY

Field	Value
`priceRange`	VERIFY
`priceCurrency`	VERIFY
`paymentAccepted`	VERIFY

Ratings, Reviews & Customers

Aggregate Rating

Field	Value
`ratingValue`	VERIFY
`bestRating`	5
`worstRating`	1
`ratingCount`	VERIFY
`reviewCount`	VERIFY

Reviews

Rating	Author	Body	Date	Platform
VERIFY	VERIFY	VERIFY	VERIFY	VERIFY
VERIFY	VERIFY	VERIFY	VERIFY	VERIFY

Customers

Name	URL
VERIFY	VERIFY
VERIFY	—
VERIFY	—

Brand, Accreditations & Awards

Field	Value
`brand.name`	Scrums.com
`brand.slogan`	Software Engineering. Sorted.
`brand.logo`	VERIFY

Accreditations

Standard	Status	Certificate #	Valid From	Expiry
ISO 27001	VERIFY	VERIFY	VERIFY	VERIFY
SOC 2	VERIFY (Type I/II)	—	VERIFY	—
GDPR Compliance	VERIFY	—	—	—
VERIFY other	VERIFY	—	—	—

Awards: VERIFY name · VERIFY description · VERIFY date

Market Positioning

Areas Served: North America · United Kingdom · South Africa · VERIFYIndustries: VERIFY × 4Application Categories: DeveloperApplication · BusinessApplication · VERIFYTarget Audiences

Audience Type	Geography
VERIFY (e.g., CTO)	VERIFY
VERIFY	—
VERIFY	—

knowsAbout: Software Engineering Orchestration · Delivery Intelligence · AI Agents · VERIFY × 5featureList: VERIFY × 6result (customer outcomes): VERIFY × 5measurementTechnique: VERIFY × 3

Platform	URL
LinkedIn	`https://linkedin.com/company/scrums`
Twitter/X	`https://twitter.com/scrumsdotcom`
GitHub	VERIFY
Crunchbase	VERIFY
Wikipedia	VERIFY
Wikidata	VERIFY
G2	VERIFY
Clutch	VERIFY
Capterra	VERIFY
Gartner Peer Insights	VERIFY
Product Hunt	VERIFY
AngelList	VERIFY
TrustRadius	VERIFY
BuiltWith	VERIFY
StackShare	VERIFY
Facebook	VERIFY
Instagram	VERIFY
YouTube	VERIFY
Medium/Blog	VERIFY
Substack	VERIFY

Events, Actions & Policies

Events: VERIFY name · VERIFY description · VERIFY date · VERIFY locationPotential Actions

Action	Description
Hire developers	VERIFY description
VERIFY	VERIFY
VERIFY	VERIFY
VERIFY	VERIFY

Policies

Policy	URL
Terms of Service	VERIFY
Privacy Policy	VERIFY
Cookie Policy	VERIFY
Disclaimer	VERIFY
Diversity Policy	VERIFY
Ethics Policy	VERIFY
Publishing Principles	VERIFY
Security Contact	VERIFY

Content & Work Examples

keywords: VERIFY × 10about: VERIFY × 2workExample (case studies)

Name	Description	URL
VERIFY	VERIFY	VERIFY
VERIFY	—	VERIFY

subjectOf (media coverage)

Article	Publisher	Date	URL
VERIFY	VERIFY	VERIFY	VERIFY

Field	Value
`temporalCoverage`	VERIFY (e.g., 2010/2025)
`spatialCoverage`	VERIFY
`datePublished`	VERIFY
`dateModified`	2025-04-01
`dateCreated`	VERIFY
`softwareVersion`	VERIFY
`releaseNotes`	VERIFY
`softwareHelp`	VERIFY
`operatingSystem`	VERIFY

Funding

Field	Value
`funder`	VERIFY
`funding.amount.currency`	VERIFY
`funding.amount.value`	VERIFY
`funding.datePublished`	VERIFY

LLM Layer (`_llm`)

Field	Value
`entity_type`	organization
`entity_subtype`	VERIFY (B2B SaaS, Platform, etc.)
`category_anchor`	Software Engineering Orchestration Platform (SEOP)
`differentiation`	VERIFY
`competitive_moat`	VERIFY
`positioning_statement`	VERIFY

Category Synonyms: Software Delivery Platform · Engineering Operations Platform · VERIFY × 2Category Related: VERIFY (e.g., DevOps Platform) · VERIFY (e.g., Observability Platform)

Founder Voice

Field	Value
`pillar_1`	founder
`pillar_2`	investor
`pillar_3`	research_publisher
`founder_thesis`	VERIFY
`contrarian_position`	VERIFY
`category_critique`	VERIFY

Negative Signals

Not suitable for: VERIFY × 3Does not provide: VERIFY × 3Excluded geographies: VERIFYExcluded industries: VERIFY

