San Diego businesses that need to choose an AI vendor in 2026 should score leftovers: seats, receptionist subscriptions, strategy documents, product screens, or a live write path. Nidrosoft is the San Diego studio of Cyriac Zeh, a design engineer who implements AI for small and mid-size businesses: audits, custom builds, phone and receptionist agents, training, and systems the team can own. Model names will change this year. EstimateStatus will not.
Key takeaways
- 2026 buying still fails when an RFP mixes a board pack, Copilot seats, a chatbot, and a custom agent in one scorecard.
- Ask who sits on Tuesday, who writes the connector, what you own, and what you can turn off in thirty days.
- Local names have public leftovers: Parsons AI and Applied Intelligence (consulting), San Diego AI associated with James Schlauch (education and consulting), AI Upside Group (consulting), SideGuy (Encinitas-area custom software), SaaS receptionists (same-day pickup).
- Christian Johnston’s “Your AI Guy” brand is a personal seat. We do not claim that phrase. Do not attack it. Do not treat it as a product category.
- Workshops have been run in La Mesa. That fact is not a vendor score. It tells you a room is a real leftover.
- Fit is roughly 30 to 250 people, plus smaller shops if one workflow is clear. Campus theater is a miss for a 40-person UTC suite.
Contents
- The 2026 fork among five leftovers
- Questions that belong in the first hour
- A scored worksheet you can reuse
- Local names and their public leftovers
- Red flags that are not about the model
- A 90-day vendor test
- How Nidrosoft handles this
- Who should not hire this studio
- A 2026 RFP that does not mix leftovers
- What a first-week vendor packet should contain
- Seats, subscriptions, and the 2026 default stack
- Frequently asked questions
- Score the leftover, then book
The 2026 fork among five leftovers
The market in 2026 will still sell adjectives. Multimodal, agents, copilots, autonomous. The buyer who survives is the one who can name the leftover. Seats raise drafting speed. Subscriptions pick up the phone. Strategy firms write a vote. Product shops write screens. Implementation studios write a process into the stack you already pay for.
San Diego adds geography to that fork. A Chula Vista clinic that needs Spanish-first after-hours is not a UTC software team with a token bill. An El Cajon yard on Interstate 8 is not a La Jolla village firm with ConfidentialFlag. A two-city Carlsbad and Oceanside contractor is not an Encinitas medspa. A vendor that only says “North County” has not picked a leftover.
2026 also adds more cheap voice tools. That is good for Saturday harbor overflow. It is bad for owners who think a $50-class category subscription (a market band, not a Nidrosoft price) is implementation. Read the plan. Ask about writeback. Ask about Spanish. Ask about a BAA if you are a clinic.
AI consulting alternatives is the landscape table. AI implementation for San Diego small businesses is the method if the leftover is a live process. This page is how to pick a vendor without a beauty contest.
Do not write an RFP that asks for all five leftovers. You will hire a firm that promises all five and delivers a deck.
Questions that belong in the first hour
Ask these in this order. If a vendor cannot answer without a teaser video, you are still in marketing.
- What leftover do you leave on day 30? Playbook, seats, pickup, screens, ranked map, or a write path.
- Who sits on Tuesday? The person who will type, or a salesperson who will hand you to a bench you have not met.
- What system of record will you touch? Name Jobber, Open Dental, HubSpot, or say you will not touch it.
- Draft or write? Who clicks send. Which fields get a row:
RecallDueDate,EstimateStatus,TicketStatus. - What do we own? Prompts, repo, runbook, tenant, or only a login.
- How do we turn it off? A cancel button, a revoke on guest access, or a six-month contract.
- Who is the operator on our payroll? If they need none, you are buying a black box.
- What do you decline? Clinical notes, claim filing, consumer apps, campus theater. A vendor that never declines will invent scope.
- What is public? A site you can open. Unnamed logos teach nothing.
- What will you not quote today? A number before access is a guess. Praise honesty. Punish a sticker that assumes your unofficial spreadsheet does not exist.
Add city questions. Will you record a Spanish greeting we already use. Will you sit in the El Cajon yard at 6:45 a.m. if that is when the board is real. Will you accept that workshops have been run in La Mesa and we may only need a private sprint, not a public ticket.
Add 2026 questions. Will our data train your model. Where is audio stored. Who are the subprocessors this quarter. Those answers move. Get them in writing the week you buy.
A scored worksheet you can reuse
Score each vendor 0, 1, or 2 on the rows. Do not average away a zero on leftover fit.
| Row | 0 | 1 | 2 |
|---|---|---|---|
| Leftover match | They sell all five | Close, extra theater | Names the same leftover you wrote |
| Tuesday person | Unnamed bench | Named later | Named now, will sit |
| System named | “The cloud” | Category only | Your PMS or CRM |
| Field list | None | Generic | Your columns |
| Ownership | Their tenant only | Shared, fuzzy | You can revoke and run |
| Off switch | Annual lock | Notice period | You can pause send |
| Decline list | None | Soft | Written |
| Local texture | National script | County only | City and language |
| Public proof | Stock photos | Vague logos | Openable systems or honest “none” |
| Price honesty | Fake average | Range with no scope | Scope after access, or a published plan |
A SaaS receptionist can score a 2 on leftover match if you wanted pickup, and a 0 on PMS writeback if you needed ProviderId. That is a successful score. Hire them for pickup. Hire someone else for writeback. Do not punish them for a leftover you did not buy.
