Markeltree is an intelligent cognitive automation vendor offering the startup, enterprise, and global brands to automate complex business processes not yet covered by the rule-based systems. Our cognitive automation product is built using artificial intelligence, machine learning, natural language processing, and data analytics to make our operations smarter, faster and more adaptable.
It integrates AI-driven decision-making capabilities, such as NLP and document understanding, with process automation to process unstructured inputs. This is about going beyond rule-based automation to understanding emails, forms and free text.
Use cases include contracts, invoices, forms, and other documents that contain a lot of unstructured text. Document types are established in discovery for processing complexity.
It can help inform and facilitate decision-making, but usually high-stakes decisions require human review. The level of autonomy is determined for each process according to the risk tolerance level.
This will depend on the quality of the documents and complexity, so testing with your actual documents prior to full deployment is suggested. Benchmarks are set as part of a pilot phase.
The biggest benefits are in document-oriented sectors such as legal, healthcare, insurance, and finance. These sectors usually have to deal with a lot of unstructured documents manually.
This will vary based on the amount of processes being automated, and can take several weeks to a few months. The more complex the source documents, the more impact it has on the timeline.
| Use Case | What It Does | Best Fit / Outcome |
|---|---|---|
Data Analysis & Insights Intelligent processing | Analyses large datasets to surface patterns, trends, and actionable insights your team would otherwise miss. | |
Process Automation Workflow intelligence | Automates repetitive tasks and decision-making processes using AI , freeing your team for higher-value work. | |
Natural Language Processing Text & voice understanding | Enables your product to understand, process, and respond to human language , powering chatbots, search, and more. | |
Predictive Modelling Forecasting | Builds models that predict outcomes , from customer churn to demand forecasting , so you can act before problems arise. | |
Call Routing Intent-based transfer | Directs calls to the right department or person based on caller intent and context. | |
AI Integration Connecting intelligence to your stack | Embeds AI capabilities directly into your existing tools, platforms, and workflows without disrupting what already works. |
We automate the complicated processes with AI-driven systems that gain knowledge, evolve, and become better with time.
The automation of cognition solution is what we are offering to process structured and unstructured data, to derive meaningful insights.
We make systems to be able to analyze patterns and allow them to suggest the best possible action in real time.
We use cognitive technologies to automate the understanding of documents, their classification, and information extraction.
Our cognitive automation application is a continuous learner based on data and user responses to enhance performance.
Cognitive automation is a process that helps businesses to go beyond traditional automation due to its use of intelligence in processing. By collaborating with a professional cognitive automation solution provider, it is assured that the productivity level will be higher, it will be less costly, and it will lead to improved decision-making.
We design and implement cognitive automation solutions that transform complex business processes.
We examine your business operations, automation objectives and technical specifications.
We recognize the high impact processes and architect intelligent automation processes.
Our professionals create AI and ML models to facilitate the learning and decision-making.
Solutions are validated in terms of accuracy, performance, security and scalability.
We implement cognitive automation systems and merge them with the existing systems.
We observe, improve, and advance automation solutions in accordance with the changing business requirements.
Enterprise cognitive automation platform combining AI decision engines, document intelligence, NLP, and predictive analytics to automate complex knowledge-based business processes.
Increase productivity through intelligent systems and process automation.
Markeltree helped us implement cognitive automation that eliminated repetitive manual tasks and significantly improved operational efficiency. Their solution has transformed the way our teams work every day.
