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CTO · CDO · VP DATA · VP ENGINEERING · HEAD OF AI

"They fixed our data first.
Not sold us their product."

For CTOs, CDOs, VPs of Data, VPs of Engineering, and Heads of AI. Independent industry research indicates that twelve percent of mid-market companies have data in shape to support AI at scale. The other eighty-eight percent watch their pilots stall not because the model fails, but because the data layer underneath was not engineered for agent-driven workloads. XSparks engagements begin where the failure originates.

Where to start

Four destinations on the technology buyer's path.

DESTINATION 01 · ARCHITECTURE
AIOM, the seven layers
The full architecture. Where Layers 1–2 sit, where Layer 6 lives, how governance runs through everything.
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DESTINATION 02 · INNER PAGE
Data Readiness (AIOM Layers 1–2)
The most fleshed-out engagement. Assess in 1–2 weeks. Build in 4–6. Operate as long as you want us in.
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DESTINATION 03 · METHODOLOGY
Forward-Deployed Engineers
How the team is staffed. Same team builds it and operates it. No proprietary stack you can't operate without us.
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DESTINATION 04 · PROOF
Architecture-buyer outcomes
Case studies where the lead buyer was a CTO, CDO, or VP-Data-equivalent.
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What peers got

Outcomes from peer architecture-buyer deployments.

↑ Pilot-to-production rate A mid-market industrial rebuilt AIOM Layers 1–2 before shipping the first agent. MFG · DATA ↑ Audit pass rate A regulated services firm shipped HITL-by-design across the workflow layer. PRO SVCS · GOVERNANCE ↑ Cross-portco data parity A PE operating partner built one data layer, deployed three times. PE · DATA
All outcomes

"We didn't realize how broken our data was until they tried to put an agent on it. The agent failed for a week. They rebuilt the layer underneath. The agent now runs the workflow."

, HEAD OF DATA · MID-MARKET INDUSTRIAL
Engage

Talk to a Forward-Deployed Engineer.

A working architecture conversation. We walk your current AIOM state, Layers 1–2, orchestration, governance, name what we'd rebuild first, and scope the next 1–2 weeks of diagnostic work.

Book a working session

Or email hello@xsparks.ai