Powertrain Enterprise · Digital Transformation Advisory
Your team already uses AI. Now make it show up in the P&L.
We embed senior operators with your commercial, finance, and operations teams. We diagnose where AI pays back, ship working automations in weeks, and leave your people fluent enough to run them. Built for companies with 100 to 1,000 MM MXN in sales that can’t afford a pilot that goes nowhere.
Built for the leaders who have to turn AI from a talking point into a margin line.
DIRECTOR GENERAL & OWNERS
Asked for an AI plan, with no budget for theater
Owners and general managers whose board, family council, or partners want to know what the company is doing with AI, and what it returns.
COMMERCIAL DIRECTORS
Sellers buried in quotes, follow-ups, and CRM entry
Commercial leaders whose team spends more time on quoting, data entry, and chasing replies than on selling.
CFO & ADMINISTRATION
Closing, reconciliation, and collections on spreadsheets
Finance teams still running CFDI reconciliation, accounts receivable, and the monthly close on spreadsheets and overtime.
COO & OPERATIONS
Processes that depend on two people who can’t take vacation
Operations leaders whose purchasing, inventory, and reporting live in a few people’s heads — and who want them documented, automated, and measurable.
Diagnose. Automate. Upskill.
48% of Mexican companies now use AI, and 46% of them can’t reliably measure what it returns (AWS / Strand Partners, 2026). Adoption isn’t the gap. Return is. One operator team covers the full path, from first diagnosis to a team that runs AI without us.
01
Diagnóstico: AI readiness & ROI
A fixed-scope, 4-week assessment. We map your core processes and the data behind them, rank every opportunity by effort, risk, and return, and set the ROI baseline you’ll measure against.
02
Empowering commercial teams
Automation and ad-hoc AI built around how your team actually sells: lead qualification, quotes and proposals, pricing intelligence, CRM hygiene, and follow-up across email and WhatsApp.
03
Back-office & operations automation
The least glamorous AI pays back first. CFDI and bank reconciliation, collections, purchasing, inventory signals, and management reporting, built on the ERP and tools you already own.
04
AI talent & fluency
Hands-on programs for leadership and frontline teams, built on your own processes. Internal champions, usage guardrails, and data policy keep adoption growing after go-live.
How an engagement runs
Weeks to first value. Not quarters.
Start with the Diagnóstico. Every phase after it is optional, and scoped to what the Diagnóstico found.
Diagnóstico · 4 weeks
Map your processes and data, prioritize use cases, and set the ROI baseline.
Build sprints · 8–12 weeks per area
Ship automations in Commercial and Back-Office, with live KPIs from the first sprint.
Transfer · from day one
Train internal champions, document playbooks, and hand over ownership of every workflow.
What’s included
Full Operator Stack
Senior operators who have built and run companies, not junior analysts.
Monthly steering with your leadership team, so every automation lands on a KPI you already track.
Measured deliverables
Every automation ships with a KPI and a before-and-after baseline. Never a black box.
Leadership-ready ROI reports
A monthly report your board or family council can read in five minutes.
Scoped proposal in 5 business days
From a 30-minute call to a fixed scope, timeline, and operator roster for your Diagnóstico.
When we leave, the AI muscle stays.
Most AI projects fail on adoption, not on technology. Your people build alongside ours, every workflow is documented in your own systems, and ownership is handed over from day one.
Hands-on upskilling on your own processes, not generic demos
Documented playbooks, prompts, and runbooks inside your systems
A clear handoff plan from day one — no black boxes, no lock-in
What sets us apart
Operators, not vendors. We don’t resell licenses, so our recommendation follows your ROI, not a quota.
ROI before code. Nothing gets built until it has a baseline and a KPI.
Sized for the mid-market: scoped for 100 to 1,000 MM MXN companies — no Big Four budgets, no enterprise timelines.
Built on what you already own. Your ERP, your CRM, your WhatsApp — we integrate before we replace.
An AI capability your company owns — with the diagnosis, the automations, and the team fluency to keep turning AI into margin. Built alongside you. Owned by you.
Ready to find your first win?
Book a 30-minute call. We’ll come back with a scoped Diagnóstico proposal within 5 business days.