SME resources wasted on low-value manual tasks

Integrate an automated tagging solution that applies metadata in the form of "annotations" or "tags" to content automatically.

Integrate an automated tagging solution with custom "in-house" vocabularies. This is often required when generic vocabs are not suitable.

Introduce tools, processes and guidelines to support the curation of high value information assets. This is a fundamental requirement to enable automation and low cost of incremental innovation.

The process of setting up query and ingestion of Wikidata information, and the tools to manage the updating and curation of a Wikidata integration.

Designing and delivering a new content tagging strategy involves a spread of cultural and technological elements. This technology intervention involves tagging strategy, governance, and tagging templates.

This intervention is required when a specific in-house metadata model is in use - e.g. a taxonomy or a knowledge graph - in order to give valuable results in a custom domain.

The ability to enrich a knowledge graph using LLMs can hugely improve SME workflows. This can be for concept content creation, or filling in missing information, or indeed content summarization.

The ability to bring new products and features to market rapidly. This capability requires the core business assets to be well structured and defined, so that the business can turn these assets to new purposes without significant expense or time lag. AKA faster time-to-market.

Businesses that prioritize innovation as an essential capability will understand the huge importance of the right working environment. The right tooling, a culture that supports risk-taking and experiments, mutual respect, and support in all endeavours are all key elements of this environment.