AI Operations Architect
Your workflows
are the strategy.
We map how your team actually works, then design AI infrastructure that fits. Not the other way around.
Takes 15 min. No signup required.
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The problem
Your team doesn't need another tool. They need a system that fits.
- Your ops team copies data between three systems because nobody built the bridge
- You bought an AI tool six months ago and nobody on the team uses it
- Approvals sit in email threads for days while the work waits
- Your competitors are shipping AI features and you're still debating where to start
- Three teams use the same AI tools and get three completely different results because nobody designed the system
How we work
Three rules we don't break.
Process first, technology second
We start by understanding how your team actually works, not by recommending tools. AI that doesn't fit your workflow is just another thing to maintain.
Honest about what AI can't do
If a workflow doesn't need AI, we'll say so. We'd rather lose a project than build something that doesn't earn its place in your stack.
Quick wins, then compounding value
We find the changes that pay off in the first month, then build the system that compounds over the first year. No six-month discovery phases.
Process
From blank page to a clear next step.
Identify what runs your business
Sales, onboarding, invoicing, support. Name the workflows your team actually depends on, not the ones in the org chart.
Map how work actually moves
Drag and connect each step to see the real flow: the handoffs, the bottlenecks, the parts everyone works around.
See where AI fits
We highlight which steps are candidates for automation, which need human judgment, and what to prioritize first.
Questions
What you're probably wondering.
The math
What manual work actually costs you.
10people
$75/hr
15hrs
Annual cost of manual work
$563k
Potential savings at 50% recapture
$281k
FTEs recovered
1.9
Start mapping. Takes 15 min.
Engagement
Structured from day one.
Five phases, the same arc every time. You always know what happens next and what you walk away with.
Discovery & assessment
You walk into your next leadership meeting with one workflow named, ranked, and ready to build — and the reasoning your CFO will sign off on.
Workflow Audit Report
Opportunity identification
Each pain point is evaluated against AI feasibility and business impact. The result is a prioritized roadmap with quick wins and long-term plays.
AI opportunity matrix, Prioritized roadmap
Solution design
Detailed technical and business design for selected AI opportunities. System architecture, data flows, integration points, and a business case with measurable KPIs.
Architecture blueprint, Business case document
Implementation & delivery
We build and ship the workflow. Vendor configuration, prompt and agent scaffolding, data pipelines, and integration with existing tools — running in production by the end.
Shipped workflow, Implementation playbook, Measurement framework
Ongoing support
Monthly review cadence, drift alerts, and new workflow rollouts. The team that built the system tunes it.
Monthly review cadence, Scope expansion
Discovery & assessment
You walk into your next leadership meeting with one workflow named, ranked, and ready to build — and the reasoning your CFO will sign off on.
Workflow Audit Report
Opportunity identification
Each pain point is evaluated against AI feasibility and business impact. The result is a prioritized roadmap with quick wins and long-term plays.
AI opportunity matrix, Prioritized roadmap
Solution design
Detailed technical and business design for selected AI opportunities. System architecture, data flows, integration points, and a business case with measurable KPIs.
Architecture blueprint, Business case document
Implementation & delivery
We build and ship the workflow. Vendor configuration, prompt and agent scaffolding, data pipelines, and integration with existing tools — running in production by the end.
Shipped workflow, Implementation playbook, Measurement framework
Ongoing support
Monthly review cadence, drift alerts, and new workflow rollouts. The team that built the system tunes it.
Monthly review cadence, Scope expansion
Takes 15 min. No signup required.
Start with the process,
not the tools.
Map how your team works today, and we'll show you exactly where to invest in AI, and where not to.
Takes 15 min. No signup required.