About WorkSoftware
The semantic layer between enterprise data and AI execution
The Problem
Enterprise data is fragmented across dozens of systems. CRMs, ERPs, spreadsheets, documents, APIs—each with its own structure, its own query language, its own team of specialists required to extract anything useful. Getting a simple answer to a business question can take days of analyst time and multiple handoffs.
Large enterprises solve this with platforms like Palantir—custom ontologies that model their business and make data queryable. But these solutions cost millions, take years to implement, and require dedicated teams to maintain. Mid-sized companies are left choosing between expensive consultants or manual spreadsheet work.
AI changes what's possible, but most AI tools are disconnected from the data itself. They're sidecars—useful for one-off tasks but not grounded in your actual business context. The infrastructure to connect AI to real enterprise data doesn't exist for most companies.
What We're Building
Automatic Ontology Generation
Point WorkSoftware at your data sources—databases, APIs, spreadsheets, documents—and it builds a semantic model of your business automatically. Entities, relationships, and changes over time. No manual schema design, no months of consulting. Think Palantir, but for mid-sized companies who can't spend millions on custom implementations.
Natural Language Queries
Ask questions in plain English and get answers backed by real, current data. "Which customers haven't renewed but had positive support interactions?" "Show me vendors whose payment terms changed this quarter." No SQL, no BI tool expertise, no waiting for analysts—just questions and answers with full data provenance.
AI Agent Integration
Deep integration with Global AI Store means specialised AI agents can work directly with your data ontology. Not generic chatbots—purpose-built agents that understand your business context and can take action on your behalf.
Temporal Awareness
The system tracks changes over time, not just current state. Query your data as it was at any point. Understand how things evolved. Answer questions that require historical context—something most BI tools struggle with entirely.
Core Capabilities
Universal Data Ingestion
Connect any data source—SQL databases, NoSQL, REST APIs, SaaS applications, spreadsheets, documents. The system learns the structure and keeps everything synchronised.
Enterprise Security
Data never leaves your infrastructure. SOC 2 compliant architecture with role-based access controls, audit logging, and encryption at rest and in transit.
Change Tracking
Full temporal awareness across all connected data. Query historical states, track entity changes over time, understand how your business has evolved.
AI-Ready Infrastructure
Ground LLMs and AI agents with real data for reliable execution. Full provenance on every answer so you can trust the results.
Development Focus
Data Ingestion & Ontology
Universal connectors for common data sources. Automatic entity detection and relationship mapping. The semantic layer that makes everything else possible.
Natural Language Interface
Query engine that translates plain English questions into data operations. Full provenance tracking so users can trust and verify answers.
AI Agent Integration
Deep integration with Global AI Store. Specialised agents that can read from and write to the ontology. Automated workflows triggered by data changes.
Enterprise Scale
Multi-tenant architecture, SSO, advanced permissions, and compliance certifications. On-premise deployment options for regulated industries.
Current Status
We're working with select enterprise partners to develop the core ontology engine and natural language interface. The focus is on getting the semantic layer right—everything else builds on that foundation.
If you're a mid-sized company drowning in data silos and frustrated with the gap between what Palantir offers and what you can afford, we'd like to hear from you. Early partners help shape the product and get preferential terms.
A Real AI Ltd Product
WorkSoftware is built by Real AI Ltd, a UK technology company creating AI-powered products that solve real problems for real people.
Learn More About Real AI