Operational Intelligence Redefined

The Signals Are There.
Is Anyone Acting
on Them?

For $5M–$150M industrial manufacturers and managed services companies: autonomous AI systems that detect equipment failures, operational anomalies, and service disruptions in real time — resolving them before they hit the floor.

Book a Free Discovery Call Explore Free Tools ↗

Free 30-min call · No pitch · No commitment required

Agentic Operational Intelligence™
01

Detect

High-volume signal ingestion & anomaly detection at scale

↓
02

Investigate

Autonomous agent cross-references context & history

↓
03

Act

Corrective action without human review queues

status: ● autonomous · no queue
Free · No Login Required

Tech Debt Evaluation

What costly signals is your tech debt sending — and is anyone acting on them? Answer a few questions and get a directional cost estimate across architecture, staffing, cloud, and operations.

Run the Evaluation →
Free · Operational Intelligence Readiness

OI Readiness Scorecard

12 questions. 5 dimensions. Find out exactly where your industrial operations sit on the AI readiness curve — from reactive alerting to autonomous resolution.

Take the Scorecard →
Free · Operations Focus

Ops Workflow Analyzer

Describe your incident management, trouble ticket, or issue-tracking workflow. An AI agent scores it for automation potential and returns a prioritized action plan.

Run the Analyzer →

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.

Services

Engagements built around outcomes, not hours

Every engagement starts with a structured assessment so you know exactly what you're investing in before any retainer begins.

⚙️
Industrial IoT

Predictive Operations & IoT Intelligence

Move from reactive maintenance and alert fatigue to AI-powered operational intelligence that predicts and prevents failures before they occur.

  • IoT platform modernization roadmap
  • Predictive maintenance agent design
  • Real-time telemetry & anomaly detection
  • Edge-to-cloud data pipeline architecture
  • Managed services AI capability build
Retainer from $10K/mo · embedded or remote
🚀
AI Transformation

AI Transformation & Modernization

For SaaS and B2B companies carrying legacy debt and losing ground to AI-native competitors — a clear roadmap from where you are to where you need to be.

  • Technology & AI readiness assessment
  • Legacy modernization strategy
  • Agentic workflow automation
  • Engineering org upskilling programs
  • AI vendor selection & governance
Retainer from $10K/mo · 3-month minimum
🔬
For PE Firms

Technical Due Diligence

Pre-acquisition technology assessments for PE firms with IoT or industrial portfolio companies. Fast, structured, and calibrated to investment decisions.

  • Technology stack quality assessment
  • Scalability & architecture risk review
  • Security posture & compliance audit
  • Engineering team capability evaluation
  • AI/ML maturity scoring
$5K–$15K · 1–2 week fixed project
🗺️
WORKSHOP · 2–4 DAYS ON-SITE OR REMOTE

Strategic Technology & AI Roadmap Workshop

A structured 2–4 day working session that takes your leadership team from where you are today to a clear, prioritized 3–5 year technology and AI roadmap — using Amazon's Working Backwards methodology adapted for mid-market operators.

  • Working Backwards from business outcomes, not technology
  • Current-state technology and AI maturity assessment
  • 3–5 year roadmap with sequenced initiatives and owners
  • AI adoption strategy with build/buy/partner decisions
  • 90-day quick wins identified and assigned
  • Executive-ready narrative and board-level presentation
$8,500–$15,000 · 2–4 days · includes pre-work and deliverables
📊
Ongoing CTO

Fractional CTO Retainer

Ongoing executive technology leadership — strategy, team oversight, AI implementation, vendor management, and board-level communication.

  • Technology strategy & quarterly roadmap
  • Engineering team leadership & mentoring
  • Vendor & partner management
  • Board and investor communication
  • Hiring and org design advisory
$10K–$15K/month · 10–20 hrs/week
⚡
Entry Point

Operational Intelligence Assessment

A structured 3-week diagnostic that maps your current state, identifies the highest-value AI opportunities, and delivers a prioritized implementation roadmap.

  • 5-domain maturity scoring framework
  • Technology architecture review
  • Security & compliance gap analysis
  • AI readiness benchmarking
  • 90-day quick wins identification
$3,500–$5,000 · 3-week fixed engagement

Not sure where to start? Begin with a diagnostic.

Most engagements start with a 3-week Operational Intelligence Assessment — a low-risk entry point with a clear deliverable and defined next steps.

Schedule Your Assessment →

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.

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%)

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

Engagement Models

Three ways to work together

Every engagement starts with a conversation. Most begin with an assessment.

Entry Point

Operational Intelligence Assessment

$3,500–$5,000
3-week fixed engagement
  • 5-domain technology assessment
  • Security & compliance gap review
  • AI readiness scoring
  • Prioritized roadmap deliverable
  • Executive presentation of findings
Start Here
Most Popular

Fractional CTO Retainer

$10K–$15K/mo
3-month minimum · typically 12–18 months
  • 10–20 hours per week dedicated
  • Technology strategy & roadmap ownership
  • Engineering team leadership
  • Monthly executive reporting
  • Agentic AI implementation guidance
  • Vendor & partner management
Book a Discovery Call
Investors & Acquirers

Technical Due Diligence

$5K–$15K
1–2 week project engagement
  • Pre-acquisition tech stack review
  • Architecture & scalability risk
  • Security & compliance posture
  • Team capability evaluation
  • Investment-grade findings report
Discuss Your Deal

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.

⚙️
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 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 →
⚡
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 →
🚀
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.
Please enter your first name.
Please enter your last name.
Please enter a valid email address.
Please enter your company and role.
Please select your situation.