01Software engineering9
02Productivity and knowledge7
03Creative and media3
04Healthcare and life sciences3
05Customer support2
06Education2
07Legal1
08Security operations1
09Finance and insurance0
10Sales and marketing0
RANKED BY WHAT WE HOLD · THE 2 WITH NOTHING SORT LAST AND KEEP THEIR ROW
Software engineeringTHIN9
Software written, reviewed or maintained with model assistance: editors, review bots, migration tools. A framework for building such a thing is an agent framework; this is the finished product a developer opens.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 9 OF 9 · ALL OF THEM
Productivity and knowledgeTHIN7
Notes, search, meetings, email and knowledge work inside an organisation. Bought per seat by an operations or IT buyer rather than per token by a developer.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 7 OF 7 · ALL OF THEM
Creative and mediaTHIN3
Image, video, music, design and editorial production as a finished tool. The models underneath belong in image and video generation or in speech and audio; this is what somebody opens to make something.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 3 OF 3 · ALL OF THEM
Healthcare and life sciencesTHIN3
Clinical and life-sciences software built on models: scribing, coding, triage, trial matching. The buyer is a provider or a pharma company rather than a developer, and HIPAA is usually the first question asked.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 3 OF 3 · ALL OF THEM
Customer supportTHIN2
Agents and copilots that answer customers directly, or sit beside a human doing it. Deflection and escalation are the measures; a general chat framework somebody could build this with belongs in agent frameworks.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 2 OF 2 · ALL OF THEM
EducationTHIN2
Teaching, assessment and curriculum built on models. The buyer is an institution or a learner, and the constraint is usually age and data protection rather than throughput.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 2 OF 2 · ALL OF THEM
LegalTHIN1
Research, drafting, review and discovery for legal work. The distinguishing feature is a citation trail a court would accept, not the model underneath.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 1 OF 1 · ALL OF THEM
Security operationsTHIN1
Detection, triage and response in a security operations centre. Distinct from the Security and Governance layer, which secures AI systems; this is AI applied to securing everything else.
Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.
SHOWING 1 OF 1 · ALL OF THEM
Finance and insuranceEMPTY0
Underwriting, fraud, research, reconciliation and reporting in finance and insurance. Regulated buyers, audit trails, and explanations a supervisor will accept.
Listed as a subcategory because the layer declares one. Nothing on record yet.
Nothing listed in finance and insurance
2 of the 10 subcategories here are empty. That is a fact about our coverage rather than a rendering fault, so the rail keeps them and this panel says so.
Suggest a product →0 OF 0 · THE RAIL STILL LISTS IT, BECAUSE AN ABSENT OPTION READS AS A MISSING FEATURE RATHER THAN AN HONEST GAP
Sales and marketingEMPTY0
Prospecting, outreach, content and forecasting where the model does the work rather than assisting with it. Sold to a revenue team, not to engineering.
Listed as a subcategory because the layer declares one. Nothing on record yet.
Nothing listed in sales and marketing
2 of the 10 subcategories here are empty. That is a fact about our coverage rather than a rendering fault, so the rail keeps them and this panel says so.
Suggest a product →0 OF 0 · THE RAIL STILL LISTS IT, BECAUSE AN ABSENT OPTION READS AS A MISSING FEATURE RATHER THAN AN HONEST GAP
Cursor1 ATTRIBUTE ANSWEREDAautocveNO ANSWER ON RECORDCconeNO ANSWER ON RECORDLlaravel-usersNO ANSWER ON RECORDNNomiNO ANSWER ON RECORD
Open WebUINO ANSWER ON RECORD
ScrapeGraphAINO ANSWER ON RECORD
twinnyNO ANSWER ON RECORD
