207:
129:
63:
22:
468:
The
Associated Press is the first newsroom to have an automated editor to oversee automated articles. Use of the Automated Insights software increased the Associated Press coverage of corporate earnings stories by over tenfold. A study by researchers at Stanford and the University of Washington found
431:
Wordsmith is AI's platform for natural language generation. It is "an artificial intelligence system that uses mounds of data, quantitative analysis and some rules about style and good writing" to produce stories. Wordsmith is sold as both a direct product and service to clients. In
October 2015, the
417:
technology in the form of their
Wordsmith platform. Natural language generation is a software process that automatically turns data into human-friendly prose. Structured data is fed into NLG software and run through a narrative template, producing content that reads as if a human writer created it.
464:
announced it would use automation technology from
Automated Insights to produce most of its U.S. corporate earnings stories. AP said automation would boost its output of quarterly earnings stories nearly fifteen-fold, further noting that the technology would "free journalists to do more journalism
359:
Automated
Insights is a company that specializes in natural language generation (NLG) technology. Their flagship product, Wordsmith, transforms structured data into written narratives, allowing businesses to automate the creation of reports, articles, and other content. This technology is used by
435:
Wordsmith is "a sort of personal data scientist, sifting through reams of data that might otherwise go un-analyzed and creating custom reports that often have an audience of one." The service works by ingesting structured data, analyzing it for insights, and then writing out those insights in
529:
511:
Other
Automated Insights work includes automation of marketing reports with the company's Wordsmith for Marketing tool and content generated for Comcast, Edmunds.com, Great Call, Digital STROM, and Bodybuilding.com.
367:
reported was greater than the output of all major media companies combined. In 2014, the company's software generated one billion stories. In 2016, Automated
Insights produced over 1.5 billion pieces of content.
469:
that
Automated Insights’ technology has affected the stock market, as firms that received little attention from traders now see significant increases in trade volume and liquidity.
405:
Along with Amazon, Automated
Insights hosted a hackathon in January 2017 in North Carolina, where it promoted the use of Wordsmith to help voice assistants like Amazon's Alexa.
432:
Wordsmith platform was updated to allow users to create their narratives through online software. Software users upload their data and create templates for writing narratives.
913:
Blankespoor, Elizabeth; deHaan, Ed; Zhu, Christina (2017-05-10). "Capital Market
Effects of Media Synthesis and Dissemination: Evidence from Robo-Journalism". Rochester, NY.
768:
1090:
1095:
388:
along with other sports. The company then changed its name to Automated Insights in 2011 to mark its expansion into content generation for industries outside of sports.
1001:
953:
865:
648:
836:
983:
418:
The technology is used mainly in instances that require a routine, large-scale production of content in which each narrative is similarly structured.
567:
1100:
143:
139:
73:
495:
As of June 2017, Automated Insights collaborations and integrations include Amazon Alexa, Tableau, TIBCO Spotfire, MicroStrategy, Zapier,
35:
92:
715:
186:
110:
49:
629:
811:
161:
150:
666:
961:
439:
The company has since commercialized the natural language generation platform called Wordsmith, with customers including
1025:
744:
484:
414:
349:
610:
88:
691:
844:
769:"With new product, Automated Insights hopes to make 'robot journalism' cheaper and more plentiful | Poynter"
41:
796:
730:
548:
271:
217:
926:
889:
399:
360:
organizations like the Associated Press to automate the generation of news stories from financial data.
472:
The Daily Show with Trevor Noah aired a segment on the AP's use of automation on October 7, 2015.
1055:
385:
918:
914:
1026:"Natural Language Generation | Wordsmith Integrations and Partners - Automated Insights, Inc"
84:
461:
444:
395:
391:
Vista Equity Partners acquired Automated Insights in February 2015 but remains independent.