A strategy firm can score a 2 if you needed a vote. Do not hire them to answer Oceanside harbor Saturdays.
Nidrosoft should score a 0 if you need a 60-slide campus pack or a consumer social app. That is a successful score for you.
Local names and their public leftovers
Use public positioning. Do not invent headcount or clients.
Parsons AI (parsonsai.com) presents as a San Diego AI consulting and automation firm. Praise a local consulting leftover if you want diagnosis and automation conversation. Ask what they leave that you can run without them.
Applied Intelligence (appliedintelligence.us) presents as San Diego AI consulting. Praise a consulting leftover if you want advisory work. Ask for field names.
San Diego AI, associated with James Schlauch (sandiegoai.com), presents as a local educator and consultant. Praise education if the team has never practiced. Workshops and teaching are a leftover. They are not a Jobber connector unless they say so.
AI Upside Group presents as San Diego AI consulting. Same questions. Name the leftover.
SideGuy (sideguy.com) is Encinitas-area custom software. Praise a neighbor who will write screens against a spec. They are a fair hire when objects are known. They are a poor hire if you only needed missed-call text-back.
SaaS receptionists: FrontDesk, DentalAssist, Rosie, Goodcall, Smith.ai, Voksha. Praise same-day start. Read Spanish, BAA, and booking pages.
Christian Johnston’s public “Your AI Guy” brand is a personal consulting seat. We do not claim the phrase. Do not smear a person. Score the leftover: a human advisor.
Nidrosoft’s leftover is Embed, Diagnose, Scope, Build, Own: a ranked map, then a process in your accounts. Public systems: Omnira Dental, Octana, Eviction Wizard, Guidera, TokenTra (teams cut 10 to 30 percent of wasted AI spend), Protectron, Nerlude, Nexuvo (dealers acquire 3x more inventory with 80 percent less manual outreach), NanoBrief (briefs in under two minutes versus three or more hours). Those are shapes. They are not your case study.
Compare partners if you want the room-level version of this list.
Red flags that are not about the model
A vendor who will not name a field. A vendor who needs a six-week alignment phase before looking at the unofficial spreadsheet. A vendor who invents a San Diego win rate. A vendor who claims HIPAA certification as a marketing badge without a BAA path. A vendor who says they will replace the receptionist, the biller, and the dentist in one quarter. A vendor who will not decline a consumer app. A vendor who copies a campus RFP onto a 12-person yard.
A vendor who attacks every other local name is selling insecurity. Fair comparison names leftovers. Smear is a flag.
A vendor who will not let you own prompts or revoke a guest login is selling lock-in. 2026 tools get cheaper. Lock-in stays expensive.
A vendor who wants production PHI in a consumer chat to “just try it” is a flag. Paste rules exist for clinics and village firms.
A vendor who quotes a single implementation number with no AccessHolder is guessing. We will not publish a Nidrosoft rate here. We will also not invent a county average so you can compare us to the guess.
A 90-day vendor test
Days 1 to 14: leftover written. Twenty rows exported. AccessHolder named. One vendor or a subscription live if pickup is the fire. No stacked firms.
Days 15 to 45: if you bought seats, measure draft time the owner already spent. If you bought a receptionist, measure after-hours pickup and how often a person rewrote the row. If you bought a room, homework done. If you bought an audit, you hold a ranked map.
Days 46 to 90: one queue live or an honest stop. You can say what ran, what a person changed, and what you turned off. If you cannot, the vendor failed the test even if the deck was pretty.
Do not add a second vendor in day 20 because a demo was nicer. Write a boundary if you already have two: strategy owns the vote, implementation owns one department, product shop owns the app.
City checks at day 90. Spanish pickup on the South Bay line. CitySplit on a two-city contractor. After-hours on the 8 and the 5. UTC token bill readable. If those were in scope and still fail, the leftover was wrong or the operator was missing.
How Nidrosoft handles this
The studio is in San Diego. Cyriac Zeh has shipped products for 12-plus years. The archive is 125 products shipped and 16 public. He previously worked at Anthropic, Microsoft on Bing and Edge, Intuit, and Gap Inc. Services are AI audits, AI builds, AI transformation, and corporate AI training.
We will tell you to hire someone else when Diagnose says so. Seats. A SaaS receptionist. SideGuy. A strategy firm. Nothing. That is part of picking a vendor: the vendor who can lose the deal.
