Enterprise-grade Generative AI
We assist enterprises in discovering, building, and running AI solutions that fix the most complex business workflows, all from within their security perimeter.
Complex Business
Workflows
Complex business workflows are difficult to automate due to their dependence on large volumes of unstructured data.
Requiring specialized knowledge workers to execute, these tend to be some of the most expensive processes at enterprises.
Automating complex business workflows using context-aware AI applications that mimic human behavior can result in significant cost savings and revenue increase for businesses.
AI Applications that
Mimic Human Behavior
Mapping out the enterprise data ontology is critical for creation and operation of context-aware AI applications.
Reasoning ability of large language models (LLM) can be used to automate the complex business workflows.
Human-in-the-loop (HITL) combined with a feedback mechanism enables continuous improvement of the AI applications and delivers strong return on investment.
Trusted by leading companies
Complex business workflows, especially in regulated industries, depend on highly paid experts for cognitive tasks like data extraction, transformation, and verification.
Extract
Dynamic extraction of information from unstructured data
USE CASE: WEALTH MANAGEMENT
Global consulting firms manually process high volumes of Private Equity (PE) notices such as Capital Calls, Distributions, and NAVs, leading to errors and delays.
Read more >Transform
Automated transformation & normalization of data
USE CASE: INSURANCE BROKERS
Large insurance brokers have quoting processes that involve significant human-driven data transformation. People have to manually interpret and reformat client data to fit brokers' internal systems.
Read more >Verify
Extraction of business logic from complex documents & using it for data verification / comparison
USE CASE: LAW FIRMS
Law firms manually verify each invoice item to ensure compliance with client billing guidelines, causing delays in cash collection of up to 120 days and significant revenue write-offs.
Read more >Our AI applications enable enterprises to achieve the last mile in AI quality.
Hercules, our proprietary operating and orchestration engine, leverages state-of-the-art architecture for creation of AI applications.
Data
Layer
Hercules systematically maps unstructured data to the enterprise ontology, keeps data up-to-date, ensures accurate data labeling for context, sets up proper access control, and stores data in a vector DB for efficient semantic retrieval.
Business Logic
Layer
Hercules transforms the business logic layer of modern enterprise applications by chaining together smaller domain-specific models, LLMs, and over 200 skills. This enables faster, more reliable application building.
Human-in-the-Loop (HITL) Layer
Hercules provides customizable UI templates including a user-friendly chat context. It incorporates a reinforcement learning component that forms a data defensibility flywheel for continuous skills improvement and an increasingly superior user experience.