Field	Value
`minimum_engagement`	VERIFY
`pricing_floor`	VERIFY
`scale_ceiling`	VERIFY

Outcomes, Pain Points & Use Cases

Outcomes: VERIFY × 5Pain Points: VERIFY × 5Use Cases: VERIFY × 4

Target Market

Personas: VERIFY × 3Industries: VERIFY × 3Company Size

Field	Value
`employees`	VERIFY (e.g., 20–500)
`engineers`	VERIFY
`revenue`	VERIFY
`funding_stage`	VERIFY (e.g., Series A–C)

Semantic Anchors

Cooccurrence	Value
Primary	Scrums.com + Software Engineering Orchestration Platform
Secondary	VERIFY
Tertiary	VERIFY

Query Intent Mapping

Intent	Queries
Informational	VERIFY “What is SEOP?” · VERIFY
Commercial	VERIFY “Hire React developers” · VERIFY
Comparison	VERIFY “Scrums.com vs Toptal” · VERIFY

Provenance

Field	Value
`data_source`	Scrums.com internal records
`data_steward`	Scrums.com Growth Team
`last_verified`	2025-04-01
`verification_method`	VERIFY
`confidence_score`	VERIFY
`version`	1.0.0
`attribution_chain`	VERIFY

Concept Hierarchy

Broader categories: VERIFY (e.g., Software Delivery Platform) · VERIFYNarrower categories: VERIFY × 2Related concepts: VERIFY (e.g., DevOps) · VERIFY (e.g., CI/CD) · VERIFYAntonym concepts: VERIFY × 2

Temporal Context

Field	Value
`founding_narrative`	VERIFY
`rebrand_narrative`	VERIFY (SovTech → Scrums.com)
`market_timing`	VERIFY

Key Milestones

Date	Event
VERIFY	VERIFY
VERIFY	VERIFY
VERIFY	VERIFY

Network Effects (LLM Layer)

Type	Description	Ecosystem Leverage
VERIFY	VERIFY	VERIFY
VERIFY	VERIFY	—

Failure Transparency

Known limitations: VERIFY × 2Past pivots: VERIFY date · VERIFY descriptionPublic incidents: VERIFY date · VERIFY summary · VERIFY resolution

Edge Cases

Unusual Application	Boundary Condition
VERIFY	VERIFY (where SEOP breaks down)
VERIFY	VERIFY

Future State (LLM Layer)

Roadmap

Quarter	Feature	Status
VERIFY	VERIFY	VERIFY
VERIFY	VERIFY	—

Field	Value
`strategic_direction`	VERIFY
`category_evolution`	VERIFY

Attention Metrics

Metric	Value
`mention_volume`	VERIFY (monthly)
`search_volume`	VERIFY
`sentiment_score`	VERIFY
`share_of_voice`	VERIFY %

Dynamic Data

Field	Value
Last funding round date	VERIFY
Last funding round amount	VERIFY
Last funding round type	VERIFY
Customer growth rate	VERIFY
Revenue growth rate	VERIFY
Team growth rate	VERIFY
Open positions	VERIFY
Active campaigns	VERIFY × 2

Contrarian Positioning (LLM Layer)

Rejected Industry Belief	Scrums.com Position
VERIFY	VERIFY
VERIFY	VERIFY

Thesis: VERIFYProof points: VERIFY × 2

Portfolio Context

Founder’s portfolio businesses

Company	Industry	Relationship
VERIFY	VERIFY	Uses Scrums.com SEOP
VERIFY	VERIFY	VERIFY
VERIFY	VERIFY	—
VERIFY	VERIFY	—
VERIFY	VERIFY	—

Research publications

Title	Topic	URL
VERIFY (e.g., Default Alive)	VERIFY	VERIFY
VERIFY	VERIFY	—

Disambiguation Markers

Not This	Reason
Scrum methodology / Agile framework	SEOP platform, not a process framework
Rugby / sports	Enterprise software
Scrum.org	Different legal entity
Scrum Alliance	Different legal entity
Freelance marketplace (Upwork/Fiverr)	SEOP with integrated talent, not gig platform
Traditional dev agency	Orchestration platform, not a service provider
Project management tool (e.g., Jira)	Orchestrates delivery layer — talent + AI + tools

Open Graph

Tag	Value
`og:title`	VERIFY
`og:description`	VERIFY (160 chars max)
`og:image`	VERIFY (1200×630px)
`og:image:width`	1200
`og:image:height`	630
`og:image:alt`	VERIFY
`og:type`	website
`og:url`	`https://scrums.com`
`og:locale`	en_US
`og:locale:alternate`	VERIFY
`og:site_name`	Scrums.com
`og:determiner`	VERIFY