667:"The company behind the AP's 'robot journalists' is opening up its technology for everyone"
939:
496:
866:"How The Associated Press is using automation to rethink the way it does news | Poynter"
206:
1002:"Automated Insights' Wordsmith and Amazon Alexa Host Conversational Language Hackathon"
316:
1084:
649:"Vista Acquires Automated Insights, The Startup Behind The AP's "Robot" News Writing"
500:
377:
376:
The company was founded by Robbie Allen in 2007 while he was a full-time engineer at
481:
530:"Steve Case makes a spur-of-the-moment million-dollar investment in 10 start-ups"
230:
716:"Natural Language Generators Automated Insights Get Acquired by Vista Equity"
398:
to allow organizations access to natural language generation technology as a
1033:
381:
745:"Wordsmith's 'robot journalist' is now available to the public (Wired UK)"
585:
364:
363:
Automated Insights produced 300 million pieces of content in 2013, which
353:
235:
394:
In October 2015, Automated Insights released its Wordsmith software for
731:"Need to Write 5 Million Stories a Week? Robot Reporters to the Rescue"
549:"Need to Write 5 Million Stories a Week? Robot Reporters to the Rescue"
480:
Automated Insights (Ai) generates personalized recaps and previews for
440:
586:"Natural Language Generation | Wordsmith - Automated Insights, Inc"
630:"StatSheet Changes Name To Automated Insights, Scores $ 4 Million"
1073:
330:
122:
56:
15:
890:"AP Definitive Source | Automated earnings stories multiply"
812:"AP's 'robot journalists' are writing their own stories now"
797:"In the Future, Robots Will Write News That's All About You"
348:) is an American-based technology company specializing in
692:"Ditched class? Amazon's Alexa will someday tell on you"
157:
80:
568:"If an Algorithm Wrote This, How Would You Even Know?"
984:"Big Data and Yahoo's Quest for Mass Personalization"
91:, and by adding encyclopedic content written from a
325:
315:
301:
282:
266:
252:
244:
223:
213:
837:"A leap forward in quarterly earnings stories"
8:
199:
50:Learn how and when to remove these messages
198:
1091:Technology companies of the United States
790:
788:
187:Learn how and when to remove this message
111:Learn how and when to remove this message
1096:Technology companies established in 2007
520:
1056:"Durham's Automated Insights acquired"
935:
924:
843:. The Associated Press. Archived from
611:"Sports stats aren't just a hobby now"
72:contains content that is written like
384:and provided in-depth statistics for
7:
380:. The company was initially named
14:
566:Podolny, Shelley (7 March 2015).
415:natural language generation (NLG)
350:natural language generation (NLG)
31:This article has multiple issues.
960:. 7 October 2015. Archived from
205:
127:
61:
20:
491:Collaborations and integrations
39:or discuss these issues on the
1:
729:Ulanoff, Lance (2014-07-01).
795:Finley, Klint (2015-03-16).
547:Ulanoff, Lance (July 2014).
413:Automated Insights provides
1101:Natural language generation
810:Miller, Ross (2015-01-29).
465:and less data processing."
409:Natural language generation
1117:
356:into readable narratives.
718:. Dataconomy. 2015-06-15.
204:
443:, Associated Press, and
308:Wordsmith for Marketing
934:Cite journal requires
436:human-friendly prose.
272:Durham, North Carolina
1030:automatedinsights.com
841:The Definitive Source
590:automatedinsights.com
321:Vista Equity Partners
93:neutral point of view
1058:. News and Observer.
352:software that turns
293:(Executive Chairman)
158:improve this article
964:on October 10, 2015
954:"Robot Journalists"
615:News & Observer
201:
162:independent sources
85:promotional content
460:In June 2014, The
342:Automated Insights
200:Automated Insights
87:and inappropriate
982:Eule, Alexander.
673:. 20 October 2015
339:
338:
331:automatedinsights
294:
197:
196:
189:
179:
178:
149:largely based on
121:
120:
113:
54:
1108:
1077:
1076:
1074:Official website
1060:
1059:
1051:
1045:
1044:
1042:
1041:
1032:. Archived from
1022:
1016:
1015:
1013:
1012:
998:
992:
991:
979:
973:
972:
970:
969:
950:
944:
943:
937:
932:
930:
922:
910:
904:
903:
901:
900:
886:
880:
879:
877:
876:
862:
856:
855:
853:
852:
832:
826:
825:
823:
822:
807:
801:
800:
792:
783:
782:
780:
779:
765:
759:
758:
756:
755:
741:
735:
734:
726:
720:
719:
712:
706:
705:
703:
702:
688:
682:
681:
679:
678:
663:
657:
656:
647:Lunden, Ingrid.
