From Robotic Process Automation to Intelligent Process Automation: – Emerging Trends –

T Chakraborti, V Isahagian, R Khalaf… - … : Blockchain and Robotic …, 2020 - Springer
In this survey, we study how recent advances in machine intelligence are disrupting the
world of business processes. Over the last decade, there has been steady progress towards …

A conversational digital assistant for intelligent process automation

Y Rizk, V Isahagian, S Boag, Y Khazaeni… - … : Blockchain and Robotic …, 2020 - Springer
Robotic process automation (RPA) has emerged as the leading approach to automate tasks
in business processes. Moving away from back-end automation, RPA automated the mouse …

Planning for goal-oriented dialogue systems

C Muise, T Chakraborti, S Agarwal, O Bajgar… - arXiv preprint arXiv …, 2019 - arxiv.org
Generating complex multi-turn goal-oriented dialogue agents is a difficult problem that has
seen a considerable focus from many leaders in the tech industry, including IBM, Google …

–d3wa+–a case study of xaip in a model acquisition task for dialogue planning

S Sreedharan, T Chakraborti, C Muise… - Proceedings of the …, 2020 - ojs.aaai.org
Recently, the D3WA system was proposed as a paradigm shift in how complex goal-oriented
dialogue agents can be specified by taking a declarative view of design. However, it turns …

From natural language to workflows: Towards emergent intelligence in robotic process automation

T Chakraborti, Y Rizk, V Isahagian, B Aksar… - … Conference on Business …, 2022 - Springer
RPA technologies allow the automation of repeated processes through indirect or direct
instruction from the end-user. While declarative authoring techniques provide a powerful tool …

Rebalancing worker initiative and AI initiative in future work: Four task dimensions

J He, D Piorkowski, M Muller, K Brimijoin… - Proceedings of the 2nd …, 2023 - dl.acm.org
Organizations have recently begun to deploy conversational task assistants that collaborate
with knowledge workers to partially automate their work tasks. These assistants evolved out …

A case for business process-specific foundation models

Y Rizk, P Venkateswaran, V Isahagian… - … Conference on Business …, 2023 - Springer
The inception of large language models has helped advance the state-of-the-art on
numerous natural language tasks. This has also opened the door for the development of …

Explainable composition of aggregated assistants

S Sreedharan, T Chakraborti, Y Rizk… - arXiv preprint arXiv …, 2020 - arxiv.org
A new design of an AI assistant that has become increasingly popular is that of an"
aggregated assistant"--realized as an orchestrated composition of several individual skills or …

Recommending next best skill in conversational robotic process automation

A Yaeli, S Shlomov, A Oved, S Zeltyn… - … Conference on Business …, 2022 - Springer
Abstract In recent years, Robotic Process Automation (RPA) has been widely adopted
across the industry as an important enabler for business process automation and digital …

Conversational Systems for AI-Augmented Business Process Management

A Casciani, ML Bernardi, M Cimitile… - … Conference on Research …, 2024 - Springer
Abstract AI-augmented Business Process Management Systems (ABPMSs) are an emerging
class of process-aware information systems empowered by AI technology for autonomously …