Two audiences.
Same problem.
Whether you're the company adopting AI or the company selling it, the bottleneck is the same: the foundations aren't there yet. We do that work.
Manufacturing
For mid-market producers with real plants, real schedules, and real margins.
AI vendors will sell you a platform. We get the plant ready first — so when the platform shows up, it has clean data, connected systems, and a team that knows what to do with it.
ERP & MES integration
Connect the systems that already run the business so AI has a single source of truth to read from.
Process documentation
Capture the tribal knowledge on the floor and turn it into workflows a machine can follow.
Data hygiene
Clean, label, and structure the operational data — the prerequisite for any predictive or generative use case.
Manual-work automation
Remove the spreadsheet handoffs, the duplicate entry, and the email chains that no AI can survive.
AI Companies
For AI builders trying to land — and expand — inside the Fortune 2000.
Your model isn't the problem. The customer's plumbing is. We get your enterprise customers ready to actually deploy you — so pilots survive past month four.
Customer readiness audits
Go in with a clear-eyed view of what's broken on the buyer's side before the contract is signed.
Deployment playbooks
Reference architectures and rollout patterns that survive contact with a real IT department.
Security & IT prep
Security packets, SOC posture, procurement choreography. The boring work that doesn't kill the deal.
Change management
Pilot-to-production templates so adoption sticks and renewals close themselves.
Where we go deep.
Five verticals where we've done the unglamorous work and seen what actually moves the number.
Manufacturing
For mid-market producers with real plants, real schedules, and real margins.
/ 02Construction
For GCs, specialty contractors, and developers running real schedules in the field.
/ 03Distribution
For wholesalers and distributors moving real product through real warehouses.
/ 04SaaS
For B2B SaaS companies past PMF, before AI-native rebuild.
/ 05Telecom
For carriers, MSPs, and network operators running OSS/BSS at scale.
Find out where you actually stand.
A 30-minute discovery call. No deck, no pitch — just a conversation about what's missing between you and a real AI program.