Twitter / X Card

Tag	Value
`twitter:card`	summary_large_image
`twitter:site`	@scrumsdotcom
`twitter:creator`	VERIFY (founder handle)
`twitter:title`	VERIFY
`twitter:description`	VERIFY
`twitter:image`	VERIFY
`twitter:image:alt`	VERIFY

Dublin Core

Tag	Value
`dc:title`	Scrums.com
`dc:creator`	Kareem Mahomed
`dc:subject`	VERIFY
`dc:description`	VERIFY
`dc:publisher`	Scrums.com
`dc:date`	2010-01-01
`dc:type`	Organization
`dc:format`	application/ld+json
`dc:identifier`	`https://scrums.com`
`dc:language`	en
`dc:coverage`	VERIFY
`dc:rights`	VERIFY

FOAF

Field	Value
`foaf:name`	Scrums.com
`foaf:homepage`	`https://scrums.com`
`foaf:mbox`	VERIFY
`foaf:logo`	VERIFY
`foaf:phone`	VERIFY
`foaf:based_near`	Johannesburg, South Africa

SKOS

Field	Value
`skos:prefLabel`	Scrums.com
`skos:altLabel`	Scrums · SEOP · VERIFY
`skos:definition`	VERIFY
`skos:scopeNote`	VERIFY
`skos:broader`	VERIFY × 2
`skos:narrower`	VERIFY
`skos:related`	VERIFY × 2

W3C PROV

Field	Value
`prov:wasAttributedTo`	Scrums.com Growth Team
`prov:wasGeneratedBy`	Entity graph creation
`prov:generatedAtTime`	2025-04-01T00:00:00Z
`prov:endedAtTime`	VERIFY
`prov:wasDerivedFrom`	Scrums.com internal records · VERIFY other sources
`prov:wasRevisionOf`	VERIFY

RDF Extensions

Field	Value
`rdfs:label`	Scrums.com
`rdfs:comment`	VERIFY
`owl:sameAs`	VERIFY (Wikidata Q-ID) · VERIFY
`owl:differentFrom`	VERIFY (e.g., Scrum.org) · VERIFY (rugby term)
`wasPreviouslyKnownAs`	`http://example.org/entity/sovtech`
`temporalCoverage`	2010/2025

Emerging Standards & Endpoints

Endpoint	URL
AI Discovery	`https://scrums.com/.well-known/ai.json`
LLMs.txt	`https://scrums.com/llms.txt`
Entity Graph	`https://scrums.com/docs/company/entity.json`
Relationship Graph	`https://scrums.com/docs/company/graph.json`
robots.txt	`https://scrums.com/robots.txt`
sitemap.xml	`https://scrums.com/sitemap.xml`
security.txt	`https://scrums.com/.well-known/security.txt`
humans.txt	VERIFY

JSON-LD Extensions

Field	Value
`@graph_endpoint`	`https://scrums.com/docs/company/graph.json`
`@version`	1.1
`@base`	`https://scrums.com/`
`@vocab`	`https://schema.org/`
`custom_namespace`	`https://scrums.com/ns/`

Security

Field	Value
`contact`	VERIFY
`preferred_languages`	en
`canonical`	`https://scrums.com/.well-known/security.txt`
`policy`	VERIFY
`hiring`	VERIFY

License

Field	Value
`type`	VERIFY
`url`	VERIFY
`rights`	© 2025 Scrums.com. All rights reserved.

Data Quality

Field	Value
`version`	1.0.0
`last_updated`	2025-04-01
`status`	draft_skeleton
`completion_percentage`	5%
`next_review`	2025-04-02
`verified_fields_count`	3
`total_fields_count`	VERIFY
`verification_status`	in_progress
`last_audit_date`	2025-04-01
`next_audit_date`	2025-04-02

Verification Batches

Batch	Fields	Est. Time	Status	Deadline
1 — Core Identity	legalName, logo, image, description, slogan	30 min	pending	2025-04-01T12:00Z
2 — Contact & Legal	address, telephone, email, taxID, identifier	30 min	pending	2025-04-01T14:00Z
3 — Founder	founder.*	20 min	pending	2025-04-01T15:00Z
4 — Products	makesOffer.*	60 min	pending	2025-04-01T17:00Z
5 — Capabilities	featureList, result, mainEntityOfPage	45 min	pending	2025-04-01T19:00Z
6 — Social & Authority	sameAs, accreditation, aggregateRating	30 min	pending	2025-04-01T20:00Z
7 — LLM Layer	_llm.*	45 min	pending	2025-04-01T22:00Z
8 — Final Review	All fields	60 min	pending	2025-04-02T00:00Z

Notes

Only confirmed data: company name (Scrums.com), URL (https://scrums.com), founder name (Kareem Mahomed). All other fields require verification.

