Data and AI Advisory Structured for Operations
We design clear reporting flows, audit business databases, and plan internal AI strategies, ensuring everything matches local SME operations before code is written.
Data Strategy & Audit
We catalog files, trace database connections, and highlight integration gaps to build a structured pipeline document.
- Clarifies: Where critical files reside across regions.
- Inputs: Local spreadsheets, active cloud tools.
- Pre-check: Format inconsistencies must be cleared early.
BI Dashboards & Reporting
We clean up reporting flows to give managers centralized, interactive views instead of chaotic weekly spreadsheet summaries.
- Clarifies: Key operational trends and team bottlenecks.
- Inputs: Transaction databases, logistics software.
- Pre-check: Data access permissions must be strictly mapped.
AI Readiness Planning
Evaluating whether internal data pipelines can support generative AI models safely, highlighting key security risks.
- Clarifies: Realistic pilot cases vs. high-risk hype ideas.
- Inputs: Document libraries, API access maps.
- Pre-check: Requires careful review to prevent data leaks.
Reporting Automation
Setting up scheduled scripts to compile operational sheets automatically, reducing manual work for your team.
- Clarifies: Repeating data entry tasks that can be automated.
- Inputs: Daily export lists and operator sheets.
- Pre-check: Human review checkpoints remain essential.
Data Governance Basics
We trace permissions, storage durations, and archive guidelines, helping you map out data ownership across your organization.
- Clarifies: Who owns key spreadsheets and storage paths.
- Inputs: Internal security rules and team charts.
- Pre-check: Operational framework only (no legal advice).
LLM & RAG Planning
We design retrieval paths for custom wikis and user guides, showing how LLMs query your database without training external models.
- Clarifies: If existing documents are structured enough for search.
- Inputs: Local PDF folders, policy guides, knowledge sheets.
- Pre-check: Document formats must be normalized before testing.
Our Engagement Philosophy
At Spotlightfeedtrx, we keep engagements straightforward and realistic. We do not guarantee "instant ROI" or "total business automation." Instead, we work alongside your team to resolve core data gaps, build reliable dashboards, and ensure technical changes are fully documented for long-term ownership.
All strategies require strict checks, and any compliance review must be approved by your internal legal counsel.