Operational Intelligence Redefined

The Signals Are There.
Is Anyone Acting
on Them?

Stragentech's approach is grounded in fraud prevention systems built at Amazon — processing millions of daily decisions with minimal human review — and in modernizing 40+ legacy systems at Boeing before any AI work could begin. The sequence is deliberate: derisk the platform, unclog the decision bottlenecks, then scale autonomous action. That's the expertise Stragentech brings to industrial operations for $5M–$150M SMBs.

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Free 30-min call · No commitment required

ops-agent · stragentech
$ agent.detect("equipment_signals")
✓ 1,247 signals ingested · 3 anomalies flagged
→ Motor bearing #7 | vibration +340% above baseline
$ agent.investigate(anomaly_id=7)
✓ 847 history points cross-referenced
→ Root cause: Bearing wear · Est. failure in 72h
$ agent.act(action="schedule_maintenance")
✓ Work order WO-9847 created
✓ Parts ordered · ETA 6h
✓ Crew scheduled: 2026-07-23 06:00
autonomous · 0 human reviews · 4.2s end-to-end

The Challenge

Your operations are generating signals. Nobody's acting on them.

📋

Manual review queues drowning your team

Equipment alerts, maintenance flags, and operational exceptions pile up faster than humans can process them — costing uptime and morale.

🔔

Alert fatigue killing response quality

300+ daily alerts, 80% false positives. Teams have learned to ignore the noise — which means missing the signal that matters.

🔧

Reactive maintenance eating profitability

You find out about equipment failures when the equipment fails. Every unplanned outage costs multiples of what prevention would have.

🤖

AI initiatives stalling without leadership

The tools exist. The budget was approved. But without a leader who's built agentic systems, pilots never reach production.

Who We Work With

Built for companies where operations are the business

Best suited for companies where the core value proposition depends on operational reliability, transaction integrity, or connected systems at scale.

🏭

Industrial Manufacturers & MSPs

$25M–$150M manufacturers and managed services providers with connected equipment dealing with alert fatigue and first-generation IoT hitting its limits.

Predictive MaintenanceIoT ModernizationField Service Ops
💼

B2B SaaS & Platform Companies

$10M–$50M ARR SaaS companies carrying legacy technical debt, losing engineering velocity to maintenance, and needing technology leadership to navigate AI transformation.

ModernizationAI StrategyEngineering Ops
📈

PE Firms with IoT or Industrial Portfolio Companies

Private equity firms requiring pre-acquisition technical due diligence or post-acquisition technology leadership. The practice understands both the technology and the EBITDA lens — with direct experience inside PE-backed companies.

Technical Due DiligencePost-Acquisition IntegrationValue CreationEBITDA Impact

Results

Outcomes that show up in the business

Drawn from prior engagements at Amazon, Boeing, and Dedicated Computing — the same patterns applied to your scale.

Amazon · Agentic Operations Automation

ML-Based Agentic Decision Automation

Re-architected legacy operations systems onto AWS with ML-based agentic automation — autonomous investigation, decisioning, and corrective action at scale across millions of daily signals.

75%
Automation achieved
$37M+
Documented savings
98%
Decision precision
AWS IoT Analytics · Industrial Platform

Managed IoT Services Platform

Owned and led delivery of AWS IoT Analytics — low-latency, highly available managed services continuously monitoring equipment and triggering automated responses.

5-9s
Availability
10x
Team scale built
Boeing / Jeppesen Foreflight · Modernization

Legacy Modernization & AI Automation

Led architecture reviews and modernization strategy for 40+ legacy on-premise applications, plus agentic AI automation in complex aviation data processing workflows.

95%
Compliance (from 30%)
85%
CVE reduction in 6mo
Dedicated Computing · PE-backed CTO

IoT Strategy & Managed Services Build

Defined IoT managed services strategy, built the software org from scratch, and drove $7M EMEA expansion for a PE-backed hardware company.

$7M
EMEA revenue
85%+
On-time delivery (from <50%)

How It Works

From first call to first results in 60 days

A structured process designed to minimize your time investment while maximizing what gets learned and delivered quickly.