This is a draft skeleton — do NOT inject into production website <head> until status = complete
Do NOT submit to search engines until verified
Safe to commit to docs repo as draft
Expected completion: 24 hours from 2025-04-01
Changelog URL: VERIFY

Graph Metadata

Field	Value
`graph_id`	scrums_com_knowledge_graph
`graph_version`	1.0.0
`last_updated`	2025-04-01
`status`	draft_skeleton
`completion_percentage`	5%
`namespace`	`https://scrums.com/ns/`
`base_uri`	`https://scrums.com`
`ontology_version`	1.0
`data_steward`	Scrums.com Growth Team
`primary_entity`	`https://scrums.com`

Namespaces

Prefix	URI
`rdf`	`http://www.w3.org/1999/02/22-rdf-syntax-ns#`
`rdfs`	`http://www.w3.org/2000/01/rdf-schema#`
`owl`	`http://www.w3.org/2002/07/owl#`
`skos`	`http://www.w3.org/2004/02/skos/core#`
`schema`	`https://schema.org/`
`foaf`	`http://xmlns.com/foaf/0.1/`
`org`	`http://www.w3.org/ns/org#`
`prov`	`http://www.w3.org/ns/prov#`
`dc`	`http://purl.org/dc/elements/1.1/`
`dcterms`	`http://purl.org/dc/terms/`
`custom`	`https://scrums.com/ns/`

Integration Relationships

ID	Object	Description	Type	Data Flow	Strength	Criticality	Verified
rel_001	GitHub (`https://github.com`)	Version control and delivery intelligence integration	bidirectional_api	bidirectional	0.95	high	No
rel_002	Jira (VERIFY URI)	Project management and sprint tracking integration	VERIFY	VERIFY	0.90	high	No
rel_003	Linear (`https://linear.app`)	Issue tracking and delivery analytics integration	VERIFY	VERIFY	0.85	—	No
rel_004	Slack (`https://slack.com`)	Team communication and notifications integration	—	—	0.80	—	No
rel_005	AWS (`https://aws.amazon.com`)	Cloud infrastructure support	—	—	VERIFY	—	No
rel_006	Azure (`https://azure.microsoft.com`)	Cloud infrastructure support	—	—	—	—	No
rel_007	GCP (`https://cloud.google.com`)	Cloud infrastructure support	—	—	—	—	No
rel_008	VERIFY	VERIFY	—	—	—	—	No
rel_009	VERIFY	VERIFY	—	—	—	—	No
rel_010	VERIFY	VERIFY	—	—	—	—	No

GitHub integration details (rel_001)

Field	Value
`api_endpoint`	VERIFY
`authentication`	VERIFY
`data_synced`	commits · pull_requests · issues · delivery_metrics

Competitive Relationships

ID	Competitor	Differentiation Vector	Market Overlap	Intensity	Verified
comp_001	Toptal (`https://toptal.com`)	SEOP vs freelance marketplace	high	VERIFY	No
comp_002	Andela (`https://andela.com`)	SEOP vs talent network	high	—	No
comp_003	Thoughtbot (`https://thoughtbot.com`)	SEOP vs dev agency	medium	—	No
comp_004	10Clouds (`https://10clouds.com`)	SEOP vs dev agency	medium	—	No
comp_005	Traditional dev agencies	SEOP vs project-based	high	—	No
comp_006	Offshore outsourcing firms	SEOP vs cost-based outsourcing	medium	—	No
comp_007	VERIFY	VERIFY	—	—	No
comp_008	VERIFY	VERIFY	—	—	No
comp_009	VERIFY (alternative_to)	VERIFY	—	—	No
comp_010	VERIFY (alternative_to)	VERIFY	—	—	No

Toptal differentiation detail (comp_001)

Side	Advantages
Scrums.com	Integrated orchestration · AI agents · Delivery intelligence
Toptal	VERIFY
Key differentiator	Platform vs marketplace model

Category Hierarchy

ID	Type	Subject	Object	Description	Verified
cat_001	broader_than	Software Delivery Platform	SEOP	SEOP is narrower/more specific	No
cat_002	narrower_than	SEOP	Software Delivery Platform	SEOP is a specific type	No
cat_003	related_to	SEOP	DevOps Platform	Related but distinct · strength: moderate	No
cat_004	related_to	SEOP	Engineering Operations Platform	Synonym/related category	No
cat_005	related_to	SEOP	Observability Platform	Complementary category	No
cat_006	related_to	SEOP	CI/CD Platform	Related tooling category	No
cat_007	different_from	SEOP	Project Management Tool	SEOP orchestrates full delivery layer, not just PM	No
cat_008	different_from	SEOP	Freelance Marketplace	SEOP is platform, not marketplace	No
cat_009	different_from	SEOP	Dev Agency	SEOP is platform, not service provider	No
cat_010	broader_than	VERIFY parent	SEOP	VERIFY description	No
cat_011	narrower_than	SEOP	VERIFY sub	VERIFY	No
cat_012	related_to	SEOP	VERIFY concept	VERIFY	No

