284:
be written automatically by StatsMonkey. These baseball stories would include recaps based on game data like players, win probability and game score. Narrative
Science licensed StatsMonkey and the related intellectual property from Northwestern and began commercial operations in early 2010. Afterwards the company decided to change direction, they no longer focused on the journalistic capabilities of their technology and focused on how the same technology could be used in the business world. This led to the development of a
297:, the investment arm of the Central Intelligence Agency. In 2014, the Chicago company raised another $ 10 million in equity financing, led by customer USAA, for a total of $ 32 million raised since the company’s inception. In 2020, Narrative Science launched Data Storytelling for Good, their non-profit branch which provides their products for free to organizations doing good in their community.
25:
397:
The company received some early criticism from journalists speculating that
Narrative Science was attempting to eliminate the jobs of writers, particularly in sports and finance. Critics also argue that biases and assumptions in original data sets can lead to reinforced bias in the stories generated
283:
technology. The first prototype of the company technology went by the project name StatsMonkey and was developed in the laboratory by Kris
Hammond, Larry Birnbaum, Nick Allen and John Templon. StatsMonkey was created to allow stories based in data, specifically baseball stories at the beginning, to
300:
In
November, 2021, Narrative Science announced an agreement to be acquired by Salesforce. The deal closed on December 17, 2021, and Narrative Science was folded into Tableau. In the announcement of the close, Salesforce indicated that Narrative Science's products would no longer be sold on a
410:, as it leads to “everyone making investments in the same way for the same reasons”. The article claimed that computer-generated narratives have the “potential to amplify biases and assumptions, but at far greater speed and on a far wider scale than anything written by humans.”
417:
also criticized the limitations of “robo-journalism” software, as “it can’t assess the damage on the ground, can’t interview experts, and can’t discern the relative newsworthiness of various aspects of the story” and therefore, lacks a necessary human element.
93:
288:
Generation platform called Quill, which analyzes structured data and automatically generates intelligent narratives for business users who are not data fluent. Narrative
Science has several investors, including
733:
647:
1090:
452:
1095:
414:
697:
911:
968:
621:
810:
536:
651:
1100:
35:
886:
479:
54:
72:
942:
919:
1055:
594:
432:
370:
285:
280:
236:
353:
50:
399:
315:
listed
Narrative Science as one of the 50 companies leading the artificial intelligence revolution. In 2015,
276:
995:
330:
103:
544:
712:
407:
345:
673:
509:
334:
Top 100 for North
America, which highlights promising startups in Asia, Europe, and the Americas.
378:
311:
268:
1028:
732:
Austin, Tom; Linden, Alexander; Rozwell, Carol; Brant, Kenneth; Ghubril, Adib; Anurag, Gupta.
691:
427:
386:
248:
240:
46:
567:
256:
176:
759:
385:. Other similar companies in the area of natural language generation include Smartologic,
487:
219:
92:
1084:
815:
338:
648:"Narrative Science signs agreement to be acquired by Salesforce | Narrative Science"
862:
290:
406:
article compared artificially generated journalism in the financial sector to the
838:
325:
named
Narrative Science as one of the “Cool Vendors in Smart Machines” in 2014.
785:
252:
224:
116:
374:
996:"Robo-journalists are already writing the next generation of news stories"
294:
272:
244:
191:
121:
366:
322:
187:
943:"Can an Algorithm Write a Better News Story Than a Human Reporter?"
811:"2013 Edison Awards Announced for Innovative Products and Services"
341:
for
Innovative Services in Collaboration and Knowledge Management.
382:
351:
In 2018, Narrative
Science was named Most Innovative Company by
316:
275:, after a student project in the Intelligent Information Lab at
969:"Can the Computers at Narrative Science Replace Paid Writers?"
403:
18:
674:"50 Companies Leading the Artificial Intelligence Revolution"
622:"Narrative Science gets $ 11.5 million to write next chapter"
251:. As of December 17, 2021, Narrative Science was acquired by
595:"Automated Stories: Using Algorithms to Craft News Content"
887:"Market Guide for Natural Language Generation Platforms"
373:", the main NLG companies are (in alphabetical order):
42:
839:"Introducing the Technology Pioneers Cohort of 2018"
319:
named Narrative Science to their Disruptor 50 list.
