Indico
figured out how to make deep learning workable for intelligent process automation (IPA). The company has an impressive strategy to democratize neural networks and bring the benefits into mainstream document workflows.
ai
Haystac
The company could disrupt the cognitive capture market by applying content analytics AI methods to classify and extract data, and its “librarian robot” approach could help organizations maximize their ROI from current and new RPA investments.
Grooper (Updated 2021)
Grooper represents one of the more remarkable corporate and technology pivots we have seen. A company that was well known and long established in the capture/scanning market reinvents itself as a data integration platform vendor. What it has done so far – and it has taken seven years of development work – it has done well.
Citrix Workspace
What Citrix has done well is to build a niche for itself, targeting
workers and enterprises that leverage multiple, fragmented applications and products, and delivering a platform that can intelligently unify otherwise awkward situations.
ABBYY Timeline
In 2019, ABBYY expanded its software
beyond intelligent capture into intelligent process mining and discovery
tools that utilize neural network technology. Both intelligent capture
and intelligent process discovery are hot trends in the digital process
automation market, making ABBYY an important company for
enterprises to keep on their radar. ABBYY acquired TimelinePI
in May 2019. This report focuses on the ABBYY Timeline product and evaluates the firm’s positioning in the overall digital process automation marketplace.
Collabware
Collabware brings to the table a sensible and practical method
for managing content both in place and by leveraging a data lake
approach. However, the company today has little visibility in the
market, and its ambitious plan to rethink governance and RM flies
beneath the radar.
Nuxeo Insight
Nuxeo Insight has gone further than most in bridging the gap between
highly trained data scientists and non-technical business users, making
it one of the more effective and useful AI systems for content analysis
that we have seen.
Microsoft Project Cortex
Project Cortex is a significant move by Microsoft to essentially pivot
its content management functionality into a knowledge management
application. Though only time will tell how successful this shift is,
in our opinion it’s a good move for the company.
Generis CARA
Generis CARA is a well-known brand within the pharmaceuticals
sector, where it competes head-on with Veeva. Outside of that niche,
CARA has little visibility. Even so, though Generis is a relatively
small company, it has a long legacy and deep levels of expertise in
content management.
Ripcord
In terms of innovation, Ripcord checks all the boxes, combining robotics with cloud software for capture. But its uniqueness may also be its weakness. For such a differentiated product, the firm has only limited industry visibility. … That said, Ripcord does represent a step forward in the capture, archiving, and records management world: its speed in capturing and processing paper documents sets a new benchmark.
Leverton AI
Over its short life span, Leverton has carved out a solid niche for itself in the real estate software market. But what sets Leverton apart is, in our analysis, that it has built its own (patented) AI stack. This is an approach that appears to go beyond traditional capture and content analysis.