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SolveReal Systems
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SolveReal Systems · Enterprise AI Systems Design & Delivery

Make AI truly run inside the enterprise.

Start with workflow diagnosis, identify automation opportunities, human-review boundaries, failure recovery, and deliverable outcomes, then build a working custom system.

Problems we are suited to solve

  • High-frequency workflows with relatively stable rules that move across files or systems
  • Workflows where AI handles unstructured information while critical results still require human review
  • Automation that must preserve state, exceptions, recovery records, and auditable outputs

Boundaries we keep clear

  • No fixed industry templates are sold; every engagement starts from the actual workflow.
  • Not every step is promised to be unattended; critical decisions and high-risk actions retain human review.
  • No invented metrics, customer identities, or unapproved project outcomes are used as sales proof.
  • An initial submission is not an automatic quote or a guaranteed meeting.

How we work

Who leads the project

SolveReal Systems is currently led by fengc. The same owner coordinates early discussions, workflow mapping, system design, and delivery. You do not need a complete requirements document first—just explain the workflow consuming staff time, the tools already in use, and the problems you are encountering.

View project cases

How collaboration starts

  1. First, we confirm whether the problem is worth solving by reviewing frequency, manual effort, and the impact of errors.
  2. Next, we divide responsibilities between the system and people. AI takes over stable steps while key decisions retain human confirmation.
  3. Finally, we validate with real data. After validation, we deploy and continue improving the system through actual use.
Submit a business problem
01

Diagnose the current workflow

Map real inputs, processing steps, owners, exceptions, and deliverable outcomes.

02

Design the human boundary

Define what AI may handle, who reviews critical decisions, and which actions require confirmation.

03

Validate the real workflow

Validate inputs, exceptions, recovery, review, and outputs with real samples rather than an idealized demo path.

04

Deliver and improve

Deliver a working system, operating boundaries, and traceable evidence, then improve it from real use.

Start with one specific business problem

Submit the current workflow, frequency, and manual effort. We will first assess whether it is suitable for improvement, then decide whether to begin an initial diagnosis.

Submit a business problem