Stories · 12 Public Engagements
Twenty-one programs on the record.
Named executives, named outcomes, named architecture. The pattern leaders compare to themselves before they decide.
Featured · Agentic AI in HCLS
KlearTrust
KlearTrust had spent eighteen months on two prior attempts to put a claims-review agent into production. Both pilots reached a demo and stopped at the audit step. Mactores landed the third attempt on Bedrock: HIPAA-aligned, eval-harnessed, and signed off by Internal Audit on first review.
Claims-Review Cycle
6 months → 12 weeks
Audit Posture
Passed first review
Architecture
Bedrock + Aedeon
KlearTrust
Claims-review cycle from six months to twelve weeks.
HIPAA-aligned agentic AI on Bedrock. Internal audit cleared on first review.
Personalization platform replatformed; engagement up post-cutover.
"We're more resilient, and overall user engagement has improved." : Greg Scallan, VP Engineering.
Synaptics
40% EDA throughput. 75% lower queue wait.
One of the largest EDA clusters on AWS, with smart queues replacing static partitioning.
Poshmark
Zero-downtime migration on active marketplace.
The migration the internal team called impossible, landed agent-native.
Fortune 500 Life Insurer
MBS pricing engine modernized without rewriting valuation logic.
Oracle to Aurora migration with pricing integrity preserved through cutover.
Regional Bank
Branded card payments platform: legacy retired.
Mainframe-era payments logic moved to cloud-native, audit-ready architecture.
Safaricom
Africa's largest telco moved from menus to intent.
Zuri agent platform handling customer intent at continental scale.
Sterne Kessler
Patent response time cut from 8-12 hours to 2-4.
AI-powered Office Action response framework on Amazon Bedrock.
Sterne Kessler
Trademark classification: 2 hours to 10 minutes.
85%+ accuracy across 45 Nice Classes with AI-powered classification.
Renewable Grid Operator
Real-time grid decisioning with bounded agent authority.
Agentic intelligence layer deciding against real-time grid signals.
HP
Smart factory analytics at global manufacturing scale.
Production intelligence across HP's manufacturing footprint.
Tilia
Virtual economy payments platform modernized.
Payment rails for digital economies rebuilt cloud-native.
Plume
Databricks to AWS lakehouse; analytics cost down 58%.
All 20 workspaces moved to an AWS lakehouse in 18 weeks, on a fixed date and fee.
AEP
Interval meter pipeline 17x faster, 35% cheaper.
HiveQL and HDFS retired for Amazon EMR and Iceberg; longest batch job cut from 17 hours to 20 minutes.
Linden Lab
Abuse-report triage 6x faster with Claude.
Governed Claude rollout for content moderation and engineering, with Okta access and AWS-hosted MCP.
The New York Times
Subscription engine off Oracle in 12 weeks.
PLATO moved from Oracle to Amazon Aurora PostgreSQL with AWS DMS and SCT.
Hibu
Answers from 1.82M calls a month in under 5 minutes.
Conversational analytics on Claude replaced call-content requests that took 2–3 days.
Total Expert
31% shorter PR cycles; 60% less outreach drafting.
Claude Code for engineers and Claude Cowork for sellers, inside a SOC 2 environment.
E-commerce Operator
Patching cycles to building cycles.
Legacy e-commerce platform moved to cloud-native AWS; engineering time shifted from patching to new features.
Your modernization could be the next story we tell.
Tell us what you're modernizing. We'll tell you how we'd approach it : and what timeline is actually possible.