Search and discovery
We build keyword and meaning-based search for products, content and documents. Filters, ranking and typo handling are shaped around your content.
Qdrant · Elasticsearch · OpenSearch
Find the data your applications need.
We work with your team to build search, data access and AI applications, choosing technologies that fit your needs and existing systems.
Tell us what you needBuilt around the need.
From finding information to handling application data, we design each solution around the work it needs to do.
Company knowledge and AI
We develop applications that help people find relevant information in documents and use it to answer questions. Source freshness and user access permissions are part of the design.
Qdrant · Elasticsearch · OpenSearch
Explore our AI LABS approachCaching and real-time data
We use in-memory data structures for frequently accessed information, user sessions, rate limits and event streams. Together, we define when data needs to be refreshed and how the systems work together.
Redis · Valkey
Application data
We build applications that use flexible data such as product catalogues, user profiles and operational records. The document model, queries and integrations are designed around the work.
Couchbase
Logs and operational visibility
We make application logs searchable and work on queries and dashboards that help teams investigate issues.
Elasticsearch · OpenSearch
What could we build?
These example scenarios show how technologies can come together for different needs.
- Product data
- Search index
- Filters
- Product list
Data freshness and stock checks are designed around the application.
Product search for e-commerce
A customer can search by product code or describe what they need, then narrow the results by brand, size or stock availability.
Search company knowledge
An employee can ask questions across policies and documents they have permission to access, then find the relevant passages and sources.
Access application data
Frequently requested information can be cached, with refresh rules set according to how current the data needs to be.
Meet the technologies.
We assess the right tools together, considering your data, how it is used and the systems already in place.
Qdrant
Build similarity search, recommendation and matching applications with vector search.
Explore Qdrant
Redis
Use in-memory data structures for caches, sessions, counters and event streams.
Explore Redis
Valkey
Assess open-source in-memory data structures and compatibility with existing systems.
Explore Valkey
Couchbase
Design applications using the JSON document model and SQL++ queries.
Explore Couchbase
Elasticsearch
Develop indexes and queries for text search, filtering and log analysis.
Explore Elasticsearch
OpenSearch
Build search, filtering and log analysis applications with open-source OpenSearch.
Explore OpenSearchWorking with your team.
We look at the need, existing software and technical decisions together to define the scope of the work.
Development and integration
From architecture and implementation through testing and integration with existing systems, we work alongside your team.
Explore Reformo (opens in a new tab)Share knowledge with your team
We share the technical decisions and the resulting work with your team. Explore HGM Labs for training and mentoring.
Explore HGM Labs (opens in a new tab)