About
Mission
Approach
Mission
At the forefront of AI innovation, we deliver high-impact consulting to empower clients to achieve critical business goals with precision and agility. Through deep, collaborative partnerships, we uncover unique data and model challenges, crafting bespoke AI solutions tailored to each client’s needs. Our expertise in orchestrating large-sc
At the forefront of AI innovation, we deliver high-impact consulting to empower clients to achieve critical business goals with precision and agility. Through deep, collaborative partnerships, we uncover unique data and model challenges, crafting bespoke AI solutions tailored to each client’s needs. Our expertise in orchestrating large-scale data annotation, model tuning, and advanced AI capabilities—through machine learning optimization, LLM fine-tuning, and vectorization—transforms raw operational data from equipment telematics, field operations, and supply chain logistics into actionable intelligence. By navigating the complexities of unpredictable, profit-driven open-source ecosystems, we drive efficiency, enhance algorithm performance, and ensure compliance across diverse industries, fostering enduring relationships built on trust, innovation, and measurable impact.
Team
Approach
Mission
Our consulting firm specializes in modernizing legacy systems and seamlessly integrating AI-powered components. With seasoned experts from diverse industries, we combine deep operational insight with strategic partnerships in data management, AI model development, and machine learning infrastructure. Through meticulous reviews and targete
Our consulting firm specializes in modernizing legacy systems and seamlessly integrating AI-powered components. With seasoned experts from diverse industries, we combine deep operational insight with strategic partnerships in data management, AI model development, and machine learning infrastructure. Through meticulous reviews and targeted planning, we navigate open-source complexities to deliver tailored, scalable AI solutions. Our approach optimizes resource utilization, enhances algorithm performance, and drives real-time impact through precise model tuning—empowering clients with clarity, confidence, and measurable results.
Approach
Approach
Approach
Born at the intersection of raw data and real-world AI deployment, our mission thrives on bridging this critical divide. Our seasoned consultants, drawn from diverse industries, forge deep, collaborative partnerships to uncover unique data and model challenges. Through meticulous reviews, strategic planning, and agile collaboration with t
Born at the intersection of raw data and real-world AI deployment, our mission thrives on bridging this critical divide. Our seasoned consultants, drawn from diverse industries, forge deep, collaborative partnerships to uncover unique data and model challenges. Through meticulous reviews, strategic planning, and agile collaboration with trusted partners, we navigate the complexities of unpredictable, profit-driven open-source ecosystems to deliver scalable, high-precision AI solutions. By focusing on algorithm performance and employing machine learning optimization techniques, we craft AI models that enhance decision-making, streamline workflows, and ensure compliance in dynamic settings. Our approach includes model tuning and model tweaking, leveraging data streams from varied operational environments. Our commitment to fostering trust, agility, and measurable impact cultivates enduring relationships, empowering organizations to adapt and excel in an ever-evolving technological landscape.
Customer Success
Global Footwear Brand Streamlines Inventory Planning
A global, multi-channel footwear brand partnered with ModelTweaking to modernize how its Inventory Team handles forecasting and seasonal replenishment. Historically, the planning process relied on multiple Excel files spread across different seasons and years, causing slow cross-year analysis, data duplication, and version conflicts between planners. Every planning cycle required manual data stitching just to answer basic questions about performance trends and future purchasing needs.
ModelTweaking designed a Copilot-enabled Excel environment that treats multiple open workbooks as one continuous dataset. The planners didn’t need to rebuild any files or change how they work — Copilot simply sits on top of their existing structure and eliminates the friction. Instead of hunting through spreadsheets or copying data between years, planners now surface insights instantly across channels and seasons, freeing up time to focus on decisions rather than data manipulation.
The result was a complete shift in the team’s planning rhythm. Cross-year forecasting that once took hours can now be surfaced in minutes, reducing the time between reviewing prior performance and determining what to purchase next. The team moved from reactive reporting to proactive forecasting, enabling faster alignment between DTC, retail, and marketplace channels — and better outcomes for the business.
Why an AI Agency Matters in 2025
AI doesn’t replace people — it needs people.
AI tools have become unbelievably capable, but they still don’t implement themselves. Copilot can analyze a spreadsheet, ChatGPT can draft an email, and Agentforce can structure a workflow, yet not one of these tools knows your business, your data, or your team. They don’t understand your messy file systems, your seasonal patterns, your inventory quirks, your approval flows, or the small internal shortcuts your team has relied on for years.
That’s why an AI Agency exists. AI on its own is raw potential. An AI Agency provides the human intelligence that shapes that potential into something your organization can actually use.
AI Won’t Replace Your Team — But Teams Using AI Will Pull Ahead
Every company feels the pressure to “use AI,” but most teams quickly discover that simply having AI tools isn’t enough. The technology can hallucinate, misunderstand context, or apply the wrong logic at the wrong moment. It doesn’t know when data is incomplete, when an edge case is about to break a workflow, or when a subtle business rule matters more than pure automation.
AI needs people to guide it, check it, and tune it.
It needs someone who understands your business first and the technology second.
It needs a partner who can see the bigger picture and translate that into precise, reliable workflows.
This is the gap an AI Agency fills.
What an AI Agency Really Does
A good AI Agency starts by understanding how your work actually gets done — not how it looks in a diagram, but how people really use tools, pass files around, make decisions, improvise, and fight through bottlenecks. From there, the agency designs AI workflows that fit into the systems your team already uses, whether that’s Excel, Salesforce, Google Workspace, shared drives, or a mix of legacy tools that have evolved organically over years.
The agency becomes the human layer that AI can’t provide for itself. It interprets context that AI can’t see. It builds guardrails where AI needs boundaries. It sets up human validation loops so automations are consistent, safe, and trusted. And once everything works, it teaches your team how to use AI confidently and correctly — which eliminates the chaos that comes when everyone experiments on their own.
In short: the AI Agency makes AI usable.
Why ModelTweaking Is the AI Agency Built for This Moment
ModelTweaking focuses on the practical side of AI — the everyday workflows where teams lose the most time. Instead of overwhelming your business with complicated systems, we enhance the tools your team is already comfortable with. If your world runs on Excel, we make Excel smarter. If Salesforce drives your day, we bring Agentforce and automation into it. If your team spends hours stitching data together, we eliminate the stitching.
We don’t hand clients a strategy deck and walk away. We build things that work right now.
No hype. No jargon. Just real improvements in forecasting, reporting, sales support, customer engagement, and operational efficiency.
The technology is powerful, but the transformation only happens when humans shape it. That’s the role of an AI Agency. And that’s exactly what ModelTweaking delivers: human-led, AI-accelerated change that fits your business instead of disrupting it.