644:
638:
637:
628:Wauters, Robin.
625:
619:
618:
606:
600:
599:
597:
596:
582:
576:
575:
563:
557:
556:
544:
538:
537:
525:
485:Fantasy Football
462:Associated Press
456:Associated Press
335:
332:
292:
209:
202:
192:
185:
174:
171:
165:
151:routine coverage
131:
130:
123:
116:
109:
105:
102:
96:
74:an advertisement
65:
64:
57:
46:
24:
23:
16:
1116:
1115:
1111:
1110:
1109:
1107:
1106:
1105:
1081:
1080:
1072:
1071:
1068:
1063:
1053:
1052:
1048:
1039:
1037:
1024:
1023:
1019:
1010:
1008:
1000:
999:
995:
981:
980:
976:
967:
965:
952:
951:
947:
933:
923:
912:
911:
907:
898:
896:
888:
887:
883:
874:
872:
870:www.poynter.org
864:
863:
859:
850:
848:
835:Colford, Paul.
834:
833:
829:
820:
818:
809:
808:
804:
794:
793:
786:
777:
775:
773:www.poynter.org
767:
766:
762:
753:
751:
743:
742:
738:
728:
727:
723:
714:
713:
709:
700:
698:
690:
689:
685:
676:
674:
665:
664:
660:
646:
645:
641:
627:
626:
622:
608:
607:
603:
594:
592:
584:
583:
579:
565:
564:
560:
546:
545:
541:
534:Washington Post
528:Harrison, J.D.
527:
526:
522:
518:
509:
497:Microsoft Excel
493:
478:
458:
453:
429:
424:
411:
386:NCAA basketball
374:
329:
311:
297:
285:
278:
274:
262:
240:
193:
182:
181:
180:
175:
169:
166:
155:
140:a press release
132:
128:
117:
106:
100:
97:
78:
66:
62:
25:
21:
12:
11:
5:
1114:
1112:
1104:
1103:
1098:
1093:
1083:
1082:
1079:
1078:
1067:
1066:External links
1064:
1062:
1061:
1054:Ranii, David.
1046:
1017:
993:
974:
958:Comedy Central
945:
936:|journal=
905:
881:
857:
827:
802:
784:
760:
736:
721:
707:
683:
658:
639:
620:
609:Ranii, David.
601:
577:
572:New York Times
558:
539:
519:
517:
514:
508:
505:
492:
489:
477:
474:
457:
454:
452:
449:
428:
425:
423:
420:
410:
407:
373:
370:
337:
336:
327:
323:
322:
319:
313:
312:
310:
309:
305:
303:
299:
298:
296:
295:
288:
286:
283:
280:
279:
276:
270:
268:
264:
263:
261:
260:
256:
254:
250:
249:
246:
242:
241:
239:
238:
233:
227:
225:
221:
220:
215:
211:
210:
195:
194:
177:
176:
144:a news article
135:
133:
126:
119:
118:
89:external links
69:
67:
60:
55:
29:
28:
26:
19:
13:
10:
9:
6:
4:
3:
2:
1113:
1102:
1099:
1097:
1094:
1092:
1089:
1088:
1086:
1075:
1070:
1069:
1065:
1057:
1050:
1047:
1036:on 2017-04-10
1035:
1031:
1027:
1021:
1018:
1007:
1003:
997:
994:
989:
985:
978:
975:
963:
959:
955:
949:
946:
941:
928:
920:
916:
909:
906:
895:
891:
885:
882:
871:
867:
861:
858:
847:on 2014-07-01
846:
842:
838:
831:
828:
817:
813:
806:
803:
798:
791:
789:
785:
774:
770:
764:
761:
750:
746:
740:
737:
732:
725:
722:
717:
711:
708:
697:
693:
687:
684:
672:
668:
662:
659:
654:
650:
643:
640:
635:
631:
624:
621:
616:
612:
605:
602:
591:
587:
581:
578:
573:
569:
562:
559:
554:
550:
543:
540:
535:
531:
524:
521:
515:
513:
506:
504:
502:
501:Google Sheets
498:
490:
488:
486:
483:
475:
473:
470:
466:
463:
455:
450:
448:
446:
442:
437:
433:
426:
421:
419:
416:
408:
406:
403:
401:
397:
392:
389:
387:
383:
379:
378:Cisco Systems
371:
369:
366:
361:
357:
355:
351:
347:
343:
334:
328:
324:
320:
318:
314:
307:
306:
304:
300:
291:Robbie Allen
290:
289:
287:
281:
277:United States
273:
269:
265:
258:
257:
255:
251:
247:
243:
237:
234:
232:
229:
228:
226:
222:
219:
216:
212:
208:
203:
191:
188:
173:
163:
159:
153:
152:
146:
145:
141:
136:This article
134:
125:
124:
115:
112:
104:
94:
90:
86:
82:
76:
75:
70:This article
68:
59:
58:
53:
51:
44:
43:
38:
37:
32:
27:
18:
17:
1049:
1038:. Retrieved
1034:the original
1029:
1020:
1009:. Retrieved
1005:
996:
987:
977:
966:. Retrieved
962:the original
957:
948:
927:cite journal
908:
897:. Retrieved
893:
884:
873:. Retrieved
869:
860:
849:. Retrieved
845:the original
840:
830:
819:. Retrieved
815:
805:
776:. Retrieved
772:
763:
752:. Retrieved
748:
739:
724:
710:
699:. Retrieved
695:
686:
675:. Retrieved
670:
661:
652:
642:
633:
623:
614:
604:
593:. Retrieved
589:
580:
571:
561:
552:
542:
533:
523:
510:
494:
482:Yahoo Sports
479:
471:
467:
459:
451:Notable work
438:
434:
430:
412:
404:
396:beta testing
393:
390:
375:
362:
358:
345:
341:
340:
267:Headquarters
259:Robbie Allen
214:Company type
183:
167:
156:Please help
148:
137:
107:
98:
83:by removing
79:Please help
71:
47:
40:
34:
33:Please help
30:
894:blog.ap.org
733:. Mashable.
147:and may be
138:reads like
1085:Categories
1040:2017-06-22
1011:2017-06-22
968:2015-10-27
899:2017-06-22
875:2015-10-27
851:2014-07-01
821:2023-03-24
778:2015-10-28
754:2015-10-28
701:2024-01-12
677:2015-10-27
653:TechCrunch
634:TechCrunch
595:2017-06-20
516:References
402:offering.
382:Stat-Sheet
284:Key people
231:Technology
170:March 2023
101:March 2023
81:improve it
36:improve it
816:The Verge
671:The Verge
427:Wordsmith
42:talk page
988:Barron's
799:. Wired.
749:Wired UK
553:Mashable
422:Products
365:Mashable
354:big data
302:Products
236:Software
224:Industry
160:and add
919:2872784
445:Tableau
372:History
326:Website
253:Founder
245:Founded
218:Private
917:
499:, and
317:Parent
1006:PRWeb
507:Other
476:Yahoo
441:Yahoo
940:help
915:SSRN
696:CNET
400:SaaS
333:.com
248:2007
142:or
1087::
1028:.
1004:.
986:.
956:.
931::
929:}}
925:{{
892:.
868:.
839:.
814:.
787:^
771:.
747:.
694:.
669:.
651:.
632:.
613:.
588:.
570:.
551:.
532:.
503:.
487:.
447:.
346:AI
275:,
45:.
1043:.
1014:.
990:.
971:.
942:)
938:(
921:.
902:.
878:.
854:.
824:.
781:.
757:.
704:.
680:.
655:.
636:.
617:.
598:.
574:.
555:.
536:.
344:(
190:)
184:(
172:)
168:(
164:.
154:.
114:)
108:(
103:)
99:(
95:.
77:.
52:)
48:(
Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.
