How We Deliver AI Execution At Scale

Alex Pshenianykov
President of Techery

The promise of Artificial Intelligence is vast, but the journey from conceptualization to tangible business value is often fraught with challenges. Many AI projects stall in the abstract, remain confined to a single department, or fail to integrate seamlessly into existing workflows. At Techery, we take a different approach. We're not just AI consultants; we're builders who focus on execution, ensuring that AI initiatives move beyond the whiteboard and deliver measurable improvements to your users, data, and bottom line. This article outlines our methodology for building, launching, and scaling AI solutions that truly work within the enterprise.
Bridging the AI Implementation Gap
The AI landscape is buzzing with potential, yet many organizations struggle to translate that potential into real-world results. We've seen countless AI projects that sound promising in theory but fall short in practice. Why? Often, it boils down to a disconnect between the AI vision and the practicalities of enterprise implementation. Projects can be too abstract, lacking a clear path to integration; too siloed, benefiting only a narrow segment of the business; or too technically complex, alienating the end-users who are crucial for adoption. Ultimately, if an AI solution doesn't enhance the experience of customers or employees and doesn't align with the company's operational realities, it's unlikely to deliver significant value.
The Techery Difference: Building AI That Works, From the Ground Up
At Techery, we've built our approach to AI execution on a fundamental principle: start with the reality of your business. We don't begin with the latest AI buzzwords; we begin by understanding your existing workflows, your core systems, and the needs of your users. Only then do we strategically integrate the most relevant AI capabilities into the specific areas where they can have the greatest impact.
We are builders at our core. Our expertise spans the entire AI lifecycle, from initial design and development to seamless integration and ongoing optimization. Here's how we execute AI inside the enterprise:
- Working Backwards: We meticulously analyze your current processes, identifying bottlenecks and opportunities where AI can provide tangible improvements.
- Focus on Integration: We ensure that AI solutions seamlessly integrate with your existing technology stack and operational frameworks.
- User-Centric Design: We prioritize usability, recognizing that even the most sophisticated AI is only valuable if it's readily adopted and effectively used by your teams.
Our AI Execution Toolkit: Delivering Tangible Solutions
Our team designs, builds, and launches a range of AI-powered solutions tailored to address specific enterprise needs:
- Customer-Facing AI: Enhance customer interactions through intelligent chatbots, personalized experiences, and smart, intuitive interfaces.
- Process Automation: Streamline repetitive, SOP-driven tasks with Large Language Model (LLM) flows, freeing up human capital for more strategic initiatives.
- AI Knowledge Graphs: Create centralized, easily accessible repositories of company intelligence, empowering data-driven decision-making across the organization.
- Self-Service BI: Enable employees to access reports, answers, and identify trends on demand, eliminating bottlenecks in the traditional BI queue.
- Human-in-the-Loop AI: Implement automation with built-in control and oversight mechanisms, ensuring accuracy and allowing for human intervention when necessary.
Why Techery AI Projects Achieve Real Success
Our track record speaks for itself. We attribute the success of our AI projects to several key factors:
- Deep Enterprise and AI Expertise: Our team possesses a unique blend of understanding enterprise governance and the intricacies of AI technologies, from foundational models to fine-tuning LLMs.
- Full-Stack Capabilities: We build comprehensive solutions, encompassing frontend and backend development, AI layer implementation, seamless integration, and intuitive UI/UX design.
- Usability-First Approach: We design AI solutions with the end-user in mind, ensuring they are practical, easy to use, and directly address their needs.
- Real-World Focus: We delve deep into your actual business processes, avoiding superficial demos and focusing on delivering solutions that drive tangible improvements in day-to-day operations.
- Workflow Alignment: We tailor AI solutions to fit your organization's existing workflows, rather than forcing your processes to adapt to the AI.
The Measurable Impact: Real Results for Real Businesses
The value of our AI execution is reflected in the concrete results we deliver for our clients:
- Cut report turnaround from 3 days to 3 seconds with an intuitive LLM interface.
- Automated 70% of contract review workflows using AI-powered analysis and intelligent escalation logic.
- Our customer assistant resolved 41% of inquiries without human support, significantly reducing workload and improving response times.
- An internal Retrieval-Augmented Generation (RAG) system empowered over 2,500 employees with instant access to live documentation and critical information.
- Saved over 18,000 employee hours per year by automating previously manual and time-consuming data preparation tasks.
- Identified and implemented over $6.1 million in cost avoidance through AI-enabled optimization of infrastructure and operations.
Delivering AI Value That Scales
At Techery, we believe that AI's true potential lies in its practical application and seamless integration within the enterprise. We move beyond the theoretical and focus on building AI solutions that are not only innovative but also usable, scalable, and directly aligned with your business objectives. Our commitment to understanding your unique challenges and our full-stack execution capabilities ensure that your AI investments deliver tangible value and drive meaningful impact across your organization.
Absorb the Real Value of AI with Techery
Stop pitching AI and start building it. If you're ready to move beyond abstract AI concepts and implement solutions that deliver measurable results at scale, Techery is your ideal partner. Let us help you bridge the gap between AI vision and tangible business impact.