53:, and by adding encyclopedic content written from a
510:"Program Creates Computer-Generated Sports Stories"
218:
202:
182:
171:
148:
130:
109:
99:
863:"Meet Chicago's Most innovative companies in 2018"
1056:"The Art and Science of Data-Driven Journalism"
381:, AX Semantics, Narrative Science, vPhrase and
8:
696:: CS1 maint: multiple names: authors list (
85:
16:American natural language generation company
344:In 2018, Narrative Science was part of the
912:"Can an Algorithm Replace Stock Analysts?"
474:
472:
255:and has been integrated into Salesforce's
84:
1091:Technology companies of the United States
486:. Northwestern University. Archived from
267:Narrative Science was founded in 2010 in
73:Learn how and when to remove this message
1096:Technology companies established in 2010
444:
175:Sold to Salesforce and Integrated into
1022:
1020:
1018:
1016:
734:"Cool Vendors in Smart Machines, 2014"
689:
328:In 2013, the company was named to the
34:contains content that is written like
760:"2013 Top 100 North America: Winners"
713:"Narrative Science 2015 Disruptor 50"
537:"Are Sportswriters Really Necessary?"
7:
568:"Your Big Data Will Read to you Now"
484:Intelligent Information Laboratory
14:
1063:Tow Center for Digital Journalism
1029:"The post was written by a human"
599:Tow Center for Digital Journalism
389:, United Robots and Linguastat.
91:
23:
918:. Business Week. Archived from
543:. Business Week. Archived from
402:, such as Narrative Science. A
711:staff, CNBC com (2015-05-12).
672:Rapp, Brian O'Keefe, Nicolas.
1:
337:Narrative Science won a 2013
1065:. Columbia Journalism School
650:. 2021-11-15. Archived from
601:. Columbia Journalism School
1101:Natural language generation
786:"2013 Edison Award Winners"
433:Natural Language Processing
400:natural language processors
237:natural language generation
136:; 14 years ago
1117:
415:Columbia Journalism School
369:'s 2019 "Market Guide for
90:
867:Crain's Chicago Business
626:Crain's Chicago Business
354:Crain's Chicago Business
593:Diakopoulos, Nicholas.
457:partners.salesforce.com
277:Northwestern University
408:property market bubble
346:World Economic Forum's
247:, that specialized in
1027:Hefferman, Margaret.
348:Technology Pioneers.
55:neutral point of view
574:. Tabor Publications
413:An article from the
301:stand-alone basis.
1054:Howard, Alexander.
843:widgets.weforum.org
490:on 16 November 2010
453:"Partner Community"
87:
47:promotional content
994:Hamburger, Ellis.
766:. Red Herring, Inc
379:Automated Insights
49:and inappropriate
535:Bachman, Justin.
428:Narrative Inquiry
279:jump started the
249:data storytelling
239:company based in
233:Narrative Science
230:
229:
134:January 2010
86:Narrative Science
83:
82:
75:
1108:
1075:
1074:
1072:
1070:
1060:
1051:
1045:
1044:
1042:
1040:
1024:
1011:
1010:
1008:
1006:
991:
985:
984:
982:
980:
964:
958:
957:
955:
953:
938:
932:
931:
929:
927:
922:on July 13, 2013
910:Clark, Patrick.