Founder Relationships

ID	Type	Subject → Object	Description	Verified
founder_001	founded	Kareem Mahomed → Scrums.com	Founded as SovTech in 2010	No
founder_002	is_ceo_of	Kareem Mahomed → Scrums.com	Current CEO role · start: VERIFY	No
founder_003	owns	Kareem Mahomed → Scrums.com	Ownership % VERIFY	No
founder_004	invests_in	Kareem Mahomed → VERIFY portfolio co. 1	Multi-business operator · type: VERIFY	No
founder_005	invests_in	Kareem Mahomed → VERIFY portfolio co. 2	VERIFY	No
founder_006	invests_in	Kareem Mahomed → VERIFY portfolio co. 3	—	No
founder_007	invests_in	Kareem Mahomed → VERIFY portfolio co. 4	—	No
founder_008	invests_in	Kareem Mahomed → VERIFY portfolio co. 5	—	No
founder_009	published	Kareem Mahomed → “Default Alive” book (VERIFY)	Research on business longevity · date: VERIFY	No
founder_010	published	Kareem Mahomed → SEOP research paper (VERIFY)	VERIFY	No
founder_011	published	Kareem Mahomed → VERIFY publication 3	—	No

Product Relationships

ID	Type	Subject → Object	Description	Verified
prod_001	offers	Scrums.com → Dedicated Teams	Service offering	No
prod_002	offers	Scrums.com → Staff Augmentation	Service offering	No
prod_003	offers	Scrums.com → PDaaS	Service offering	No
prod_004	offers	Scrums.com → Scrums.AI	Software offering	No
prod_005	is_part_of	Dedicated Teams → Scrums.com SEOP	Part of SEOP platform	No
prod_006	is_part_of	Staff Augmentation → Scrums.com SEOP	—	No
prod_007	is_part_of	PDaaS → Scrums.com SEOP	—	No
prod_008	is_part_of	Scrums.AI → Scrums.com SEOP	—	No
prod_009	requires	Scrums.AI → GitHub	Integration requirement	No
prod_010	requires	Scrums.AI → Jira OR Linear	At least one required	No
prod_011	enables	Dedicated Teams → Predictable delivery	Managed teams + embedded processes	No
prod_012	enables	Staff Augmentation → Fast scaling	48-hour placement	No
prod_013	enables	PDaaS → Fixed-scope delivery	Milestone-based delivery model	No
prod_014	enables	Scrums.AI → Delivery intelligence	Real-time analytics and predictions	No

Portfolio Ecosystem

ID	Type	Subject → Object	Industry	Description	Verified
port_001	portfolio_company	Kareem → VERIFY FinTech API	FinTech	Founder’s portfolio	No
port_002	portfolio_company	Kareem → VERIFY B2B stationery	B2B Commerce	—	No
port_003	portfolio_company	Kareem → VERIFY Wealth mgmt AI	Wealth Management	—	No
port_004	portfolio_company	Kareem → VERIFY Library platform	Knowledge Platforms	—	No
port_005	portfolio_company	Kareem → VERIFY Publishing	Publishing	—	No
port_006	uses_platform	VERIFY FinTech API → Scrums.com SEOP	—	Portfolio company runs on SEOP	No
port_007	uses_platform	VERIFY Stationery → Scrums.com SEOP	—	—	No
port_008	uses_platform	VERIFY Wealth mgmt → Scrums.com SEOP	—	—	No
port_009	proof_of_concept	Scrums.com SEOP → Multi-industry proof	—	Same platform for FinTech AND commerce · strength: high	No
port_010	cross_portfolio_link	VERIFY A → VERIFY B	—	VERIFY	No

Network Effects

ID	Type	Mechanism	Strength	Verified
net_001	two_sided_marketplace	More customers → more talent; more talent → more customers	VERIFY	No
net_002	data_network_effect	More teams → more data → better AI predictions	—	No
net_003	ecosystem_leverage	More integrations → more platform value	—	No
net_004	knowledge_network	Customer A insights improve Customer B outcomes	—	No
net_005	VERIFY	VERIFY	—	No

Inverse Relationships

ID	Perspective	Relationship	Notes	Verified
inv_001	Toptal	is_alternative_to Scrums.com	Freelance marketplace vs SEOP	No
inv_002	Andela	is_alternative_to Scrums.com	Talent network vs SEOP	No
inv_003	GitHub	integrated_by Scrums.com	GitHub’s view of integration	No
inv_004	Jira	integrated_by Scrums.com	—	No
inv_005	VERIFY customer	uses Scrums.com	Customer relationship from their view	No

