AI Assistant Integration for an ERP System
We kicked off a project to create an AI assistant to make the client's ERP system even better. Our goal was to develop a text-based Q&A AI assistant that users
Business transformation experiments in the AI era often remain just that — experiments. Only those who approach the challenge systematically manage to scale to the stage of productive development. AI transformation consulting services from CHI Software are designed to turn your ideas into stable, scalable solutions that deliver real ROI.
Integrating artificial intelligence into an existing system isn’t difficult — provided your current architecture isn’t hampered by the limitations of its era. Many companies take a flawed approach: they focus on AI features first, implement them, and only at the end of their transformation journey do they consider the legacy system that is fundamentally incompatible with the AI revolution.
Our AI transformation consultancy is built on a different philosophy: we begin by analyzing business constraints, legacy systems, and potential profitability, rather than simply selecting trendy AI tools.
According to McKinsey’s 2026 CIO budget analysis, conscious modernizers reduce operating costs through standardized platforms and a robust data foundation. Meanwhile, IBM emphasizes that eliminating technical debt can increase the ROI of AI solutions by 29%. Our AI transformation consulting services focus on preparing your business for innovation, ensuring long-term resilience and efficiency.
Be careful — it’s easy to miss the moment when a transformation journey becomes essential for your system. To prevent this, pay attention to the following signals: the complexity of outdated systems, weak governance, or fragmented responsibility. It’s time to call in the experts. Even if the signals are subtle, our AI transformation consultants help identify bottlenecks where technical debt is stifling growth.
AI experiments are indeed a sign of movement — provided they are executed according to a well-thought-out strategy that considers weaknesses, trends, and market conditions. Without a systematic approach, you only create the illusion of progress. We, in turn, help consolidate your AI efforts into a single plan aimed at delivering real business value.
Manual intervention in workflows is still used in many companies simply by inertia. However, it hampers development, demands significant resource costs, and slows down processes. If certain tasks in your company are still performed manually, AI-powered automation can unlock massive opportunities. We propose implementing changes incrementally, ensuring a smooth transition.
Legacy architecture often prevents effective AI integration. Your system was created in a different technological era and undoubtedly bore fruit; however, evolution requires change. We assess your systems’ readiness for scaling.
Not every use case is worth the investment. Leveraging our successful track record in providing Agentic AI development services, we help evaluate the potential of each idea and select those that will yield the maximum impact.
Many projects get “stuck” in the POC stage. Numerous stumbling blocks can prevent the transition from an experimental result to a finished solution. Our AI transformation consulting firm focuses on building solutions ready for real-world operation.
Most AI initiatives stall because the foundation is not ready: data pipelines are fragmented, legacy systems block integrations, and there is no governance model to take pilots into production. If your board is asking why AI investment is not converting into measurable results, the answer is usually found in the first week of assessment.
We conduct a deep audit of your current infrastructure, data, and processes to determine your readiness for AI-driven changes.
We develop a detailed strategy that identifies priority areas where AI will deliver the most value for your business.
We prepare your data and architecture for the seamless integration of new solutions by eliminating technical barriers.
We implement security policies and risk management frameworks to ensure that the use of artificial intelligence is transparent and secure.
We design specific solutions tailored to your business objectives, providing a clear implementation plan.
We assist your team in adapting to new tools, conduct workshops, and continuously optimize systems according to current trends to enhance performance.
CIOs managing multiple AI vendors across strategy, data, cloud, and delivery spend more time on coordination than on outcomes. Our AI transformation consulting covers architecture, data readiness, governance, and implementation planning inside one engagement…
Which scenario will you choose: instantly bolting AI onto your system and spending the next year struggling to align your current architecture with Artificial Intelligence API requirements — wasting both time and money?
Or, reaching out to an AI transformation consulting firm, spending four weeks creating a Transformation Roadmap, and implementing recommendations into your system quickly, without the costs associated with bugs and incompatibilities?
