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Embedded AI Operations

AI Built For How You Operate.

We build departments that run themselves—without adding headcount.

View Methodology
75%
Work automated
24/7
AI coverage
<2wk
To ROI

Trusted by established, growing businesses across the globe

TAYS
OFDC
UNIFIED
AVENUE
TMG
COASTAL DESIGNS
Our Core Belief

There is no silver bullet for AI. But there is a proven process.

For established businesses, AI only creates value when it integrates with the infrastructure and workflows you already rely on. Our approach has been perfected across hundreds of transformations—for teams of 10 to 1,000.

Our Approach

We don't sell software. We build capability.

Most AI vendors want to trap your data in their proprietary platform. We take the opposite approach: we build custom AI agents that live inside the tools you already use.

Process-First Architecture

We don't start with code. We start by mapping your operational bottlenecks. We only build AI where it guarantees a measurable reduction in manual hours or error rates.

Agnostic Integration

Whether you run on Salesforce, HubSpot, custom ERPs, or legacy databases, our agents connect via API to do the work exactly where your team already lives.

Enterprise Security

Your data never trains public models. We deploy secure enclaves and utilize zero-retention APIs to ensure your proprietary information remains strictly yours.

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The AI Stack Ladder

A proven process. Every engagement, every time.

From the first conversation, you know what we're building, what it costs, and what it returns. No surprises. No scope creep. No disappearing acts.

01AI POLICIES

Governance First

We start by aligning with your leadership on vision, values, and guardrails. Before anything is built, you have a clear AI usage policy that protects your business, your customers, and your team — and sets the foundation for everything that follows.

Deliverables
2-Page AI Usage PolicyTool Approval ProcessEmployee Training PlanQuarterly Audit System
02ROADMAP & BUDGET

A Roadmap You Can Actually Read

We translate every AI opportunity we've identified into a concrete, financially-modeled 12-month plan. You see what we're building, in what order, what it costs, and what it's projected to return — before we write a single line of code.

Deliverables
Visual Roadmap with TimelinesPhased Budget AllocationROI Projections by QuarterRFP / Scope Documentation
03BUILD & DEPLOY

Two New Tools. Every Month.

Execution happens in 2-week sprints. We ship two production-ready AI tools per month, starting with the highest-ROI opportunities from your roadmap. Every tool is enterprise-grade — version controlled, tested, monitored, and documented.

Deliverables
Deployed AutomationsSystem IntegrationsCustom AI ModelsCI/CD Pipelines
04TRAINING & ADOPTION

Making Sure It Actually Gets Used

The most sophisticated AI tool is worthless if your team doesn't trust it. We run change management alongside every deployment — training, quick reference guides, and AI champions inside each department to ensure adoption sticks.

Deliverables
LMS & CertificationQuick Reference GuidesAI Champion ProgramFeedback Loop System
05SYSTEM MANAGEMENT

We Don't Build and Walk Away

Your AI stack evolves as your business does. We monitor performance, optimize continuously, and ensure every automation keeps delivering value long after the initial build. Monthly reports. Quarterly reviews. Annual capability assessments.

Deliverables
Monthly Performance ReportsQuarterly Business ReviewsAI Stack Health DashboardAnnual Capability Assessment
Sample Roadmap — Confidential

Before we build anything, you see everything.

This is what a Strata52 AI Opportunity Waterfall looks like. Every engagement starts here — a prioritized, financially-modeled view of every automation opportunity across your departments, scored by impact, cost, and ROI.

You won't find this level of transparency anywhere else. Because we're not billing by the hour — we're on the hook for every line of this document.

$437K+Total impact identified
1,202%Highest ROI found
5 deptsOpportunities mapped
Dept
Sales
33
Pipeline Velocity Engine
Automated CRM hygiene and stalled-deal reactivation
Type
AI Workflow
Build
$12,000
Impact
$187,500
ROI
1,202%
Dept
Finance
33
Intelligent AP Routing
Automated invoice ingestion, categorization, SLA tracking
Type
Off-the-shelf
Build
$5,000
Impact
$50,000
ROI
614%
Dept
HR
32
Compliance Monitor
Proactive anomaly detection for hourly workforce mgmt
Type
Automation
Build
$6,500
Impact
$10,080
ROI
20%
Dept
Operations
31
Regulatory Doc Generator
Automated assembly of compliance documentation
Type
AI Workflow
Build
$10,000
Impact
$130,440
ROI
975%
Dept
Marketing
32
Dynamic Pitch Assembler
Personalized sales collateral generated from CRM data
Type
AI Workflow
Build
$15,000
Impact
$60,000
ROI
229%
Case Studies

AI That Delivers. Results You Can Measure.

Every tool we ship gets documented. Every result gets measured. This is how you know it's working.

01
FINANCE / OPERATIONS

From 40 Hours of Data Entry to Zero.

A logistics company was processing hundreds of PDF invoices manually each week. We implemented a custom AI extraction pipeline that reads, validates, and enters data into their ERP automatically — with zero human intervention.

$408KSAVED / YEAR
0%ERROR RATE
$8KBUILD COST
1 WEEKTO ROI BREAKEVEN
02
OPERATIONS / ADMIN

90% Reduction in Manual Data Entry.

A custom AI handwriting recognition system digitized over 10,000 paper forms monthly, eliminated manual entry errors, and cut processing costs by $3,850/month — without touching existing workflows.

$46,200SAVED / YEAR
10,000+FORMS / MONTH
90%REDUCTION IN MANUAL ENTRY
03
SALES / DEAL FLOW

20,447% ROI on AI-Powered Deal Sourcing.

A mid-market PE firm replaced a $81,200/year manual scouting process with an AI stack that automatically identifies, scores, and engages potential investment opportunities — generating 900 qualified leads annually.

20,447%ROI
900QUALIFIED LEADS / YEAR
30 HRS → 3 HRSPER WEEK
< 2 DAYSBREAKEVEN
Use Case: Proposal Generation

From 2 Weeks to 2 Minutes.

We replaced a chaotic, multi-step bottleneck with a single AI workflow. No more hunting for files, waiting on design, or chasing approvals.

Before — Manual
2 Weeks
  • Sales rep manually pulls notes, price sheets, meeting data
  • Proposal writer drafts from scratch with back-and-forth revisions
  • Design team formats in Canva before anything goes to the client
After — AI Workflow
2 Minutes
  • Rep submits a 1-click form — that's it
  • AI reads HubSpot, pulls pricing, writes and formats the proposal
  • Client receives a polished proposal automatically

Every business needs an AI department. We're here to be yours.

Our clients aren't looking for flashy software. They're looking for accountability. They want a team that shows up with a concrete plan, a measurable roadmap, and a clear focus on moving the needle for their business.