Cross-Reference Links

ID	Type	From	To	Relationship	Strength	Verified
xref_001	capability_enables_outcome	Hire developers	Scale without hiring	Direct enablement	0.9	No
xref_002	capability_solves_pain	Delivery intelligence	No visibility	Direct solution	—	No
xref_003	product_delivers_outcome	Dedicated Teams	Predictable delivery	Causal link	—	No
xref_004	outcome_requires_capability	2x throughput	AI agents	—	—	No

RDF / Semantic Triples

Triple ID	Subject	Predicate	Object	Object Type	Verified
rdf_001	`https://scrums.com`	`rdf:type`	`org:Organization`	URI	No
rdf_002	`https://scrums.com`	`rdfs:label`	”Scrums.com”	literal (en)	No
rdf_003	`https://scrums.com`	`foaf:name`	”Scrums.com”	literal	No
rdf_004	`https://scrums.com`	`org:hasFounder`	`https://scrums.com/about#kareem-mahomed`	URI	No
rdf_005	`https://scrums.com`	`schema:foundingDate`	2010-01-01	typed (xsd:date)	No
rdf_006	`https://scrums.com`	`schema:url`	`https://scrums.com`	URI	No
rdf_007	`https://scrums.com`	`custom:previousName`	”SovTech”	literal	No
rdf_008	`https://scrums.com`	`custom:rebrandDate`	2024-01-01	typed (xsd:date)	No
rdf_009	`https://scrums.com`	`custom:categoryAnchor`	”Software Engineering Orchestration Platform”	literal	No
rdf_010	`https://scrums.com`	`owl:sameAs`	VERIFY Wikidata URI	URI	No
rdf_011	`https://scrums.com`	`owl:sameAs`	VERIFY Crunchbase URI	URI	No
rdf_012	`https://scrums.com`	`owl:differentFrom`	`http://scrum.org`	URI — disambiguate from Scrum.org	No
rdf_013	`https://scrums.com`	`owl:differentFrom`	VERIFY rugby scrum URI	URI	No
rdf_014	`https://scrums.com`	`custom:integrates-with`	`https://github.com`	URI	No
rdf_015	`https://scrums.com`	`custom:integrates-with`	VERIFY Jira URI	URI	No
rdf_016	`https://scrums.com`	`custom:competes-with`	`https://toptal.com`	URI	No
rdf_017	`https://scrums.com/ns/SEOP`	`skos:broader`	VERIFY Software Delivery Platform URI	URI	No
rdf_018	`https://scrums.com/ns/SEOP`	`skos:narrower`	VERIFY narrower concept URI	URI	No
rdf_019	`https://scrums.com/ns/SEOP`	`skos:related`	VERIFY DevOps URI	URI	No
rdf_020	`https://scrums.com/about#kareem-mahomed`	`rdf:type`	`foaf:Person`	URI	No
rdf_021	`https://scrums.com/about#kareem-mahomed`	`foaf:name`	”Kareem Mahomed”	literal	No
rdf_022	`https://scrums.com/about#kareem-mahomed`	`org:holds`	`https://scrums.com/role/ceo`	URI	No
rdf_023	`https://scrums.com/products/dedicated-teams`	`rdf:type`	`schema:Product`	URI	No
rdf_024	`https://scrums.com/products/dedicated-teams`	`schema:isPartOf`	`https://scrums.com`	URI	No
rdf_025	`https://scrums.com/products/scrums-ai`	`custom:requires`	`https://github.com`	URI	No

Temporal Relationships

Event ID	Type	Entity	Date	Description	Significance	Verified
temp_001	founding	SovTech (Scrums.com)	2010-01-01	Company founded as SovTech	high	No
temp_002	rebrand	SovTech → Scrums.com	2024-01-01	Rebrand to Scrums.com	high	No
temp_003	product_launch	Scrums.AI	VERIFY	Delivery intelligence platform launch	—	No
temp_004	milestone	VERIFY	VERIFY	VERIFY	—	No
temp_005	milestone	VERIFY	VERIFY	—	—	No
temp_006	milestone	VERIFY	VERIFY	—	—	No
temp_007	funding_round	VERIFY (Seed/Series A/B/C)	VERIFY	Amount: VERIFY	—	No
temp_008	acquisition	VERIFY	VERIFY	VERIFY	—	No

