Managed Analytics

Keep Your Analytics and AI Environment Running at Full Speed

Analytics environments fail when pipelines break, dashboards drift, and nobody owns ongoing monitoring. Managed Analytics runs your data and analytics stack, including platform management, pipeline monitoring, model maintenance, and on-demand BI deliveryso your team focuses on using insight, not maintaining the stack. 

Ongoing platform management and optimization

Pipeline monitoring, alerting, and issue resolution

BI delivery and enhancements on demand

Operational ownership and documentation for continuity

What We Deliver

Blue Mantis helps organizations keep data, analytics, and AI environments stable, reliable, and continuously improving through proactive platform operations, pipeline support, BI delivery, and model lifecycle management.




Platform Operations

Blue Mantis keeps data platforms stable, secure, and performant through proactive administration, monitoring, and optimization.

What Blue Mantis covers:


Capacity and performance monitoring: Tracks platform health, resource utilization, and performance trends to help prevent issues before they affect users.

Access management and operational governance: Maintains appropriate access controls, ownership, and operating standards across the platform.

Cost and usage monitoring with guardrails: Provides visibility into consumption and helps control spend as data usage grows.

Release management and change control: Brings structure to updates, deployments, and changes so the platform remains reliable.

Platform health reporting: Delivers a clear view of performance, risks, priorities, and operational status.

Pipeline Monitoring & Support

Blue Mantis operates ingestion and transformation pipelines with monitoring, alerting, and incident response so data remains reliable and available.

What Blue Mantis covers:


Monitoring and alerting patterns: Establishes proactive visibility into pipeline health, failures, delays, and data quality issues.

Error handling and retry management: Implements structured recovery patterns that reduce manual intervention and minimize disruption.

Root cause analysis and remediation: Identifies recurring issues and applies fixes that improve long-term pipeline reliability.

SLA-based support options: Provides defined response expectations and support coverage based on operational needs.

Runbooks and documentation: Creates clear operational guidance so teams can manage, troubleshoot, and support pipelines consistently.

BI as a Service

Blue Mantis delivers and maintains dashboards, reporting, and semantic models as ongoing service capacity aligned to changing business priorities.

What Blue Mantis covers:


Backlog intake and prioritization: Organizes reporting requests and focuses delivery on the work with the greatest business value.

Dashboard updates and new delivery: Maintains existing dashboards while delivering new reporting experiences as needs evolve.

Semantic model adjustments: Updates measures, definitions, and model logic to keep reporting consistent and reliable.

User support for reporting questions: Helps users understand metrics, navigate reports, and use insights with confidence.

Release notes and communication: Keeps stakeholders informed about reporting updates, enhancements, and changes that affect their work.

Model & AI Ops

Blue Mantis maintains stable AI and predictive assets with monitoring and lifecycle support that helps keep production systems reliable over time.

What Blue Mantis covers:


Model monitoring approach: Establishes visibility into model behavior, output quality, and operational health.

Retraining coordination: Defines when models should be reviewed, refreshed, or retrained as data and business conditions change.

Performance drift checks: Identifies when model accuracy, relevance, or output quality begins to decline.

Versioning and release management: Brings structure to model updates, approvals, deployments, and rollback planning.

Operational KPIs for AI systems: Tracks reliability, usage, performance, and business value across production AI capabilities.

What happens at each step

How Managed Analytics Works

Step 1

Stabilize & Baseline

Blue Mantis confirms monitoring coverage and runbooks, then establishes operational KPIs and a clear reporting cadence.

Step 2

Operate & Respond

Blue Mantis monitors pipelines and platform health, then resolves incidents using documented response patterns.

Step 3

Deliver Enhancements

Blue Mantis manages the BI backlog and releases while continuously optimizing platform performance and cost.

Step 4

Maintain Trust

Blue Mantis validates changes, prevents metric drift, and ensures governance guardrails remain in place.

Step 5

Scale as Needs Grow

Blue Mantis onboards new sources and use cases with established patterns, extending to model and AI operations as needed.

WHY BLUE MANTIS?

One Program. One Owner. End to End.

Supportable by Design

We operate what we build with monitoring, alerting, and documented runbooks from day one, keeping systems reliable and accountable.

Continuity and Governance

Operational ownership prevents metric drift, preserves trust in the numbers, and keeps analytics reliable as business needs change.

 

Flexible Capacity

BI delivery and enhancements scale with business demand, providing the right capacity for priorities, projects, and changing needs.

 

Full Lifecycle Partner

Assess, modernize, and manage your analytics environment to keep systems evolving, trusted, and delivering long-term business value.

 

Frequently Asked Questions

What does Blue Mantis manage day to day?

Blue Mantis manages platform health, pipeline monitoring and issue resolution, reporting updates as scoped, and operational documentation. Governance guardrails and release and change practices help keep the environment stable.

How does Blue Mantis handle urgent issues?

Blue Mantis uses monitoring and alerting patterns, along with documented incident runbooks, to identify and resolve issues quickly. Support levels can include SLAs based on operational needs.

Will Blue Mantis build new dashboards too?

Yes. BI as a Service can include new dashboards, reporting enhancements, and semantic model updates managed through a prioritized backlog.

Can Blue Mantis support AI models in production?

For selected use cases, yes. Blue Mantis provides monitoring and lifecycle support, including drift checks, retraining coordination, and versioning, to help keep AI and predictive models reliable.

How is this different from staff augmentation?

This is outcome-based operational ownership with documented processes, monitoring, and continuous improvement, not simply additional people assigned to a ticket queue.

Keep Analytics and AI Running Reliably

Reduce operational load with a Managed Analytics plan tailored to your platform, pipelines, reporting, and AI support needs.

Related Resources

WEBINAR

Stuck in AI Pilot Mode? What It Takes to Move to Production

Why AI pilots stall between proof-of-concept promise and production-ready reality.

CASE STUDY

How a Regional Utility Reduced Inventory Liability by $4M

Fragmented SAP inventory data left utility shop managers without visibility, driving up carrying costs and planning delays.

BLOG

You Can Buy the Tool. You Can’t Buy the Fitness.

Buying AI is easy. Building the skills and team habits to use it well is what turns licenses into lasting business value.

Two International Drive
Suite #260
Portsmouth, NH 03801