Services
AI integration, architecture, data, and commerce strategy for companies that make, move, or sell things. Grounded in production experience. No vendor partnerships, no theoretical frameworks.
Offerings
What We Do
Commerce strategy, data, and AI, from practitioners who've built enterprise platforms for 25 years.
AI Strategy & Assessment
A short list of AI bets worth making, and the ones to walk away from. We get there by assessing your current state honestly, against your real data and team, not a vendor pitch deck.
- Deliverables
- Prioritized AI opportunity roadmap, build-vs-buy evaluations, and honest vendor assessments with realistic timelines.
- Engagement
- Fixed-bid assessment, typically 3–6 weeks. Can stand alone or seed a larger program. See models →
- Outcome
- A short list of AI investments worth making, and the ones to walk away from.
AI Integration & Architecture
Production AI integration: MCP servers, system connectors, OAuth flows, API work that connects LLMs to the systems your business actually runs on. Architecture that ships.
- Deliverables
- Production MCP servers, system connectors (M365, Dynamics, Salesforce, SharePoint, Salsify), OAuth 2.0 On-Behalf-Of flows, Entra ID app registrations, audit logging, and deploy config — running in your tenant.
- Engagement
- Fixed-bid build phases, typically 4–8 weeks per integration. Runs alongside a larger modernization program or as a standalone integration. See models →
- Outcome
- AI integrations live in production, owned by your team, under your control.
Data Strategy & Readiness
Your AI is only as good as your data. We fix the product catalogs, customer records, and order data that decide whether your AI investment pays off or becomes shelf-ware.
- Deliverables
- Schema design, data enrichment plans, data architecture reviews, and quality improvement roadmaps for product catalogs, customer records, and order data.
- Engagement
- Fixed-bid assessment or the first phase of an AI integration program. See models →
- Outcome
- A data foundation your commerce operations can trust today and your AI ambitions can build on tomorrow.
Commerce Strategy
Twenty-five years of selecting, building, and migrating enterprise commerce platforms. Platform advisory, replatforming, composable and MACH architecture, and vendor-neutral roadmapping — because the only platform we recommend is the one that fits your business.
- Deliverables
- Platform selection recommendations, architecture roadmaps, build-vs-buy decisions, and migration plans. Vendor-neutral.
- Engagement
- Fixed-bid advisory engagements. Commonly a precursor to replatforming or composable migration work. See models →
- Outcome
- A platform decision that holds up when engineering actually starts building.
Team Enablement
We succeed when you no longer need us. Pair programming, architecture reviews, prompt-engineering training, and review processes that catch AI-generated mistakes before production: your team owns what we built, long after we're gone.
- Deliverables
- Pair programming, architecture reviews, practical documentation, prompt-engineering training, and review processes that catch AI-generated mistakes before production.
- Engagement
- Retainer or capped T&M. Runs alongside or after an implementation engagement. See models →
- Outcome
- Your team owns and evolves what we built. No long-term dependency.
Operational Automation
Automate the work that drains your team's time. Approval queues, reporting, data entry, the cross-system reconciliation that happens between your systems. AI in the loop, humans on the exceptions.
- Deliverables
- AI-in-the-loop automation for approval workflows, report generation, data entry, and cross-system reconciliation. Guardrails, audit logging, and escalation paths included.
- Engagement
- Fixed-bid build phases scoped per workflow. See models →
- Outcome
- Hours reclaimed every week, with your team in control of the exceptions.