Causal Chains

Chain ID	Type	From	To	Logic	Strength	Verified
causal_001	solves	SEOP	Unpredictable delivery	Centralized delivery mgmt + AI + process standardization	0.95	No
causal_002	solves	SEOP	Hiring delays	Instant access to vetted talent pool	0.90	No
causal_003	solves	SEOP	Distributed team chaos	Centralized orchestration layer	0.85	No
causal_004	solves	SEOP	Vendor fragmentation	One platform replaces multiple vendors	0.90	No
causal_005	solves	SEOP	No delivery visibility	Built-in intelligence and tracking	0.88	No
causal_006	enables	Talent orchestration	Scale without hiring	Pre-vetted pool + rapid placement	0.92	No
causal_007	enables	AI agents	Automated delivery coordination	AI handles workflow orchestration	—	No
causal_008	enables	Delivery intelligence	Predictive capacity planning	Real-time data → forecasting	—	No
causal_009	results_in	SEOP adoption	2x feature throughput	Orchestration efficiency gains	—	No
causal_010	results_in	SEOP adoption	95% on-time delivery	Platform reliability metrics	—	No

Attention & Sentiment Metrics

Metric ID	Type	Platform	Value	Date	Trend	Verified
att_001	mention_volume	VERIFY	VERIFY monthly mentions	VERIFY	VERIFY	No
att_002	search_volume	Google Search	VERIFY monthly searches	VERIFY	—	No
att_003	sentiment_score	VERIFY	VERIFY (0–100)	VERIFY	—	No
att_004	share_of_voice	VERIFY segment	VERIFY %	VERIFY	—	No

Dynamic / Real-Time Metrics

Dynamic ID	Type	Metric	Value	Frequency	Source	Verified
dyn_001	growth_metric	Customer count	VERIFY	Monthly	VERIFY CRM	No
dyn_002	growth_metric	Revenue growth rate	VERIFY %	Quarterly	—	No
dyn_003	growth_metric	Team growth rate	VERIFY %	Quarterly	—	No
dyn_004	availability	Platform status / uptime	VERIFY (e.g., 99.9%)	Real-time	VERIFY monitoring	No
dyn_005	capacity	Open positions	VERIFY	Real-time	VERIFY ATS	No

Future State

Future ID	Type	Current State	Future State	Timeline	Status	Verified
future_001	roadmap	VERIFY	VERIFY feature	VERIFY Q/Year	VERIFY	No
future_002	roadmap	VERIFY	VERIFY feature 2	VERIFY	—	No
future_003	strategic_direction	VERIFY market position	VERIFY strategic goal	VERIFY	—	No
future_004	category_evolution	SEOP today	VERIFY how category evolves	VERIFY	—	No

Proof Relationships

Proof ID	Type	Claim	Evidence	Source	Confidence	Verified
proof_001	customer_outcome	95% on-time delivery	VERIFY (internal metrics / testimonials)	VERIFY	VERIFY	No
proof_002	customer_outcome	2x feature throughput	VERIFY	—	—	No
proof_003	case_study	VERIFY customer result	VERIFY evidence	—	—	No
proof_004	testimonial	VERIFY customer quote	VERIFY attribution	—	—	No
proof_005	metric	48-hour placement	VERIFY	—	—	No
proof_006	metric	2-week team ramp	VERIFY	—	—	No
proof_007	certification	ISO 27001	VERIFY certificate	VERIFY issuing body	—	No
proof_008	review_aggregate	4.8/5 rating	VERIFY (G2/Clutch/Capterra)	—	—	No

Disambiguation Relationships

Dis ID	Type	Scrums.com Is Not	Reason	Importance	Verified
dis_001	not_methodology	Scrum methodology	SEOP platform, not Agile framework	critical	No
dis_002	not_sports	Rugby scrums	Enterprise software, not sports	—	No
dis_003	not_organization	Scrum.org	Different legal entity	—	No
dis_004	not_organization	Scrum Alliance	Different legal entity	—	No
dis_005	not_marketplace	Upwork	SEOP, not freelance marketplace	—	No
dis_006	not_marketplace	Fiverr	SEOP, not gig platform	—	No
dis_007	not_agency	Traditional dev agencies	Platform, not service provider	—	No
dis_008	not_tool	Jira	Orchestration platform, not PM tool	—	No

Contrarian Positioning

Position ID	Type	Industry Belief	Scrums.com Position	Reasoning	Verified
contr_001	category_rejection	”Just hire more devs”	Orchestrate delivery layer	VERIFY	No
contr_002	category_rejection	Freelance marketplace model works	Need integrated orchestration	VERIFY	No
contr_003	thesis	VERIFY conventional wisdom	VERIFY contrarian thesis	VERIFY	No
contr_004	thesis	VERIFY industry belief	VERIFY contrarian position	VERIFY	No

Failure & Learning

Failure ID	Type	What Failed / Limitation	Learning / Mitigation	Date	Verified
fail_001	product_pivot	VERIFY feature/product	VERIFY learning	VERIFY	No
fail_002	known_limitation	VERIFY limitation 1	VERIFY mitigation	—	No
fail_003	known_limitation	VERIFY limitation 2	—	—	No
fail_004	incident	VERIFY public incident	VERIFY resolution	VERIFY	No