1
Week 1

Discovery Call

30 minutes to understand your context, primary pain points, and whether there's a fit worth exploring.

2
Weeks 1–3

Assessment

Operational Intelligence Assessment across 5 domains. Findings presented with a prioritized roadmap and quick wins.

3
Weeks 4–12

Implementation

Focused retainer executing the highest-value roadmap items with monthly progress reviews with leadership.

4
Ongoing

Scale & Sustain

Ongoing fractional CTO partnership or transition to internal ownership — with documentation, training, and handoff support.

About Stragentech

Agentic Technology Partners

Stragentech is a specialized fractional CTO practice building autonomous operational intelligence systems for industrial manufacturers, managed services providers, and B2B SaaS companies. The practice draws on 25+ years of production experience at Boeing, AWS IoT, and Dedicated Computing — applied to the scale and urgency of growing businesses.

Work spans two core domains: industrial IoT intelligence and AI-led modernization for operations-heavy businesses. Every engagement is structured around measurable outcomes — uptime gained, cost eliminated, and manual processes retired.

Part of the CTOx Network
Member of CTOx.com — a vetted network of 220+ fractional CTO operators, providing access to specialized expertise when engagements require it
Seattle, WA · Available remote nationwide
Operational Intelligence Redefined

Download 1-Pager (PDF) →

Insights

Thinking on operations, AI, and scale

Practical frameworks for CEOs and operators navigating AI transformation without a full-time technology leader.

Agentic AIoT Playbook
Industrial IoT · Free Playbook

Agentic AIoT Operational Intelligence Playbook

How SMB manufacturers deploy Agentic AI + Industrial IoT to eliminate unplanned downtime and automate remediation — without an enterprise budget. 10-slide framework with ROI benchmarks.

10 slides · Free resource View Playbook →
Tech Debt Whitepaper
Tech Debt · Whitepaper

Tech Debt Is an Operations Problem: The Hidden Cost Your P&L Isn't Capturing

Legacy code isn't just a developer headache — it's slowing your operations, increasing your incident rate, and blocking every AI initiative you try to launch. Here's how to measure it.

Whitepaper · Free download Download Whitepaper →
The Agentic Edge
Agentic AI · Infographic

The Agentic Edge: How Industrial Leaders Are Outpacing the Competition

A visual framework showing the operational gap between companies still running reactive manual processes and those deploying agentic AI — and what it costs to stay on the wrong side of that line.

Visual guide · Free download Download Infographic →
Stragentech Insights
6 Questions Every Leader Must Ask Before Building an AI Strategy
MIT Sloan · Executive Framework
AI Strategy · MIT Framework

Stop Chasing the Hype: Build an AI Strategy That Actually Sticks

Six structured questions — grounded in MIT Sloan research — that separate leaders who extract real enterprise value from AI from those running expensive experiments that go nowhere.

8 slides · LinkedIn carousel View Framework →
🚀
Digital Transformation · Whitepaper

5 Things We Learned from Modernizing Boeing's Legacy Stack

Lessons from taking 40+ legacy applications and a 30% compliance posture to 95% in 18 months.

7 min read · Free whitepaper Read Whitepaper →
✈️
Aviation & Aerospace · Whitepaper

State of AI in Aviation: When Deterministic Certification Meets Learning Systems

Where AI adoption in aviation stands today, why traditional certification frameworks are struggling to keep pace with ML systems, and what engineering leaders can do to close the gap.

Industry report · Free download Download Report →

Get In Touch

Discover What's Possible in 60 Days.

Every engagement begins with a free 30-minute discovery call. No pitch, no pressure — just a conversation to see if there's a fit worth exploring.

✉️
Email
info@stragentech.com
💼
LinkedIn
linkedin.com/in/bilalakhan
🌐
Apps
apps.stragentech.com
📍
Location
Seattle, WA · Available Remote
Also a member of
CTOx.com — a vetted network of 220+ fractional CTO operators. Every engagement benefits from the network's depth when specialized expertise is needed.
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