Field notes. John Arndt, Soxoa. Published .
There is no useful single price for AI consulting. A workshop that tests one workflow with an approved tool and a production integration across several systems involve different work, different risks, and different ownership after handoff. Comparing their prices without comparing scope tells you very little.
Soxoa does not publish prices for its services. Scope and price are agreed before work begins. This guide explains what should be defined before you compare proposals in Sacramento or elsewhere in Northern California.
Start with the unit of work, not the tool
Name one workflow with a trigger, an accepted output, a person who owns it, and the exceptions that make it difficult. A broad goal such as 'use AI in operations' cannot be priced responsibly because nobody knows which work is included.
The automation assessment worksheet helps record current volume, handling time, review effort, and failure cases. Those facts turn a sales conversation into a scope conversation.
- Small test
- One workflow, approved examples, a clear acceptance bar, and a recommendation to proceed, revise, or stop.
- Working build
- The same workflow connected to live systems, with access, error handling, human review, documentation, and a named owner.
- Ongoing ownership
- A recurring cadence for changes, monitoring, vendor decisions, team enablement, and a scorecard. This is different work from the initial build.
What makes a scope larger
The model call is rarely the hard part. Data access, integration, approval, and ongoing operation usually decide how much work a proposal contains.
- Systems and permissions
- Each system that must be read or updated needs access, mapping, failure handling, and testing. A workflow inside one approved tool is different from one spanning a CRM, inbox, accounting system, and document store.
- Data quality and sensitivity
- Inconsistent records need cleanup or a narrow boundary. Sensitive information may require additional handling, review, retention, and vendor decisions set by your own policies.
- Human review
- Customer-facing or consequential output needs a named reviewer, an escalation path, and a way to correct mistakes. The review work belongs in the scope and operating cost.
- Deployment and travel
- A remote working session and an on-site team day have different logistics. For Sacramento-area or Bay Area work, agree where the team meets and any travel requirements before signing.
Separate the project from the monthly operating cost
A build proposal should separate the initial consulting work from software seats, model usage, integrations, support, and the time your own reviewers will spend. A low build quote can still leave an expensive process if it ignores those costs.
Use observed volume and a realistic review rate rather than assuming every task disappears. The ROI calculator is a planning aid, not a promise of savings. The monthly AI cost guide explains the recurring categories in more detail.
Ask for a decision record before a price commitment
A useful proposal states what work is included, what is excluded, the examples allowed for testing, who approves the result, what success looks like, and what happens when the system fails the test. It names the handoff and the ongoing owner. Then the price can be judged against an actual deliverable.
If the workflow cannot clear an agreed evaluation bar, stopping is a valid result. See how Soxoa scopes a Build Sprint, or schedule a strategy call to discuss the workflow you are considering.
Common questions
- How much does Soxoa charge for AI consulting?
- Soxoa does not publish prices for its services. Scope and price are agreed before work begins, after the workflow, deliverable, data boundaries, and ownership path are understood.
- What should an AI consulting quote include?
- It should name the workflow, systems, approved test examples, acceptance bar, human review path, exclusions, handoff, and recurring software and support costs.
- Does an on-site Sacramento or Bay Area workshop change the scope?
- It can. Agree the location, who needs to attend, required access, travel terms, and the working output before confirming the engagement.