907:
901:
900:
898:
897:
883:
877:
876:
874:
873:
859:
853:
852:
850:
849:
835:
829:
828:
826:
824:
819:. April 26, 2013
807:
801:
800:
798:
796:
782:
776:
775:
773:
771:
756:
750:
749:
747:
745:
729:
723:
722:
720:
719:
708:
702:
701:
695:
687:
685:
684:
669:
663:
662:
660:
659:
644:
638:
637:
635:
633:
617:
611:
610:
608:
606:
590:
584:
583:
581:
579:
563:
557:
556:
554:
552:
532:
526:
525:
523:
521:
506:
500:
499:
497:
495:
476:
467:
466:
464:
463:
449:
286:Natural Language
257:Tableau Software
177:Tableau Software
144:
142:
137:
95:
88:
78:
71:
67:
64:
58:
36:an advertisement
27:
26:
19:
1116:
1115:
1111:
1110:
1109:
1107:
1106:
1105:
1081:
1080:
1079:
1078:
1068:
1066:
1058:
1053:
1052:
1048:
1038:
1036:
1026:
1025:
1014:
1004:
1002:
993:
992:
988:
978:
976:
966:
965:
961:
951:
949:
940:
939:
935:
925:
923:
909:
908:
904:
895:
893:
885:
884:
880:
871:
869:
861:
860:
856:
847:
845:
837:
836:
832:
822:
820:
809:
808:
804:
794:
792:
784:
783:
779:
769:
767:
758:
757:
753:
743:
741:
731:
730:
726:
717:
715:
710:
709:
705:
688:
682:
680:
671:
670:
666:
657:
655:
646:
645:
641:
631:
629:
619:
618:
614:
604:
602:
592:
591:
587:
577:
575:
565:
564:
560:
550:
548:
534:
533:
529:
519:
517:
508:
507:
503:
493:
491:
478:
477:
470:
461:
459:
451:
450:
446:
441:
424:
395:
363:
307:
265:
214:
210:
198:
194:
167:
140:
138:
135:
126:
79:
68:
62:
59:
40:
28:
24:
17:
12:
11:
5:
1114:
1112:
1104:
1103:
1098:
1093:
1083:
1082:
1077:
1076:
1046:
1012:
986:
975:. The Atlantic
967:Fassler, Joe.
959:
941:Levy, Steven.
933:
902:
878:
854:
830:
802:
777:
751:
740:. Gartner, Inc
724:
703:
664:
639:
612:
585:
566:Woodie, Alex.
558:
547:on May 3, 2010
527:
501:
480:"Stats Monkey"
468:
443:
442:
440:
437:
436:
435:
430:
423:
420:
394:
391:
362:
359:
306:
303:
264:
261:
228:
227:
222:
216:
215:
213:
212:
206:
204:
200:
199:
196:
186:
184:
180:
179:
173:
169:
168:
166:
165:
162:
159:
158:Stuart Frankel
156:
155:Larry Birnbaum
152:
150:
146:
145:
132:
128:
127:
125:
124:
119:
113:
111:
107:
106:
101:
97:
96:
81:
80:
51:external links
31:
29:
22:
15:
13:
10:
9:
6:
4:
3:
2:
1113:
1102:
1099:
1097:
1094:
1092:
1089:
1088:
1086:
1064:
1057:
1050:
1047:
1034:
1030:
1023:
1021:
1019:
1017:
1013:
1001:
997:
990:
987:
974:
970:
963:
960:
948:
944:
937:
934:
921:
917:
916:Business Week
913:
906:
903:
892:
888:
882:
879:
868:
864:
858:
855:
844:
840:
834:
831:
818:
817:
816:Business Wire
812:
806:
803:
791:
790:Edison Awards
787:
781:
778:
765:
761:
755:
752:
739:
735:
728:
725:
714:
707:
704:
699:
693:
679:
675:
668:
665:
654:on 2021-11-15
653:
649:
643:
640:
627:
623:
620:Pletz, John.
