AI readiness assessment San Francisco teams can run before they ship, buy or automate with AI.
I'm Yiannis Papastergiou, an independent AI consultant based in Thessaloniki, Greece, working with companies of roughly €1M+ revenue. I score your data, people, process and governance against one AI decision you name, and give you a verdict. I have no San Francisco office, team or clients; the work is remote.
AI readiness assessment · San Francisco · Remote from Greece
About 3–5 minutes, mostly one-tap answers, then your name and work email. Your result on screen, with a 7-day plan. No call required.
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What does an AI readiness assessment tell a San Francisco company?
An AI readiness assessment for a San Francisco company scores four things, data, people, process and governance, against one AI decision you name, such as shipping a feature, buying a tool or letting an agent touch customer data. It ends in a go, not yet or no. I run it remotely from Greece as part of Plan, from €1,500.
The short answer
If your team already uses AI every day, what is left to assess?
A survey of 95 California small business owners, all graduates or participants of the Goldman Sachs 10,000 Small Businesses program, found 93% use AI at work, most often for productivity tasks such as notes, emails and process documentation (62%) and for written marketing content (62%), according to Axios San Francisco in October 2026. It is a small sample of people who chose a business program, so read it as a signal, not a census.
What a survey like that cannot tell you is which tools hold customer data, who approved them and what happens when one of them gets something wrong. In a company where everyone already experiments, readiness is rarely about willingness. It is about whether anyone can answer those questions in writing.
Using AI is the easy half. Knowing what it touches is the half that gets tested.
The assessment turns 'we use AI everywhere' into four scores and one decision.
The problem
What does an AI readiness assessment in San Francisco actually score?
Four scores: data, people, process and governance, each tested against the decision you name. These are illustrations of what each score looks at, not client cases.
Customer records, support tickets and product logs flow into prompts and model APIs. The score asks which of those flows are written down, what each vendor may keep and whether anyone could list them in an afternoon.
Data, in a software company
In a consulting, legal or investment firm, the valuable steps (research, drafting, review) often live in one senior person's habits. The score shows which steps are documented enough to hand to an AI tool, and which are not.
Process, in a services firm
If you sell to larger companies, their security or procurement reviews may ask how you use AI. The score checks whether you could answer in writing: which tools, which data, who approves, what is logged.
Governance, when larger customers ask
The employee who built a clever workflow on a personal account is either your best pilot owner or your biggest unscored risk. The score finds out which, and what that person would need to run it properly.
People, in every team
The numbers matter less than the verdict on the decision you named.
What gets scored
What do you hold when the AI readiness assessment is finished?
Four scores, with the interview answers behind each so you can see why a number is what it is, and a one-line verdict on the decision you named: go, not yet or no.
Next to it sit a plain list of what to fix before you spend, a map of where your own people see the problem differently, and a short recorded walkthrough you can send to anyone who was not there. At day 90 you get one free re-score, so you can see whether the fixes moved the numbers.
An AI audit of what your people already use is part of this, inside the data and governance scores. It is not a penetration test or a legal opinion.
What you get
Which California and federal AI rules does a readiness assessment check?
I am not a lawyer, so treat these as questions for yours.
California's AB 2013 took effect on 1 January 2026. It requires anyone who designs, codes, produces or substantially modifies a generative AI system for public use in California to post a high-level summary of its training data, for systems released or updated since 1 January 2022. Crowell & Moring noted in December 2025 that the law sets no threshold for what counts as substantial modification. If your product sits on a foundation model, the assessment lists which of your systems that question could touch, so your lawyer can answer it.
The California Privacy Protection Agency's regulations, approved in September 2025, took effect on 1 January 2026. Businesses that use automated decisionmaking technology for significant decisions must comply from 1 January 2027, and businesses subject to the risk-assessment rules must start complying in 2026 and submit an attestation by 1 April 2028. If an AI tool helps decide who is hired, approved or priced, that belongs in the governance score.
Federally, the NIST AI Risk Management Framework, released on 26 January 2023, is voluntary and organized around four functions: Govern, Map, Measure and Manage. NIST says the framework is being revised as part of the White House AI Action Plan. It is a reference for governance questions, not a certification.
What applies
How does a remote AI readiness assessment work for a San Francisco company?
San Francisco is 10 hours behind Greece at the moment, so I hold the one call in your morning, which is my early evening. Nobody needs to attend a team meeting, and I do not travel to San Francisco for this work.
the right voices, not a workshop
1 · You choose who answers
Heads of department, team leads and whoever runs the work that hurts most. Usually one or two people per function.
a baseline and every view in one file
2 · Interviews and numbers
Each person does a 10–15 minute interview with my AI, on their own time, typing or speaking. You add 3–5 rough numbers.
scores, verdict and first moves
3 · I write it up
I read every answer myself, score the four dimensions and record a short walkthrough you can share.
a decision, and the first build quoted
4 · One 20-minute call
We agree what happens next. At day 90 you get one free re-score.
