Expert-Led Managed Enterprise Search powered by Elastic
Unify your data. Deploy context-aware semantic search across systems, apps, and files without building it from scratch.
Enterprise Search Needs To Go Beyond Static Indexing
It’s about delivering the right answer securely, instantly, and in context. But most enterprise search platforms fall short. Here’s where the breakdown happens
Skill & Resource Gaps
Scaling Friction
Shallow Matching
Security Gaps
AI Integration Difficulty
Integration
HYPR Seek addresses these gaps by delivering high-relevance semantic search as a managed service.
Fast & Scalable Search as a Service
HYPR Seek service combines Observata’s expertise and managed delivery model with Elastic’s semantic and vector search capabilities to solve real operational problems.
- Unified Indexing
- Ingests structured and unstructured data from SaaS apps, databases, file systems, and internal tools.
- Semantic Context
- Uses AI-based embedding and vector similarity to retrieve relevant answers, not just matched terms.
- Real-Time Performance
- Accelerates time-to-answer with optimized ingestion and query pipelines.
- Easy Maintenance
- Observata handles version upgrades, patching, index tuning, and connector health.
- Interoperable Stack
- Works with cloud-native, hybrid, and legacy systems without custom glue code.
- Outcome Visibility
- Search behavior is monitored, measured, and tuned to increase accuracy and adoption.
- Scalable Operations
- Delivered through credit-based, tiered service models depending on internal bandwidth and control preferences.
HYPR Seek service turns enterprise search into an always-on capability. You get AI-augmented semantic search, delivered as a service and tailored to your systems.
Why We Chose Elasticsearch For Our Managed Search Service
Chosen for its flexibility, speed, and proven performance in large-scale search deployments, Elasticsearch is the platform of choice for backbone of HYPR Seek service. But out-of-the-box, it requires significant engineering effort to adapt for enterprise-grade search.
Open Source Flexibility
Distributed and Scalable
Custom Scoring & Ranking
Multi-Language Support
Schema Flexibility
Integrated Security Model
AI & LLM Integration Ready
HYPR Seek service leverages Elasticsearch where it’s strongest and extends it with Observata’s expert-led operational control, semantic search tuning, and managed delivery.
Cost Control with Resource-Aware Scaling
AI & LLM Integration Ready
Cost Control with Resource-Aware Scaling
What Makes Elastic Challenging To Self Manage
Self-managing without operational expertise blindsides teams
- Elastic is a toolkit, so outcomes depend entirely on how well those tools are configured, tuned, and managed.
- As data grows, managing infrastructure resources like storage and network throughput becomes increasingly complex
- Running Elasticsearch demands deep expertise across deployment, scaling, and cluster optimization.
- Index management, shard allocation, and upgrade coordination create significant overhead for in-house teams.
- Even well-funded Elasticsearch projects often stall due to operational complexity and lack of sustained expertise.
HYPR Seek service eliminates these challenges by running Elasticsearch as a fully managed, production-tuned service, removing the operational burden while retaining all the benefits.
A Search Layer That Embeds Into Your Architecture Flawlessly
Data Ingestion
Sources include SaaS platforms, databases, file stores, logs, internal tools, and legacy systems. Connectors normalize and enrich this data for indexing.
Search Core
Elastic applies semantic embeddings, indexes structured and unstructured data. Observata handles tuning, scaling, and uptime.
Search Interface
HYPR Seek can be integrated into intranets, web apps, or internal portals via APIs or prebuilt UI modules. Permissions, filtering, and analytics are built in.
HYPR Seek service becomes the enterprise-wide search layer: contextual, scalable, and always up-to-date.
Outgrowing AWS ES or OpenSearch? Migrate to Elasticsearch
From OpenSearch to Elastic
From AWS Elasticsearch to Elastic Stack
From Self-Managed AWS Elasticsearch to Elastic Cloud
Migration is free if you go for our managed HYPR Seek services..
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Each feature supports secure, scalable, and context-aware search across your enterprise data.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Advantages You Gain With HYPR Seek Service
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Connects to SaaS apps, databases, files, and logs with schema mapping, data enrichment, and failure monitoring included.
Connects to SaaS apps, databases, files, and logs with schema mapping, data enrichment, and failure monitoring included.
Offers both a plug-and-play UI and API access to embed search into internal apps and portals.
Indexes structured and unstructured content into Elasticsearch across internal, cloud, and hybrid environments.
Supports integration with proprietary or third-party embedding models to customize semantic performance.
Applies enterprise-grade RBAC and tenant isolation across all indexed content and search endpoints.
Includes Elasticsearch licensing, scaling, versioning, and cluster health management, handled by Observata.
Each feature supports secure, scalable, and context-aware search across your enterprise data.
Advantages You Gain With HYPR Seek Service
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Connects to SaaS apps, databases, files, and logs with schema mapping, data enrichment, and failure monitoring included.
Connects to SaaS apps, databases, files, and logs with schema mapping, data enrichment, and failure monitoring included.
