High-Intensity Systems Diagnosis
The AI Dispatch is a 4-hour, fixed-fee audit designed to cut through the hype. We don’t deliver generic slides; we deliver a technical roadmap grounded in your real workflows and your actual data structures.
The Audit Process
- Data Layer Inspection: We review your SQL/data foundations for integrity, structure, and access patterns—so automation and AI have dependable inputs. Expect practical findings: schema issues, missing keys, inconsistent fields, and reporting gaps that quietly create downstream friction.
- Finance & Accounting Connectivity Review: We evaluate the integration surface for your accounting and finance software—APIs, exports/imports, ledger-ready mappings, and reconciliation signals. This is where many businesses recover hours per week by eliminating manual handoffs and reducing errors.
- Workflow Shadowing: We map the real process (not the “official” one): approvals, handoffs, copy/paste work, spreadsheet glue, and repetitive admin. The goal is to identify the highest-leverage friction points with the fastest path to measurable time savings.
- LLM Reality Check (Logic Prototyping): We test representative samples (documents, emails, forms, tickets, records) to evaluate document parsing, extraction, classification, and reasoning. We also define the guardrails that keep outputs reliable: grounding, validation rules, and human-in-the-loop checkpoints.
- Bridge Mapping (Architecture): We design the integration blueprint needed to connect your systems—APIs/webhooks, automation pipelines, scheduling, logging/monitoring, permissions, and operational controls—so the solution is production-ready, not a demo.
Library of Congress public domain Telegraph Office, Executive Building Frances Benjamin Johnston | ca. 1898
The Result: The Strike Map
At the end of the Dispatch, you receive a Strike Map—a clear implementation plan that outlines: the priority sequence, expected ROI, recommended tech stack, and delivery options to move from diagnosis to build with confidence.
- Prioritized backlog: what to do first, what to defer, and why.
- Architecture outline: integration approach, data flows, and operational controls.
- Risk & quality plan: security, access, evaluation, and monitoring considerations.
- Delivery plan: scope options and a practical path to production.