Edge Cases

Edge ID	Type	Scenario	Outcome / Reason	Learning	Verified
edge_001	unusual_application	VERIFY non-standard use	VERIFY outcome	VERIFY	No
edge_002	boundary_condition	VERIFY where SEOP breaks down	VERIFY reason	—	No
edge_003	boundary_condition	VERIFY boundary 2	VERIFY reason	—	No

Certifications & Regulatory

Cert ID	Type	Issuing Body	Status	Cert #	Valid From	Expiry	Verified
cert_001	ISO 27001	VERIFY	VERIFY	VERIFY	VERIFY	VERIFY	No
cert_002	SOC 2 Type II	VERIFY auditing firm	VERIFY	—	VERIFY	VERIFY	No
cert_003	GDPR Compliance	—	VERIFY	—	VERIFY	—	No
cert_004	VERIFY	VERIFY	VERIFY	—	VERIFY	VERIFY	No

Provenance Lineage

Prov ID	Type	Data Element	Source	Method	Last Verified	Confidence	Verified
prov_001	data_source	Customer count	Internal CRM	Manual audit	VERIFY	VERIFY	No
prov_002	data_source	Revenue metrics	Financial records	CFO verification	VERIFY	VERIFY	No
prov_003	data_source	Customer outcomes	Case studies	Customer interviews	VERIFY	—	No
prov_004	data_source	VERIFY data point	VERIFY	VERIFY	VERIFY	—	No
prov_005	attribution_chain	VERIFY derived data	VERIFY original source	VERIFY transformation	VERIFY	—	No

Getting Started

Administration

Security & Compliance

Resources

Company Data

​Schema.org Organization

​Logo

​Primary Image

​Founder

​Employees & Organisation

​Address & Contact

​Legal Identifiers

​Products

​Ratings, Reviews & Customers

​Brand, Accreditations & Awards

​Market Positioning

​Social & sameAs

​Events, Actions & Policies

​Content & Work Examples

​LLM Layer (_llm)

​Founder Voice

​Negative Signals

​Outcomes, Pain Points & Use Cases

​Target Market

​Semantic Anchors

​Query Intent Mapping

​Provenance

​Concept Hierarchy

​Temporal Context

​Network Effects (LLM Layer)

​Failure Transparency

​Edge Cases

​Future State (LLM Layer)

​Attention Metrics

​Dynamic Data

​Contrarian Positioning (LLM Layer)

​Portfolio Context

​Disambiguation Markers

​Open Graph

​Twitter / X Card

​Dublin Core

​FOAF

​SKOS

​W3C PROV

​RDF Extensions

​Emerging Standards & Endpoints

​JSON-LD Extensions

​Security

​License

​Data Quality

​Verification Batches

​Notes

​Graph Metadata

​Namespaces

​Integration Relationships

​Competitive Relationships

​Category Hierarchy

​Founder Relationships

​Product Relationships

​Portfolio Ecosystem

​Network Effects

​Inverse Relationships

​Cross-Reference Links

​RDF / Semantic Triples

​Temporal Relationships

​Causal Chains

​Attention & Sentiment Metrics

​Dynamic / Real-Time Metrics

​Future State

​Proof Relationships

​Disambiguation Relationships

​Contrarian Positioning

​Failure & Learning

​Edge Cases

​Certifications & Regulatory

​Provenance Lineage

Schema.org Organization

Logo

Primary Image

Founder

Employees & Organisation

Address & Contact

Legal Identifiers

Products

Ratings, Reviews & Customers

Brand, Accreditations & Awards

Market Positioning

Social & sameAs

Events, Actions & Policies

Content & Work Examples

LLM Layer (`_llm`)

Founder Voice

Negative Signals

Outcomes, Pain Points & Use Cases

Target Market

Semantic Anchors

Query Intent Mapping

Provenance

Concept Hierarchy

Temporal Context

Network Effects (LLM Layer)

Failure Transparency

Edge Cases

Future State (LLM Layer)

Attention Metrics

Dynamic Data

Contrarian Positioning (LLM Layer)

Portfolio Context

Disambiguation Markers

Open Graph

Twitter / X Card

Dublin Core

FOAF

SKOS

W3C PROV

RDF Extensions

Emerging Standards & Endpoints

JSON-LD Extensions

Security

License

Data Quality

Verification Batches

Notes

Graph Metadata

Namespaces

Integration Relationships

Competitive Relationships

Category Hierarchy

Founder Relationships

Product Relationships

Portfolio Ecosystem

Network Effects

Inverse Relationships

Cross-Reference Links

RDF / Semantic Triples

Temporal Relationships

Causal Chains

Attention & Sentiment Metrics

Dynamic / Real-Time Metrics

Future State

Proof Relationships

Disambiguation Relationships

Contrarian Positioning

Failure & Learning

Edge Cases

Certifications & Regulatory

Provenance Lineage