01
PE-backed & founder-owned
On a 100-day clock.
Value-creation plans on a 100-day clock; operating partners and CFOs who need AI to show up in the P&L.
Tied to the P&L
Now booking · Q3 2026 · AI Transformation Sprints
The AI-Native
The AI-Native
Transformation Office.
WCG helps operationally complex organizations launch their first controlled AI workflow in five weeks, without sending sensitive data into unmanaged tools.
Built for sensitive workflows: private, hybrid, or external depending on your security posture.
$35K fixed · 5 weeks · you own what we build
Launch AI without giving up control.
Private by design. Hybrid when it helps. Built around operating impact.
Learn about Private AI →
§ Who it's for
Built for operationally complex organizations where AI has to improve real workflows, not just generate demos.
Common buyers
COOs
CFOs
CIOs
PE Operating Partners
Regulated Business Leaders
02
Healthcare & life sciences
PHI off the public cloud.
PHI that can't touch the public cloud; HIPAA and audit-ready by design.
HIPAA-ready
03
Financial services & insurance
Inside your perimeter.
Client and regulatory data that stays inside your perimeter.
Stays on-prem
§ AI Transformation Areas
Where AI shows up first.
Concrete starting points across three areas. The actual first workflow is chosen in week 1.
Where work moves through finance and operations.
- AI-Augmented Financial CloseReconciliations, flux, and PBC prep so the close runs in days, not weeks.
- AI-Driven Order-to-CashDispute resolution, cash application, and invoice accuracy that free working capital.
Expert knowledge work, private and cited.
- Policy & Knowledge AgentsPrivate agents that answer from your policies and playbooks, with cited references.
- Document & Email AgentsRead, extract, classify, and draft across documents and email, inside your environment.
The foundation AI stands on.
- AI-Readiness & Operating FoundationMap how work really moves and build the foundation a rollout can stand on.
- AI-Native Operations DesignRedesign the operating model with AI as a participant, not a bolt-on.
§ What you get
One workflow, selected, designed, and prototyped.
In five weeks, WCG helps your team select, design, and prototype one high-value AI workflow mapped to a measurable operating lever, on the right private, hybrid, or external architecture, and leave with a rollout plan and a fixed-scope build proposal.
Deliverables- Current-state process, data, and sensitivity map
- Architecture recommendation: private, hybrid, or external
- Working AI workflow prototype, on your own data
- Governance layer: access, logging, output review, and usage boundaries
- User walkthrough and enablement session
- Controlled rollout plan, your next 2-3 use cases, and a fixed-scope build proposal
Production rollout is the separate, fixed-scope Use Case Buildout (12–16 weeks), proposed at the end of the Sprint.
Not ready to talk?
Start with the operator's guide.
The Operator's Guide to AI Transformation, how to scope, de-risk, and measure a first AI workflow without losing control of your data.
Get the buyer's guide: The Operator's Guide to AI Transformation →
§ How we deliver AI
Most organizations start with AI. We start with the operating model.
Process redesign
Data foundation
Workflow
AI leverage
§ Why WCG
Senior, practitioner-led, private by design.
Founded by ex–Big 4 consultants, WCG is built for operationally complex work: we start with the operating model, then ship working AI, on the architecture your data requires. You work with senior practitioners who have done this inside real operations, not a junior-staffed agency.
Big-4 pedigree
Mid-market execution
Private by design
Mete Tuzcu
Founder & Principal Consultant
Jennifer Reichart
Manager
Anthony Dunavant
Manager
Charlie Yu
Senior Consultant
"We only take work we'd stake our own name on. That's why we start with the operating model, and why we keep your data under your control."
Mete Tuzcu, Founder & Principal Consultant
Trusted on engagements across healthcare, financial services, and PE-backed mid-market.
§ Proof
How the work has shipped.
Anonymized · large hospital group
Process
Months → weeks
Scope
$500M expenses
Accuracy
97%+
Sector
Healthcare
Featured · Healthcare operating workflow
A months-long operating process, compressed to weeks.
A large hospital group reconciled $500M in labor expenses using AI-assisted document understanding (97%+ extraction accuracy), turning a multi-month, large-team process into a few weeks, with fewer people and fewer errors.
An enterprise-scale example also exists; most Sprints run 5 weeks at mid-market scope.
Read the full case study →
§ Risk reversal
How the Sprint de-risks the work.
Fixed fee
$35K, no surprises.
$35K, with no scope-creep surprises.
Week-1 checkpoint
Confirm, rescope, or stop.
After we confirm the workflow, data access, feasibility, and success metric: confirm, rescope, or stop before build work begins.
You own it
Yours to keep.
The workflow, pipeline, and logs are yours.
Model-agnostic
No lock-in.
No vendor, model, or cloud lock-in.
The AI Transformation Sprint
Discuss your first workflow.
Fixed fee
$35K · 5 weeks
Start the conversation →
Production rollout is the separate, fixed-scope Use Case Buildout (12–16 weeks), proposed at the end of the Sprint.