Strategic Process Auditing
Enterprise AI deployments often fail because organizations jump to tools without mapping their core operational processes. Our delivery team starts by documenting your current workflows, identifying data handovers, and auditing latency issues across sheets and databases.
We evaluate your requirements against frontier models like Claude 3.5 Sonnet for complex reasoning, GPT-4o for real-time applications, and Gemini 1.5 Pro for large context parsing. This alignment ensures you select the correct tool for the operational requirement.
Model Feasibility & Placement Grid
Our strategy roadmaps evaluate specific business workloads against model features, data sensitivities, and operating costs:
| Workload / Task | Current Bottleneck | Proposed Model Alignment | Security Level | Implementation ROI |
|---|---|---|---|---|
| Technical Report Summarization | 4-8 hours spent reading PDFs | Claude 3.5 Sonnet (Private RAG) | Sensitive (Internal Cloud) | 90% reduction in search time |
| Structured Ingestion Pipelines | Manual sheet copy-paste | Gemini 1.5 Flash (Structured Outputs) | Standard (Governed Gateway) | Eliminates copy-paste errors |
| Asset Telemetry Audits | Stale or missing database records | Llama 3.1 70B (Local Host) | Commercially Critical | Sub-second error detection |
| Financial Dossier Indexing | Manual stock exchange scraping | GPT-4o / Qwen-2.5 (Hybrid API) | Public (Encrypted Gateway) | 30-70% faster reporting cycle |
4-Week Diagnostic Execution Timeline
We deploy our 4-week diagnostic to map your systems and prioritize opportunities without disrupting daily operations:
Stakeholder interviews mapping existing workflows, tools, and sheets without collecting login credentials.
Evaluating data latency, checking access permissions, and identifying security risks in current processes.
Building limited-scope prototypes comparing local-weight models with cloud endpoints on actual datasets.
Presenting ranked portfolios, security architecture proposals, and a 12-month pilot execution plan.