The CHI Software process is a phased interaction that provides leadership with a clear vision of dependencies, risks, and budget solutions without halting ongoing operations.
We study your current business processes and identify areas where AI transformation consulting can deliver the fastest impact.
An evaluation of your systems’ technical maturity and their ability to support complex algorithms and large data volumes.
We analyze the extent to which AI can help your specific situation. We identify AI application scenarios that ensure the highest potential ROI and align with your long-term goals.
The most important element is a clear plan. We create a detailed roadmap with specific milestones, deadlines, and the resources required for implementation. We develop this plan while taking your team’s existing capabilities into account.
And that is not the end of the journey. We stay by your side even after the implementation of the plan begins. We offer continuous monitoring of results, risk control, and assessment of the impact on business metrics.
The output of our consulting process is not a slide deck. By week four, your team receives a risk-mapped transformation roadmap, a written dependency and integration assessment, and a phased delivery plan tied to business milestones your CFO can track.
We help implement cross-functional use cases that only become a reality once data and integration bottlenecks are cleared. Our AI transformation consulting firm focuses on connecting AI to your ERP, CRM, and financial systems.
Sales and Proposal Workflows: Optimization of sales processes and automated proposal creation.
Legal and Compliance Workflows: Acceleration of document analysis and regulatory compliance monitoring.
HR and Resource Management: Automation of recruitment and resource planning.
Finance and Back-Office Operations: Improving the accuracy of financial reports and forecasting.
Marketing and Content Operations: Personalization of customer experiences and content scaling.
Engineering and Product Teams: Accelerating development using AI innovation tools.
Around one-third of legacy systems cannot connect to AI tools without prior modernization. If your planned AI use cases touch ERP, CRM, finance, or HR workflows, the integration complexity determines whether those use cases ship in production or stay in a pilot forever.
We know how to update systems gradually without disrupting your business stability, thanks to our extensive experience in providing AI training data services, AI development services, AI transformation services etc.
Our team combines knowledge across all sectors necessary for a successful transformation journey. We help you avoid vendor sprawl by aligning AI, data, cloud, and delivery decisions around one roadmap, one accountable partner, and fewer fragmented suppliers.
We have extensive experience working with large corporate structures where every detail and data security matter. We understand the realities of large organizations, including procurement reviews, audit trail expectations, security questionnaires, and exit planning, so your legal, finance, and security teams can evaluate the engagement with confidence.
CHI holds ISO 9001 and ISO 27001 certifications and arrives with pre-filled security questionnaires, a documented exit plan, and SLA terms your legal team can review before any commercial conversation.
These are comprehensive services encompassing assessment, strategic planning, and the preparation of business infrastructure for artificial intelligence integration to achieve measurable results.
Think of standard AI consulting as fixing a specific problem — like installing a new app or automating one task. It’s a “point-and-click” solution. AI transformation consulting, on the other hand, is a total business upgrade. We don’t just hand you a tool; we look at the big picture. We help you modernize old systems that are holding you back and work with your team to shift the company culture toward data-driven decision-making. It’s the difference between buying a faster engine and redesigning the whole car for a different race.
You won’t just get a “good luck” handshake. You’ll walk away with a complete strategic toolkit, including:
A Reality Check: A deep audit of your current systems—what’s ready and what isn’t.
A Winning Map: A clear breakdown of where AI will actually make you money (and where it’s just hype).
The Blueprint: A technical architecture plan that shows how everything fits together.
The Game Plan: A step-by-step roadmap that includes honest timelines, budget requirements, and a heads-up on potential risks.
In short: you get a no-surprises manual for exactly how to build your AI future.
A typical initial consulting phase lasts from 4 weeks, depending on the size of the organization and the complexity of its systems.
Yes, one of our primary objectives is to find ways to integrate AI into your current systems or develop a plan for their necessary modernization.
Success requires the involvement of top management (CIO, CTO, CFO), as well as the heads of key departments where automation is planned.