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02 · Insights— The analysis

Reporting automation

Automates reporting to reduce manual effort and turnaround time.

Data updated

5
deployments
on record
4
industries
led by Tech & Comms
0
publish a quantified result
3 report any result
24 Jul 2026
newest deployment
publication date
§ 1

Where it is used

Tech & Comms accounts for 40% of these deployments.

  1. Tech & CommsSurging · 1 in the last 6 months
    2
  2. Consumer & FoodSurging · 1 in the last 6 months
    1
  3. Public SectorQuiet · 0 in the last 6 months
    1
  4. OtherSurging · 1 in the last 6 months
    1
§ 2

What it delivers

Results described in words

  1. Cost efficiency40% of these deployments
    2
  2. Customer experience & trust20% of these deployments
    1
  3. Speed & agility20% of these deployments
    1
  4. Better decisions & insight20% of these deployments
    1
  5. Risk & compliance20% of these deployments
    1
  6. Other strategic outcome20% of these deployments
    1
6 of 8 result types
§ 3

How it is built

AWS is named in 80% of these deployments.

  • Custom-built100% · 5

Cloud providers named

  1. AWS4 deployments
    80%
  2. Microsoft1 deployment
    20%

Technologies that recur

  • AWS Lambda 2
  • Amazon QuickSight 1
  • Amazon Aurora PostgreSQL 1
  • Amazon Redshift 1
  • AWS Batch 1
  • GitLab 1
  • Microsoft Fabric 1
  • OneLake 1
§ 4

Deployments over time

Counted by publication month since Feb 2026.

Compare momentum with other patterns
The lighter bar is Nov 2026, still in progress: 0 so far.
§ 5

Deployments of this pattern

All 5 in use cases
  1. 24 Jul 2026
    Consumer & Food

    FoodPharma reduces cross-functional reporting from 2 days to 90 minutes with Microsoft Fabric

    FoodPharma · Microsoft

    FoodPharma worked across six disconnected systems, which made cross-functional reporting slow and manual for plant managers, finance, BI, and FP&A teams. Kanerika built a governed foundation layer on Microsoft Fabric, consolidating more than 50 tables and roughly 1 TB of historical data into OneLake with automated daily loads using Data Pipelines and Dataflow Gen2. Power BI provided a consistent reporting layer on top of the unified data foundation, and the architecture was positioned to support future enterprise AI use cases.

  2. 23 Jul 2026
    Other

    Fuama automates business report generation with Amazon Bedrock on AWS

    Fuama · AWS

    Fuama redesigned its manual business-report workflow as a serverless, event-driven generative-AI implementation on AWS. Amazon Bedrock generates report content from structured prompts and organizational data; AWS Lambda orchestrates requests, data processing, model invocation, and output generation; Amazon S3 stores templates, source documents, and reports; Amazon CloudWatch monitors execution and performance.

  3. 23 Jul 2026
    Tech & Comms

    PDI Technologies modernizes enterprise and embedded reporting with Amazon Quick

    PDI Technologies · AWS

    PDI Technologies implemented Amazon Quick to replace siloed systems, spreadsheets, and manual ERP reporting after more than 30 acquisitions. The implementation standardizes governed datasets across AWS data lakes, supports self-service analytics across at least seven functions, and embeds analytics in customer-facing software.

  4. 16 Mar 2026
    Tech & Comms

    Workhuman built multi-tenant self-service reporting with Amazon QuickSight embedded analytics

    Workhuman · AWS

    Workhuman rebuilt its analytics delivery for a multi-tenant SaaS environment using Amazon QuickSight embedded dashboards, tenant namespaces, row-level security, and automated CI/CD to let customers create and customize their own reports while preserving data isolation. The company serves over seven million users across 180 countries and uses embedded analytics to support customer-specific reporting within its product.

  5. 19 Feb 2026
    Public Sector

    Maryland Benefits modernizes human-services analytics with Amazon QuickSight and natural-language queries

    Maryland Benefits · AWS

    Maryland Benefits modernized cross-agency analytics with a centralized data portal, embedded dashboards, and natural-language queries over shared agency data. The deployment brought reporting and performance views together for users across Maryland state agencies, including role-based dashboards and access to plain-language questions through Q topics.

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