Practice Areas
Three places
I work.
Cloud-native architecture. AI workflow design. The operating method that compresses engineering cycles by 10× to 50×. Most enterprises are leaving 90% of their cloud's capability on the table. Most teams are using Claude as a fancy autocomplete instead of as an operational layer. We can fix both.
01
Cloud-Native Architecture
- — Diagnose where your stack is using cloud services as a data center vs. as a platform
- — Identify the specific anti-patterns driving your cost curve and your re-platform cycle
- — Lay out the path from where you are to scale-by-default, idle-cost-zero infrastructure
02
AI Workflow Design
- — Replace human-coordinated operational loops (intake, triage, dispatch, escalation) with agent-native workflows
- — Architect Claude or other LLM-backed systems to own real work, not just answer questions
- — Build the operational discipline around AI agents that makes them production-grade, not demo-grade
03
The Operating Method
- — Teach your team how to operate Claude and AI tools at the architecture level, not as autocomplete
- — Establish session continuity, context persistence, and multi-instance coordination as infrastructure
- — Compress the engineering cycle by 10×–50× without losing decision quality
When to bring me in
Some problems aren't a tooling problem.
They're an architecture problem.
You don't need me if
- — Your stack already runs on event-driven, serverless, scale-by-default services
- — Your team is already operating Claude (or similar) at the architecture level
- — You just need more capacity executing a known-good plan
You call me when
- — Your cloud bill scales linearly with your customer count
- — Your roadmap is measured in quarters because every change requires a re-platform
- — You're paying SaaS pricing for software you should own outright
- — Your infrastructure costs more idle than it does at peak
- — Your team built it the way they knew, not the way the cloud was designed
- — You're staring at a re-architecture project and wondering if there's a way around it
Service Packages
How we engage.
Fixed-fee sprints or monthly retainers. Hourly billing reserved for narrowly scoped advisory.
Architecture Diagnostic
$25,000 – $50,000
Best For
You suspect your cloud spend or your re-platform cycle is structural, not tactical, and want a definitive read
Includes
Stack review, anti-pattern inventory, cost-curve analysis, defensible target architecture, executive readout
Lower end: contained scope, single system, executive readout. Upper end: multi-system, multi-stakeholder, with prototype.
Cloud-Native Sprint
$60,000 – $120,000
Best For
You have a specific system or service line that needs to be re-architected before the next scale event
Includes
Two-to-four week embedded engagement, target architecture, prototype, migration sequencing, team transfer
Lower end: two weeks, single team, contained system. Upper end: four weeks, multi-team, complex migration.
AI Operating Method
$50,000 – $100,000
Best For
You want your team to build the way Wolfberg builds — Claude at the architecture level, sessions as infrastructure, decision velocity as the bottleneck
Includes
Workshop series, replicable session-context tooling, parallel-instance coordination patterns, ongoing review
Lower end: small team, single workshop series. Upper end: enterprise rollout, custom tooling, multi-quarter ongoing review.
Fractional Architect
$20,000 – $50,000 / mo
Best For
Standing senior architecture support without adding a full-time hire
Includes
Standing advisory, executive prep, architecture review, strategy guidance, decision support across cloud and AI
Lower end: 1 day per week, scheduled cadence. Upper end: half-time embedded, on-call for decisions.
Hourly advisory, on-site strategy days, and bespoke engagements available on request — let's scope first.
Not sure which fits? That's part of the conversation.
Start the conversation