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Most AI initiatives stall after promising pilots, victims of misaligned leadership and scattered execution. The Workflow Optimization Pilot™ transforms one high-impact process into a production-ready, measurable ROI win in just eight weeks.
This is execution, not theory.
Request Your Executive Diagnostic Call30 minutes • Fit + blockers • Clear next step
Part of the Pragmatic AI Transformation Suite | Turn one workflow into measurable ROI in production systems, fast.
AI pilots drag on. Manual work piles up. Leaders demand ROI, but workflows stay stuck in inefficiency. The Workflow Optimization Pilot™ turns stalled initiatives into measurable throughput.
If any of this feels familiar, you’re not alone:
"Which workflow will pay back fastest if we automate it correctly?"
"Can we ship inside our stack without breaking security or compliance?"
"What measurable outcomes will prove ROI within a quarter?"
"How do we make this repeatable across adjacent workflows?"
A proven, 8-week build process that replaces stalled pilots with a production-grade workflow: what to automate first, how to measure impact, how to integrate safely, and how to hand off so your team can scale it.
Rapid scan of one candidate workflow to surface value, feasibility, blockers, and readiness. We identify where automation can actually stick versus where it’s hype.
We map the end-to-end workflow, redesign for automation, and define the metrics that prove ROI (time saved, throughput, cost, quality).
The core build phase. We implement automation inside your enterprise stack, integrate with existing systems, and validate throughput and quality against the KPI model.
We train internal champions, document the playbook, and package reusable components so you’re not dependent on consultants.
Production-ready outcomes executives can take straight to the boardroom. Measurable ROI, not another prototype.
A fully validated, production-grade workflow embedded in your existing systems, designed for measurable business impact.
Documentation and reusable components that make the win repeatable across adjacent workflows, without starting from scratch.
Your internal team equipped to sustain, adapt, and extend the workflow independently after the pilot concludes.
Best for: Operations and data execution leaders ready to prove AI ROI in production systems within 8 weeks.
We don’t “pilot AI.” We engineer throughput. The pilot is governed by criteria that prevent rework and ensure the workflow is production-ready.
We define success metrics up front and validate against a baseline.
We map exceptions, handoffs, and edge cases so automation survives production.
We confirm data access paths and quality constraints before building.
We design for your existing stack and operating model, not a demo environment.
We address security, privacy, and compliance early to avoid late-stage blocks.
In eight weeks, you move from inefficiency to measurable throughput, validated in your systems and ready to scale.
You will see a meaningful reduction in manual work for the selected process.
You will achieve faster throughput once the optimized workflow is deployed.
You will free up staff time for higher-value initiatives.
You will have a repeatable method to apply to other workflows within 90 days.
A fixed-fee engagement designed for speed and clarity.
Full 8-Week Pilot (implementation + training + handoff)
Note: Software and cloud platform fees are not included; required data infrastructure (e.g., lake/warehouse) is scoped separately.
To move fast, we need these inputs:
Many teams recover the fee by putting one workflow into production and avoiding rework from stalled pilots.
Trusted by Fortune 1000 and PE-backed Mid-Market Innovators in Manufacturing, Life Sciences, and CPG
Every engagement begins with an Executive Diagnostic Call. This initial step helps us evaluate your current AI maturity and recommend the best engagement path for measurable impact.
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