616:
613:
600:
596:
589:
586:
573:
569:
562:
559:
546:
542:
541:Business Week
538:
531:
528:
515:
511:
505:
502:
489:
485:
481:
475:
473:
469:
458:
454:
448:
445:
438:
434:
431:
429:
426:
425:
421:
419:
416:
411:
409:
405:
401:
392:
390:
388:
384:
380:
376:
372:
368:
365:According to
360:
358:
356:
355:
349:
347:
342:
340:
335:
333:
332:
326:
324:
320:
318:
314:
313:
304:
302:
298:
296:
292:
287:
282:
278:
274:
270:
262:
260:
258:
254:
250:
246:
242:
238:
234:
226:
223:
221:
217:
208:
207:
205:
201:
193:
189:
185:
181:
178:
174:
170:
163:
160:
157:
154:
153:
151:
147:
133:
129:
123:
120:
118:
115:
114:
112:
108:
105:
102:
98:
94:
89:
77:
74:
66:
63:December 2020
56:
52:
48:
44:
38:
37:
32:This article
30:
21:
20:
1067:. Retrieved
1062:
1049:
1037:. Retrieved
1032:
1003:. Retrieved
999:
989:
977:. Retrieved
973:The Atlantic
972:
962:
950:. Retrieved
946:
936:
924:. Retrieved
920:the original
915:
905:
894:. Retrieved
890:
881:
870:. Retrieved
866:
857:
846:. Retrieved
842:
833:
821:. Retrieved
814:
805:
793:. Retrieved
789:
780:
768:. Retrieved
763:
754:
742:. Retrieved
737:
727:
716:. Retrieved
706:
681:. Retrieved
677:
667:
656:. Retrieved
652:the original
642:
630:. Retrieved
625:
615:
603:. Retrieved
598:
588:
576:. Retrieved
571:
561:
549:. Retrieved
545:the original
540:
530:
518:. Retrieved
513:
504:
492:. Retrieved
488:the original
483:
460:. Retrieved
456:
447:
412:
396:
364:
352:
350:
343:
339:Edison Award
336:
329:
327:
321:
310:
308:
299:
291:SAP Ventures
266:
232:
231:
183:Headquarters
164:Kris Hammond
100:Company type
69:
60:
45:by removing
41:Please help
33:
764:Red Herring
578:10 December
361:Competitors
331:Red Herring
305:Recognition
1085:Categories
896:2020-02-07
872:2018-12-27
848:2018-12-27
718:2017-06-17
683:2017-06-17
658:2022-11-06
462:2022-11-06
439:References
253:Salesforce
225:Salesforce
117:Technology
43:improve it
1000:The Verge
823:March 15,
628:. Crain's
393:Criticism
375:Arria NLG
309:In 2017,
161:Nick Beil
1033:CBS News
692:cite web
572:Datanami
422:See also
387:Retresco
295:In-Q-Tel
273:Illinois
269:Evanston
245:Illinois
203:Products
192:Illinois
122:Software
110:Industry
891:Gartner
795:17 June
770:17 June
744:17 June
738:Gartner
678:Fortune
367:Gartner
323:Gartner
312:Fortune
263:History
241:Chicago
188:Chicago
149:Founder
141:2010-01
139: (
131:Founded
104:Private
1069:6 June
1039:6 June
1005:6 June
979:6 June
952:6 June
926:6 June
632:6 June
605:6 June
551:6 June
520:6 June
494:6 June
235:was a
220:Parent
1059:(PDF)
1035:. CBS
947:Wired
516:. NPR
383:Yseop
211:Quill
209:Lexio
1071:2014
1041:2014
1007:2014
981:2014
954:2014
928:2014
825:2024
797:2014
772:2014
746:2014
698:link
634:2014
607:2014
580:2014
553:2014
522:2014
496:2014
317:CNBC
293:and
197:U.S.
172:Fate
514:NPR
404:CBS
398:by
371:NLG
281:NLG
1087::
1061:.
1031:.
1015:^
998:.
971:.
945:.
914:.
889:.
865:.
841:.
813:.
788:.
762:.
736:.
694:}}
690:{{
676:.
624:.
597:.
570:.
539:.
512:.
482:.
471:^
455:.
377:,
357:.
271:,
259:.
243:,
195:,
190:,
1073:.
1043:.
1009:.
983:.
956:.
930:.
899:.
875:.
851:.
827:.
799:.
774:.
748:.
721:.
700:)
686:.
661:.
636:.
609:.
582:.
555:.
524:.
498:.
465:.
143:)
76:)
70:(
65:)
61:(
57:.
39:.
Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.