AI is not one of our services — it is the engine behind all of them.
Bid Management
Full bid process management for large-scale tenders
Complete lifecycle support from pre-qualification to contract award. We assist you in structuring your offer, coordinate technical and financial components, and build the narrative that wins competitive tenders in LATAM's energy, mining, and infrastructure sectors.
End-to-end coordination from pre-qualification to award
Projects spanning $50M to multi-billion dollar scale
Deep knowledge of LATAM tender processes and stakeholders
Financial Hedging
Financial risk hedging across volatile LATAM markets
Design of hedging strategies for FX, interest rate, and commodity exposures. Our partners developed this expertise at top-tier financial institutions worldwide — we bring that precision to protect your project economics against LATAM's structural volatility.
Custom hedging strategies for FX, rates, and commodities
Backed by Wall Street trading desk expertise
Structured to match project cash flow profiles
Risk Management
Comprehensive risk frameworks for high-stake projects
We build risk matrices spanning political, regulatory, operational, and financial dimensions — tailored to LATAM's unique environment. Risks are not just identified but quantified, monitored, and systematically mitigated throughout the project lifecycle.
Quantitative approach grounded in actuarial methods
Covers political, regulatory, operational and financial risks
Ongoing monitoring and dynamic adjustment frameworks
Macro & Industry Research
Macroeconomic research & deep-dive industry analysis
Rigorous macro analysis combined with sector-specific deep dives: inflation trajectories, currency regimes, sovereign risk, fiscal policy, and granular industry dynamics across energy, mining, and infrastructure in Latin America.
Country-level macro models for investment screening
Sector deep dives: energy, mining, and infrastructure
Scenario analysis and stress-testing for project decisions
Market Entry
LATAM market entry for international firms
Guiding first-time entrants through LATAM's complexity: regulatory navigation, local partner identification, competitive intelligence, stakeholder mapping, and on-the-ground relationship management. We help you avoid the pitfalls that cost time and capital.
Regulatory and concession framework mapping by country
Local partner vetting and relationship building
Tailored market entry strategy and execution support
Our Approach
The Secret Sauze
AI Agents & AutomationThe operating layer
Wall Street FinanceRisk, hedging & structuring
Energy & Industry ExpertiseSector-specific intelligence
Deep LATAM KnowledgeRegion, regulation & networks
The question worth asking
What happens when AI agents take over your operations?
Not hypothetically — operationally. We are building the answer: purpose-built agents that handle due diligence, risk monitoring, macro research, and reporting at a fraction of the time and cost. The firms that deploy this infrastructure first will define the next decade in LATAM.
The combination no one else has
AI × Finance × Energy × LATAM
Our edge is the intersection. AI builders with hardware patents. Former trading desk operators from top global institutions. Deep expertise in energy, mining, and infrastructure. And two decades of on-the-ground experience navigating LATAM's regulatory and political complexity. Together, these don't add up — they multiply.
How we work
A methodology designed for high-stake environments
Every engagement begins with a rigorous diagnostic. We map your deal structure, risk surface, and data environment before recommending anything. From there, we deploy frameworks and agents that are calibrated to your specific context — not recycled from a previous client.
Why Sauze Labs
We give your team superpowers
Tailor-made agents, not generic tools
We design and deploy AI agents built around your specific deal structure, risk profile, and operating context. Not an isolated chatbot — a coordinated system of agents that handles research, monitoring, and analysis in parallel, continuously, and at scale.
Wall Street financial expertise, now accessible
Decades of experience structuring complex financial instruments at top global institutions, now embedded directly into your workflows. Hedging frameworks, risk models, and macro analysis that used to require an entire trading desk — available to your team on demand.
Industry intelligence that compounds
Deep sector expertise in energy, mining, and infrastructure — refined across dozens of high-stake engagements in LATAM. Every new mandate sharpens our models and broadens our network. Your team benefits from everything we have learned, from day one.
Decisions that scale with your ambition
We transform how your organization processes information and makes decisions. Faster due diligence, sharper risk assessments, and real-time monitoring allow your team to pursue more opportunities with greater confidence — without adding headcount.
Who we are
The Partners
Maria Colloca
Partner — Finance & Risk
Former Regional CIO at PUENTE and Head of Institutional Sales at Santander CIB. Actuary by training with a Master's in Finance from San Andrés and an MBA from Northwestern Kellogg. 15+ years structuring complex financial transactions and managing risk functions across Latin America.
MIT Innovator Under 35. Former VP Trader at top-tier global institutions and former CEO of M4Life. 10+ years on trading desks focused on LATAM and emerging markets — FX, fixed income, and commodity markets. Series 7, 63 & SIE certified.
MIT Technology Review Innovator Under 35 LATAM. Founded Carbo Energy (energy storage) and Nydro Energy (acquired by Aramco Power). Patents in AI hardware, energy storage, and grid optimisation. Executive programs at Stanford (M&A) and UC Berkeley (VC). M.Sc. Energy from Karlsruhe Institute of Technology.
Large-scale energy (renewables, oil & gas, power generation), mining and natural resources, and infrastructure (transport, water, utilities) projects across Latin America. Typical engagements span $50M to multi-billion dollar projects at any stage from bid preparation to financial close and operations.
End-to-end market entry support: regulatory landscape analysis, competitive intelligence, local partner identification and vetting, bid strategy, and stakeholder relationship management. We help international firms navigate LATAM's structural complexity — from currency controls and concession frameworks to permitting processes and local stakeholder dynamics, which vary significantly across the region.
Comprehensive risk frameworks covering financial risk (currency, rates, commodities), political and regulatory risk, and operational risk — tailored to LATAM's unique environment. We don't just identify risks: we quantify them, design mitigation strategies, and structure hedging programs. Our actuarial background gives us a rigorous, quantitative discipline that most advisory firms lack.
Our team includes AI builders and patent holders. We use AI to accelerate deal screening, automate data aggregation from LATAM regulatory sources, build macroeconomic models, and monitor real-time risk indicators. We also help clients deploy AI systems into their own deal and analysis processes — custom solutions, not off-the-shelf tools.
We start with a working session to map your project and where we add the most value. From there, engagements range from focused sprints (bid preparation, hedging design, market entry analysis) to longer-term strategic partnerships. Always scoped around a concrete business objective, not a billable hours model.
Deep expertise across Argentina, Chile, Brazil, Colombia, Peru, and Uruguay, with experience in Bolivia and Paraguay. Our regulatory and macroeconomic knowledge spans the full region, and our networks cover government, financial institutions, and corporate counterparts across these markets.
Ready to elevate your next engagement?
Schedule a working session. We will assess your project and outline a concrete action plan.
