SLASH ENGINEERING COSTS WHILE ACCELERATING INNOVATION
Retain your top engineers, empower them with AI, and offload routine work to cost-effective teams-all with complete visibility and control.
=>> Click to download the free Lean Engineering Readiness Scorecard and gain actionable insights to reduce costs, improve efficiency, and accelerate innovation
Designed for U.S. product and engineering leaders
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The Problem
AI is changing how software is built. Work that previously required full teams can now be delivered by a smaller group of high-performing engineers with the right tools and workflow.
Most engineering organizations still operate with 2015-style team structures. Only 10–20% of the team members are top talent; the rest are bogged down with maintenance, templating, and other commodity tasks that AI and a governed, right-shored capability can complete faster and at a lower cost.
Forward-looking companies are reshaping their teams now to avoid high payroll, slow innovation, and bloated processes.




Our Approach
Strategic Actions |
Description |
Retain the top 10–20% of your talent, empowered by AI-enabled workflows |
Keep your A-player core, empowered with AI tools, to set architecture, standards, and manage complex change. |
Right-shore programmable tasks to our U.S.-governed, Asia-based delivery teams at ~50% cost | Shift routine, programmable tasks to cost-effective teams in Asia, managed with U.S. governance. |
Maintain quality, reduce spend, stay in full control via SLAs and accountable execution |
Ensure high-quality delivery with clear SLAs, proper documentation, and strong accountability. |
What This Looks Like in Practice: Demo Calculation
A U.S. company employs 40 engineers at approx USD 10,000 per month each.
- Baseline payroll: USD 400,000 per month
- Retain 10 top engineers: USD 100,000
- Remove 20 mid-level roles: USD 200,000 saved
- Add a Gradion delivery unit: USD 50,000
- AI covers the remaining productivity requirement

Net savings: about USD 150,000 per month, which is about USD 1.8 million per year.
Reinvestment Potential: The savings can be reinvested to scale high-value activities, enhance productivity, or drive further innovation in key business areas, such as increasing capacity in growth areas and investing in high-value talent.
Output is maintained and often improves because the retained core focuses on high-value work, while AI and strategic reallocation streamline operations.
Addressing the Concerns
Trust |
Gradion combines named senior consultants with vetted delivery teams. Work runs under SLAs, secure access patterns, and clear accountability. |
Morale | Top engineers gain focus and better tools. Low-value work and bottlenecks are removed. Ownership and standards are clarified. |
Risk |
Vendor capacity is easier to scale than headcount. Contracts, KPIs, and quality gates provide measurable control. |
Why Organizations Select Gradion

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Elite consulting power to plan, structure, and optimize the operating model
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Execution at scale, half the cost via Asia delivery centers measured against SLAs
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AI-augmented delivery embedded in workflows to increase output and quality
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Flexible engagement that scales up or down without lock-in
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Results focus that goes beyond a report to accountable execution
Built for U.S. Leaders

Secure governance, data compliance, and high-velocity output

Talent retention and team morale protection

Flexible, scalable engagement—not a fixed-cost offshore team
FREE DOWNLOAD
LEAN ENGINEERING READINESS SCORECARD: BENCHMARK YOURSELF AND GAIN INSTANT CLARITY
Why This Scorecard?
Engineering organizations today are under pressure to deliver faster, smarter, and more cost-efficiently. But true “lean” engineering is not just about reducing cost - it requires:
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AI-enabled workflows
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Globally distributed but right-shored teams
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A culture of continuous improvement
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Systems that align engineering velocity with business outcomes
This scorecard provides CTOs and VPs of Engineering with a structured self-assessment to quantify where they stand, and where gaps could slow transformation.
In This Free Scorecard, You’ll Be Able To:
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Benchmark your organization against lean engineering maturity models.
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Evaluate how well your teams leverage AI-enabled development and automation tools.
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Assess right-shoring strategy - balancing global cost optimization with speed, IP protection, and collaboration quality.
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Measure leadership alignment around productivity vs. innovation trade-offs.
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Identify whether your engineering systems, data flows, and governance support scale without friction.
What You’ll Gain
1
Clarity
Understand if your engineering model supports lean delivery or still carries legacy inefficiencies.
2
Actionable Insights
Translate scores into concrete improvement priorities.
3
Strategic Alignment
Position your team to move from “cost-center engineering” to a lean, AI-enabled business driver.