## 1 Introduction  
Technology enables society to conduct affairs smoothly and to enhance the experience of human lives [1]. The digitalized and modernized legal ecosystem's technological underpinnings ensure expeditious facilitation of access to justice [2]. The unthinkable and unprecedented technological growth has invariable and inextricable legal complexities and reverberations. The goal to build a resilient and formidable digitalized justice and legal ecosystem found its origin in the Sustainable Development Goals (SDGs) [3], which prescribe a humanitarian imperative to fight off social fissures by the prescriptive force of Goal 9, i.e., building resilient infrastructure, sustainable industrialization, and foster innovation [4]; and Goal 16, which proposes sustainable societal development, access to justice, and building effective and accountable institutions [5]. The success of that infrastructure's development is through incorporating innovative yet disruptive technological innovations such as Artificial Intelligence (AI) and Robotics into the legal ecosystem [6]. The innovations will be bolstered if a suitable legal infrastructure is cultivated and assimilated. The legal ecosystem comprises an entire body of interconnected systems whose well-oiled performance ensures the proper functioning to achieve revitalized administration of justice. Froma litigant who goes to a lawyer to solve a legal tangle; an advocate hearing the complaint and analysing the applicable law; the processing of endless documents and precedents finding exercises; filing of cases before the jurisdictional courts; court parsing through the available texts to form an opinion; argumentations; legal assistance by research associates; case law research through high-end legal databases; judgment delivery; judgment analysis, etc. ; these examples are an indeterminable chain of legal transactions that take place right from the first blush with the legal system to the end of it. The AI & Robotics led issues in the legal landscape and the consequent challenges would help the readers studiously analyse the plethora of issues brought to the forefront by the technological redevelopment of legal system and processes. All the aforementioned facets are revamping in the face of the technological onslaught of AI and robotics [7]. The intervention of AI is paving the way for a more significant technology-driven role in the legal profession [8]. Technology is turning the status quo on its head, from robot lawyers to robot-judges to automated intelligent system analysis [9]. Role-playing by AI and robotics-led technological infrastructure can bring miraculous results in all these places and intermittent functions [10]. These technologies pave the way for concomitant legal concerns [11]. All in all, the interface of technology with the law is the precursor of a renovated, rejuvenated, and revamped legal landscape [12]. The present study reviews AI and robotics intervention research in the legal ecosystem. The efficacy of those changes, whether positive or negative, will be analysed. The research methodology adopted to carry out the present analysis is an amalgamation of descriptive and exploratory methods, given that the paper is a techno-legal study, and the descriptive and exploratory legal research methods required to carry out an effective legal review analysis have been adopted to undertake the present study. These methods would allow authors to explore and describe the prevailing issues. The idea is to understand the research examining the seismic shift that can be brought out by introducing AI and robotics in the legal landscape, its aftereffects, and prevalent concerns. On the strength of the analysis of the existing research and the issues dissected, the authors would lay out a framework of recommendations to address the prevailing concerns.