Offers both a plug-and-play UI and API access to embed search into internal apps and portals
Indexes structured and unstructured content into Elasticsearch across internal, cloud, and hybrid environments.
Supports integration with proprietary or third-party embedding models to customize semantic performance.
Applies enterprise-grade RBAC and tenant isolation across all indexed content and search endpoints.
Includes Elasticsearch licensing, scaling, versioning, and cluster health management, handled by Observata.
Each feature supports secure, scalable, and context-aware search across your enterprise data.
Advantages You Gain With HYPR Seek Service
Combines semantic and keyword search using embedding models and hybrid ranking strategies.
Connects to SaaS apps, databases, files, and logs with schema mapping, data enrichment, and failure monitoring included.
Connects to SaaS apps, databases, files, and logs with schema mapping, data enrichment, and failure monitoring included.
Offers both a plug-and-play UI and API access to embed search into internal apps and portals
Indexes structured and unstructured content into Elasticsearch across internal, cloud, and hybrid environments.
Supports integration with proprietary or third-party embedding models to customize semantic performance.
Applies enterprise-grade RBAC and tenant isolation across all indexed content and search endpoints.
Includes Elasticsearch licensing, scaling, versioning, and cluster health management, handled by Observata.
Each feature supports secure, scalable, and context-aware search across your enterprise data.
HYPR Seek delivers more than expertise. It brings a complete, production-ready search experience tailored to how your teams work.
Flexible Service Models Aligned to Your Operations
HYPR Seek service is delivered in three managed service tiers, designed to match your internal capabilities, infrastructure preferences, and control requirements.
Core Features
Operated
Serviced
Assisted
Elastic Licensing
Fully managed Elastic
licensing, eliminating
procurement and renewal
complexity.
SLA-based Operations
All services are delivered
under defined SLAs for
uptime, response, and
performance.
Infrastructure
Deploy on cloud or hybrid
infrastructure; SLA-based
operations included
Ingestion Management
reviewing ingestion
pipelines is handled fully by
Observata where applicable.
Data Optimization
Tune ingestion and storage
to reduce noise, control
cost, and improve query
performance.
Data Analysis
Structured, real-time
insights from logs,
metrics, traces, events,
and profiling data.
On Demand Resources
Access experts as needed
for advisory,
troubleshooting, or
operational support.
Reports
Reports that highlight
system behavior,
performance trends, and
risk signals.
Knowledge Transfer
Upskill your internal teams
on usage, dashboards, and
operational workflows.
Data Migration
Full transition from
existing tools to Elastic
with no data loss or
downtime.
Support
SLA-driven support and
issue resolution.
Operated
- Elastic Licensing
- SLA-based Operations
- Data Optimization
- Data Analysis
- On Demand Resources
- Reports
- Knowledge Transfer
- Data Migration
- Support
- Infrastructure
Serviced
- Elastic Licensing
- SLA-based Operations
- Infrastructure
- Data Optimization
- Data Analysis
- On Demand Resources
- Reports
- Knowledge Transfer
- Data Migration
- Support
- Elastic Licensing
- SLA-based Operations
- Data Optimization
- Data Analysis
- On Demand Resources
- Reports
- Knowledge Transfer
- Data Migration
- Support
Assisted
- Infrastructure
Observata provides the Elastic license for all tiers
Frequently Asked Questions
Enterprise search AI uses semantic search powered by AI models and vector embeddings to understand meaning, not just keywords. It retrieves more accurate results by analyzing the context of the query, even when exact terms don’t match.
This enables users to search across documents, emails, chat logs, and internal tools with natural language, improving precision and relevance. It’s ideal for large, unstructured datasets where traditional keyword search fails.
Elasticsearch stores data as JSON documents inside indices, which are divided into shards and replicas for performance and reliability. It builds inverted indices to search keywords quickly and supports vector fields for AI-driven search using semantic models.
Elasticsearch can handle structured, semi-structured, and unstructured content from logs, databases, and file systems. It’s also accessible through APIs in Python, Java, JavaScript, Go, and .NET, making it flexible for enterprise applications.
A self-managed Elasticsearch deployment requires your team to install, configure, monitor, and scale the system along with managing upgrades, licenses, and security. A managed Elasticsearch service like HYPR Seek takes care of everything: Elastic licensing, infrastructure, ingestion pipelines, performance tuning, and 24/7 expert support. This allows enterprises to focus on search outcomes instead of operations while still benefiting from the full power of Elasticsearch.
Yes. HYPR Seek includes full Elasticsearch licensing as part of the service. That means access to all Elastic features like vector search, machine learning, Kibana dashboards, role-based security, and APM capabilities without separate contracts or vendor negotiations. Observata manages all licensing and compliance as part of the service delivery.
Elasticsearch is optimized for real-time search at scale. It uses inverted indices, caching, and distributed query execution to return results in milliseconds, even for large datasets.
Built on Apache Lucene, it supports parallel querying, smart resource usage, and quick aggregations. These features make Elasticsearch a top choice for high-performance enterprise search platforms.
