Agent-based artificial intelligence is considered as the next leap in productivity. The logic is simple viz., assign a task to an agent and let it run. Yet the effectiveness of these systems depends far less on the sophistication of the code and far more on the clarity of the workflow they are given.
A workflow is the structured path through which work moves from start to finish. It defines the sequence of tasks, the hand-offs between people or systems, and the expected outcomes at each stage. Within this path, the process provides the backbone, setting out how each step should be performed, what standards apply, and how exceptions are to be managed. Without these foundations, the very data that agents rely on becomes unreliable. It is like attempting a Six Sigma project without stabilising the process first, because what you are measuring is so inconsistent that any optimisation is built on sand.
This is easy to see in practice. Consider a hospital admission workflow, which involves multiple departments, sensitive data, and critical timing. The journey begins with patient registration, where details are collected, a unique identity is created, and basic documentation such as identification or insurance papers is checked. The next vital step is financial clearance, either through insurance verification or collection of a deposit. If this is skipped or handled late, problems cascade downstream. Once financial clearance is complete, a medical assessment follows, triaging emergencies and routing others for physician review. Bed or room allocation then takes place, coordinated with housekeeping and transport to ensure readiness. Finally, clinical onboarding begins, with nurses briefing the patient, scheduling diagnostics, and updating the treating doctor through the hospital’s systems. From here, care and monitoring continue in a loop of data collection and coordination.
When this workflow is carefully mapped, each step is clear, responsibilities are defined, and the information flow is reliable. Insurance clearance cannot occur after room allocation, because the order is already locked. Registration cannot skip details, because every downstream task depends on them. The mapping creates discipline and ensures that the process holds together.
It is only on this foundation that AI agents add real value. They can automatically verify insurance coverage, trigger alerts when financial clearance is delayed, schedule diagnostic tests in line with physician orders, or update records in real time. But if the underlying workflow is inconsistent for instance, if insurance checks sometimes happen before and sometimes after admission the agent merely accelerates the inconsistency. Instead of solving the problem, it makes it worse.
The same logic applies to outside hospitals. In employee onboarding, for instance, the workflow may run from offer acceptance to first-day orientation, but unless the processes are consistent—laptop provisioning, payroll activation, mandatory training—the onboarding experience becomes fragmented, and any attempt to automate simply multiplies the unevenness.
AI agents are not shortcuts. They are multipliers. They multiply the clarity of a well-mapped workflow and the strength of well-defined processes. But they also multiply the confusion where structure is missing. The real question for organisations is not what agents can do, but whether the workflows and processes in place are clear enough for them to succeed.
The relevance and importance of this becomes even more clear on a ready of the article in McKinsey. They argue that productivity gains do not come from redrawing the structure chart but from rethinking the process itself. Their framework of four levers eliminate, synchronize, streamline, and automate offers a practical way to make workflows more resilient and effective. The traditional disciplines of process mapping and standardisation, sometimes dismissed as dated, are in fact more critical than ever in the age of AI agents. To eliminate is to cut away what is redundant, whether duplicate reports, excessive meetings, or unnecessary checkpoints. To synchronize is to ensure that information flows across boundaries without delay, so that decisions are taken in context and in time. To streamline is to reduce clutter, focusing on what matters most to decision quality instead of drowning people in backward-looking commentary or irrelevant granularity. And to automate is to use digital tools to take over routine work, allowing human judgment and creativity to come to the fore.
Placed against the earlier examples, the relevance is obvious. In hospital admissions, eliminating unnecessary checkpoints, synchronising across clinical and financial functions, streamlining reporting to focus on patient readiness, and automating insurance checks would not only reduce errors but also accelerate outcomes. In employee onboarding, the same four levers would prevent duplication, improve hand-offs, and allow AI agents to truly enhance the experience rather than amplify confusion.
Seen this way, the emphasis on process is not old-fashioned bureaucracy but the very foundation of modern productivity. AI becomes a companion rather than a replacement. It multiplies whatever exists discipline or disorder and the responsibility lies with organisations to ensure that what exists is well designed. Only then can agents elevate performance, reduce wasted effort, and create sustainable value.
