
Legacy systems: how to move off the old without shutting the company down
Why it pays to modernize in stages, with the team that knows the system.
Services
AI Solutions DevelopmentCustom AI TrainingsAI Workspace SetupIndustries
ManufacturingEcommerceHR AgenciesForeign TradeAccounting FirmsMarketing AgenciesInsuranceHealth ServicesLegal & NotaryReal EstateFinancial ServicesLogisticsAmbolt is an AI transformation consultancy based in Latin America. We help mid-to-large enterprises find where AI creates real business value, deploy production-grade solutions alongside existing teams, and hand off ownership — through a structured 3-phase model (Assessment, Implementation, Handoff). We serve 12 industries across LATAM.
Leadership everywhere is saying the same thing: adopt AI. But telling your team to "use AI" without a plan is like telling them to "be digital" in 2010. The intention is right. What's missing is the how.
Some people try ChatGPT. Others ignore it. A few go deep on the wrong tools. The result: inconsistent quality, data going into platforms nobody vetted, and zero visibility into what's actually working.
There are new models, new tools, and new capabilities constantly. Your team can't track all of it and do their work at the same time. And picking the wrong tool has a cost: you build around it, train people on it, and then find out it was the wrong bet.
Real leverage comes from AI connected to your data, your workflows, your team's daily operations. Who can access what, where outputs go, how decisions get routed.
Teams that adopt AI together learn faster. One person finds a shortcut, documents it, and suddenly the whole team operates at that level. That compounds week over week.
How We Work
We map your company, build the system alongside your team, then leave the keys behind.
The challenge
An accounting firm burned hours classifying movements in non-standardized bank statements. In tax season demand spikes and hiring for it never pencils out.
What we did
We built a system that extracts and classifies movements straight from the files, consolidates them, and helps manage each client.
less time per client. Tax-season capacity without new hires.
The challenge
A large metallurgical firm ran new-supplier KYB over email — document requests, revisions and sign-offs across teams that dragged on for weeks.
What we did
We built a supplier portal where the whole process resolves in one interaction, with internal traceability of every approval.
one interaction per party, instead of weeks of email back-and-forth.
The challenge
At a performance agency, know-how lived scattered across each person: service quality depended on who took the account and was hard to scale.
What we did
We built a set of custom Claude skills and connectors that standardizes service quality and speeds up time spent per client.
consistent quality standard across the whole team, whoever handles the account.
The challenge
A health-tech founder wanted to validate his AI clinical-triage startup in the market, to raise capital and build a team around it.
What we did
We built an MVP in 3 weeks and worked alongside his team to iterate and improve it in production.
users in 3 months. He raised capital and built his in-house team.
Contact
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