How it runs, remotely
Quiz, internal review or a consultant-led assessment: which fits?
Option
Fits when
Watch for
My free AI Growth GPS is the quiz option. Plan is the assessment.
A free online quiz
You want a first look in minutes
Generic answers; no specific decision is tested
Your own team's review
A security or operations lead has the time
People grade their own work, and differing views stay hidden
Plan with me
You have a named decision and leaders who must agree
No build is included, and I am remote with no San Francisco presence
Three ways to find out whether a San Francisco company is ready for an AI decision.
Options compared
Who would assess your company's AI readiness?
A readiness verdict is a judgment call, so you deal with the person who makes it.
As Product Owner at Natech I led its anti-money-laundering software from desktop to a modern web platform. It is now the company's market spearhead.
Regulated fintech
At Companies House, the UK's official business registry, I worked on the systems behind millions of searches and filings every year, and was security and quality champion.
Software that must not break
I have no San Francisco clients yet, so judge my thinking on the free AI Growth GPS before you spend anything.
Who you'd be dealing with
Where does the AI readiness assessment fit, and what comes after?
Regulated business? AI Governance & EU AI Act Compliance can be added at any step.
The assessment is part of Plan. Run and Own are there if you want the build and a team that keeps it running.
Where you stand, and a verdict.
AI Readiness Assessment
What is worth doing, in order.
AI Strategy & Roadmap
Plan
An agent or custom tool built into how you work.
AI Agents & Custom AI Solutions
Repetitive workflows, measured in hours back.
Automation
Run
Senior AI judgment each month.
Fractional Chief AI Officer
Own
For your business
Is the question what to prioritize, not whether you are ready?
If you already know AI should be working harder and the open question is which project comes first, the roadmap side of Plan is covered on its own page for San Francisco companies.
AI strategy consulting in San Francisco
Related
Questions San Francisco companies ask about an AI readiness assessment
Paid work starts at Plan, from €1,500, with a seven-day refund if it wasn't worth it. The readiness assessment is one part of Plan, sized to your question. Investments are quoted in euros. Any build in Run is quoted separately, from what Plan finds.
What is the investment for an AI readiness assessment in San Francisco?
No. I am based in Thessaloniki, Greece, and all work for San Francisco companies is remote from Greece. I have no San Francisco office, no local team and no San Francisco clients yet. If you want someone in your office running workshops, a local firm is the better fit. If you want one senior person's judgment, start with the free AI Growth GPS.
Do you have a San Francisco office or San Francisco clients?
Neither exactly. A maturity model measures where you sit on a long journey. A readiness assessment asks about one decision now: are you ready to ship, buy or automate this? The audit of tools your people already use sits inside the data and governance scores.
Is this an AI maturity assessment or an AI audit?
Companies of roughly €1M+ revenue where AI is already in daily use but nobody can say what to do first, or what is safe: a software company, a services firm, a growing agency. It suits a decision you can name. A very small team will get more from the free AI Growth GPS.
What kind of San Francisco company is this for?
Very little. Each person you choose does a 10–15 minute interview with my AI on their own time, typing or speaking. You add 3–5 rough numbers, and we agree next steps on one 20-minute call. There is no team meeting and no workshop.
How much of my team's time does it take?
It applies to anyone who designs, codes, produces or substantially modifies a generative AI system for public use in California, and Crowell & Moring noted in December 2025 that the law sets no threshold for substantial modification. Using a tool internally is a different position from releasing one. I am not a lawyer: the assessment lists your systems, and your lawyer answers the question.
Does California's AB 2013 apply to my company?
No. NIST describes the framework as voluntary. The governance score shows whether the basics it asks about exist in your company, such as who owns AI risk and which systems are in use. That is a sensible place to start before any formal program.
Do we need to follow the NIST AI Risk Management Framework first?
Then you have avoided funding a project that would have stalled, and you know what to fix first. The verdict names the gaps and the first moves. At day 90 you get one free re-score to see whether those moves changed the numbers, so a not-yet is a starting point.
What if the verdict is not yet?
Questions
Not ready for an assessment? Start with a free 3–5 minute conversation about your company.
About 3–5 minutes, mostly one-tap answers, then your name and work email. Your result on screen, with a 7-day plan. No call required.
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Discover · The free AI Growth GPS
Find out whether your company is ready before the next AI decision.
Start with the free AI Growth GPS. No call required.
About 3–5 minutes, mostly one-tap answers, then your name and work email. Your result on screen, with a 7-day plan. No call required.
Take the free AI Growth GPS
See the AI P.R.O. Method