Reserve Bank of India (RBI) has released a circular titled “𝐒𝐭𝐫𝐞𝐚𝐦𝐥𝐢𝐧𝐢𝐧𝐠 𝐨𝐟 𝐈𝐧𝐭𝐞𝐫𝐧𝐚𝐥 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧 – 𝐋𝐞𝐯𝐞𝐫𝐚𝐠𝐢𝐧𝐠 𝐔𝐬𝐞 𝐨𝐟 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲” few months ago, providing several key insights and directives for various financial institutions in the country, as listed below :
𝐀𝐬𝐬𝐞𝐬𝐬𝐦𝐞𝐧𝐭 𝐨𝐟 𝐂𝐮𝐫𝐫𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬:
– RBI conducted an assessment of the internal compliance monitoring systems in select Supervised Entities (SEs). – It was found that SEs use varying levels of automation, from macro-enabled spreadsheets to workflow-based software solutions. – The review highlighted that many compliance monitoring processes still involve significant manual intervention.
𝐍𝐞𝐞𝐝 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐫𝐞𝐡𝐞𝐧𝐬𝐢𝐯𝐞 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬:
– There is a need for SEs to implement comprehensive, integrated, enterprise-wide, and workflow-based solutions/tools to enhance the effectiveness of compliance monitoring. – Such solutions should facilitate effective communication and collaboration among all stakeholders, including business, compliance, IT teams, and senior management.
𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐬 𝐨𝐟 𝐭𝐡𝐞 𝐏𝐫𝐨𝐩𝐨𝐬𝐞𝐝 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬:
– The solutions/tools should include processes for identifying, assessing, monitoring, and managing compliance requirements. – They should be capable of escalating issues of non-compliance and require recording approval for deviations or delays in compliance submission. – A unified dashboard view should be provided to senior management to give an overall compliance position of the regulated entity.
𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 𝐓𝐢𝐦𝐞𝐥𝐢𝐧𝐞:
– Regulated Entities (REs) are advised to carry out a comprehensive review of their existing internal compliance tracking and monitoring processes. – Necessary changes to existing systems or the implementation of new systems should be completed by June 30, 2024.
𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐬𝐦:
An appropriate monitoring mechanism should be put in place to review the progress of the implementation of these new systems or changes.
These directives aim to standardize and improve the internal compliance monitoring functions across various financial institutions by leveraging advanced technological solutions.
The RE, based on the size and complexity of its operations, may decide on the tools/ mechanism it would prefer to deploy for monitoring of compliance and development of the unified dashboard.
Gen-AI: Artificial Intelligence and the Future of Work
The IMF staff discussion note, “Gen-AI: Artificial Intelligence and the Future of Work” provides a comprehensive analysis of the impact of AI on labor markets globally. Key points of the report are shared below :
Artificial Intelligence (AI) has the potential to reshape the global economy, especially in the realm of labor markets.
Advanced economies will experience the benefits and pitfalls of AI sooner than emerging market and developing economies, largely due to their employment structure focused on cognitive-intensive roles.
There are some consistent patterns concerning AI exposure, with women and college-educated individuals more exposed but also better poised to reap AI benefits, and older workers potentially less able to adapt to the new technology.
Labor income inequality may increase if the complementarity between AI and high-income workers is strong, while capital returns will increase wealth inequality.
However, if productivity gains are sufficiently large, income levels could surge for most workers. In this evolving landscape, advanced economies and more developed emerging markets need to focus on upgrading regulatory frameworks and supporting labor reallocation, while safeguarding those adversely affected. Emerging market and developing economies should prioritize developing digital infrastructure and digital skills
National Awards in the field of Science, Technology and Innovation known as “Rashtriya Vigyan Puraskar’’
The Government of India has come out with a new set of National Awards in the field of Science, Technology and Innovation known as “Rashtriya Vigyan Puraskar’’.
The objective of the Rashtriya Vigyan Puraskar (RVP) is to recognize the notable and inspiring contribution made by the scientists, technologists, and innovators individually or in teams in various fields of science, technology and technology led innovation.
The Rashtriya Vigyan Puraskar shall be one of the highest recognitions in the field of science, technology, and innovation in India. Scientists/ technologists/innovators working in government, private sector organizations or any individual working outside any organization, who have made distinguished contributions in terms of path-breaking research or innovation or discovery in any field of science, technology, or technology- led innovation shall be eligible for the awards. People of Indian Origin staying abroad with exceptional contributions benefiting the Indian communities or society shall also be eligible for the awards. The awards shall be given in following four categories:-
Vigyan Ratna (VR) award will recognize lifetime achievements & contributions made in any field of science and technology.
Vigyan Shri (VS) award will recognize distinguished contributions in any field of science and technology.
Vigyan Yuva-Shanti Swarup Bhatnagar (VY-SSB) award will recognize & encourage young scientists up to the age of 45 years who made an exceptional contribution in any field of science and technology.
Vigyan Team (VT) award to be given to a team comprising of three or more scientists/researchers/innovators who have made an exceptional contribution working in a team in any field of science and technology.
Scientists, technologists, and innovators working in any field of science in government or private organizations who have contributed or carried out a path breaking research, technology led innovation or discovery in any field of science or development of innovative technologies/products having significant societal impact shall be eligible for the award.
Scientists, technologists, and innovators of Indian origin abroad with exceptional contributions benefitting the Indian communities or society at large shall also be eligible.
The Rashtriya Vigyan Puraskar shall be given in the 13 domains, namely Physics, Chemistry, Biological Sciences, Mathematics & Computer Science, Earth Science, Medicine, Engineering Sciences, Agricultural Science, Environmental Science, Technology & Innovation, Atomic Energy, Space Science and Technology, and Others. The representation from each domain/field, including gender parity will be ensured.
All nominations received for the Rashtriya Vigyan Puraskar awards shall be placed before the Rashtriya Vigyan Puraskar Committee (RVPC) to be headed by the Principal Scientific Adviser (PSA) to Government of India and comprising Secretaries of Science Departments, members of Science and Engineering Academies and some distinguished scientists and technologists from different fields of science and technology.
The nominations for this bouquet of awards will be invited every year on 14th January which would remain open till 28th February (National Science Day) every year. These awards shall be announced on 11thMay (National Technology Day) every year. The Award Ceremony for all categories of awards will be held on 23rd August (National Space Day). All Awards will have a Sanad& a medal.
These new National Awards is a transformative step in recognizing achievements of Scientific community at the highest level by the Government of India. With transparency and fairness in the entire selection process, work done by all sections of Scientific Innovators and Technologists will be awarded providing at par status with other National Awards
HOSPEX Healthcare Expo cum Conferences 2023 – SEP 15-17,2023 at Zamra International Convention Centre, Kochi, Kerala
The “First, Best, and Only Hospital Expo in Kerala” for all your Medical Equipments and Hospital needs.
Experience the Next Generation of Healthcare at HOSPEX Healthcare Expo in Kerala! Join us as we bring together leading manufacturers and suppliers from the medical industry to showcase cutting-edge medical equipment and innovations. From state-of-the-art imaging technology to advanced surgical instruments, explore the latest advancements that are shaping the future of healthcare.
2nd Edition of HOSPEX Healthcare Expo cum Conferences will be held at Kochi, Kerala from Sep 15th – 17th 2023. This is Kerala’s first B2B Medical Expo which will take place at Zamra International Convention and Exhibition Center, Kochi, Kerala.
HOSPEX 2023 Expo is the platform to showcase Technology, Products & Innovations to the healthcare fraternity.
Expo cum Conference Theme this year is on :
Future of Healthcare – Device | Digital | Diagnostics
Don’t miss this exclusive opportunity to witness the forefront of medical technology under one roof at the HOSPEX Healthcare Expo.
HOSPEX Expo has a projected walk-in of 10000+ professionals and entrepreneurs from all over South India including doctors, hospital owners, managers, supply & purchase staff, distributors that are all from the medical industry.
HOSPEX is the Convergence platform where Makers (Medical Device Manufacturers) , Users (Healthcare Establishments) and Innovators (MedTech, HealthTech, Digital Health Innovators, FinTech, Insuretech, CyberTech etc) and Governments , Policy Makers join the connected conversations to strengthen and improve the Healthcare Ecosystem in the country.
The core focus of HOSPEX Healthcare Expo 2023 is medical knowledge dissemination thereby hosts multitude of conferences focused on the futuristic trends in the medical industry. These conferences provide attendees with the opportunity to learn about new products and technologies, network with other professionals in the field, and stay up-to-date on the recent and futuristic developments in the industry.
SMART Hospitals Conference
Date : Sep 16, 2023
Time : 10 00 am to 6 00 pm
Fee : Rs 500 per delegate
SMART Hospitals Conference focus is to enable Micro and Small Hospitals to Go Digital, use various HealthTech and MedTech Solutions – be it for Clinical Decision Support Solutions, Tech Solutions to help Hospitals to streamline their day to day practices, Tech solutions to improve productivity of healthcare workforce, Technologies that facilitate Quality and Safe Patient Care.
Conference will connect SMART Technologies, Solutions that are needed in healthcare settings as Future of Healthcare will be driven by Practitioners , Healthcare Settings using SMART Devices, Diagnostics and Digital Solutions.
Conference Outline :
SMART Medical Technologies help Practitioners to improve service standards
SMART Medical Device for Safe Patient care in Clinical Settings , Home Healthcare Setting
Testing and Certification of SMART Medical Devices – Global Regulations and Certification Requirements
Empowering Practitioners : Virtual Cardiac Care Diagnostic Solutions
Telehealth and Telemedicine – NMC Regulations & Clinical Establishments
SMART Prescription for Prescribers – EHR Solution
SMART Technologies to enable Small Hospitals – Technology Session
SMART HealthTech Ecosystem
Digital Health Apps for Enhancing Patient Satisfaction, Loyalty and Referrals
Digital Ecosystems: Future of Healthcare – The Value for All: Patients, Healthcare organisations and Innovators, Startups
Smart Healthy Aging Tech Solutions
Target Audience :
Medical Professionals, Healthcare Professionals from Hospitals and other Healthcare organisations, HealthTech, MedTech Professionals , Startups, Innovators, Incubation Hubs, Medical Device Industry Representatives, Digital Health Teams, Quality Professionals, Regulatory Affairs Professionals and other stakeholders like Insurers, Governments, Regulators, Corporate Health & Wellness Teams, Corporate Medical Centers, Home Healthcare Service Providers etc
HOSPEX PURCHASE MANAGERS WORKSHOP – FOR BIOMEDICAL TEAMS, PROCUREMENTS TEAMS IN HOSPITALS AND OTHER HEALTHCARE SETTINGS
Venue: Zamra Convention Centre, Kochi, Kerala
Date : September 15, 2023
Time : 2 30 pm – 5 30 pm
Fee – Rs 250 + GST
Target Audience :
Healthcare Professionals Who are incharge of Procurement Practices in Hospitals and other Healthcare Settings
Medical Professionals, Promoters, Management Teams, Administrators, Purchase Teams, Biomedical Engineers, Finance Teams, Quality Teams , other functional heads who are interested in understanding more about Quality and Safety related Regulations of Hospital Supply Chain and Vendors .
Workshop shall cover following items that Hospitals Procure with special reference to:
– Biomedical Equipments
– Consumables and Disposables
– Standalone MedTech or Healthtech Software that is used for clinical decision support purpose
Program Objective :
Since Medical Devices, Health Technologies are part of the Value Chain of Hospital Supplies, its imperative for Procurement Teams, Purchase Managers, Finance Teams, Promoters , Quality Teams to learn more about Regulations and Compliances related to their Supply Chain , Value Chain of Hospitals (Suppliers and Vendors)
Hence HOSPEX has designed an Awareness Session covering the following topics for Hospital Teams who are incharge of Procurement :
Understanding Medical Device Regulations- Laws of the Land
Medical Device Regulations – Role of Bureau of Indian Standards
Foreign Regulations , Quality Specification – How its listed in other Key Global Regulations
Claims of Voluntary Certifications – How Authentic these claims are ?
Materiovigilance Program of India – Regulatory Requirement