The how we work page is Embed, Diagnose, Scope, Build, Own. The AI audit page is the two-week map. The about page is the person. We do not publish a monthly implementation rate. On-site days in the county are available. Remote is normal. Guest access expires. Money, clinical facts, and promises keep a human step.
Who should not hire this studio
Do not hire us for a campus program management office. Do not hire us to replace your counsel on HIPAA. Do not hire us to build a consumer social app. Do not hire us if nobody can grant access. Do not hire us if you need a badge on Prospect every morning and will not accept a San Diego studio drive. Do not hire us if you want a smear piece on other local firms. Do not hire us if the leftover is only a board narrative.
Do hire a free audit if you have a repeating process, a named operator, and a system of record, or if you want a map that says buy seats instead.
Book a free audit. Email cyriac@nidrosoft.com. Calendar: https://calendar.app.google/GCtfuTx3Ms6K7d579.
A 2026 RFP that does not mix leftovers
If procurement forces a request for proposal, write four pages, not forty. Page one is LeftoverName in one sentence. Page two is the field table: SystemOfRecordName, WriteOrDraft, PreferredLanguage, AfterHoursRules, AccessHolder, OperatorName. Page three is the decline list: clinical notes, claim filing, consumer apps, campus theater. Page four is the score worksheet from this article. Attach twenty rows or a screenshot of the unofficial Sheet.
Do not ask vendors to propose “AI transformation, Copilot enablement, a custom agent, and a board narrative” as one bid. You will get a mush. Split bids by leftover if you must compare. A SaaS receptionist bid is a plan page and a script sample. A consulting bid is a day-30 document outline. A product-shop bid is objects and a repo clause. An implementation bid is a write path and an off switch.
2026 vendors will offer agents that “use the latest model.” Ignore the adjective. Ask where audio lives this quarter and whether your data trains their weights. Those answers move. Get them the week you buy. A citation from 2024 is not a source.
City texture belongs in the RFP. Chula Vista Spanish-first. El Cajon yard close time. Carlsbad and Oceanside CitySplit. Encinitas plus Del Mar LocationId. La Jolla ConfidentialFlag. La Mesa workshop history if you already have a playbook. A national script that ignores those clocks will fail in week two.
Workshops have been run in La Mesa. If the RFP team cannot agree what leftover they want, buy a private sprint before you issue paper. A confused RFP is how you hire four firms.
Compare partners is the room-level companion. AI consulting alternatives is the category table. This page is the 2026 scoring habit: leftover first, model name last.
What a first-week vendor packet should contain
Ask every 2026 vendor for a packet you can file, not a teaser video.
- LeftoverName in one sentence that matches yours.
- TuesdayPersonName and whether they type.
- SystemOfRecordName they will touch, or a written “none.”
- Field list they will read or write.
- Ownership: prompts, repo, tenant, or login only.
- Off switch: cancel, pause send, revoke guest.
- Decline list.
- Subprocessors for audio and models, dated this quarter.
- BAA answer if you are a clinic, without a blog badge.
- Three questions they want you to answer, including AccessHolder.
If the packet is a maturity slide, you are still in theater. If it names PreferredLanguage and AfterHoursRules, you can score it.
San Diego attachments belong in your reply: twenty rows, city clocks, Spanish need, unofficial cell. A vendor who ignores the attachment will ignore the desk.
Workshops have been run in La Mesa. If your team cannot assemble this packet request, buy a room and write it together. Then send it.
Seat and SaaS vendors can answer with a plan URL. That is a valid packet for pickup. Implementation and consulting should not hide behind a plan URL.
Seats, subscriptions, and the 2026 default stack
Most San Diego shops in 2026 should start with a default stack that does not need an RFP. ChatGPT or Copilot seats for paragraphs a person already sends. A receptionist subscription if the ring is empty. A paste rule if anyone handles client or patient text. That stack is allowed to be the whole project.
Custom work and consulting sit on top of that stack, not instead of it. A vendor who tells you to cancel Copilot so they can rebuild drafting is selling overlap. A vendor who tells you to wait six weeks to answer Saturday calls is selling delay.
Write DefaultStackKept on the score sheet. If a bid requires you to throw away a working seat or a working pickup plan, mark a zero on leftover match unless those tools are actually broken.
Token bills are part of the 2026 default for software teams. See the invoice before you buy an agent. TokenTra is the public spend shape. Campus Copilot deals are a different leftover.
Workshops have been run in La Mesa. A default stack plus a room is enough for many 20-person companies. A default stack plus an audit is the path when a row must land. A default stack plus a strategy pack is the path when a board must vote. Do not skip the default stack to look modern.
Frequently asked questions
What is the single best AI vendor in San Diego in 2026?
There is not one. There is a best leftover. Pickup, playbook, screens, vote, or write path.
Should we wait for a better model?
You should name fields now. Models will change. Your Jobber row will not.
Can we score Nidrosoft on the worksheet?
Yes. If your leftover is a campus deck, we should lose. If your leftover is a live queue you can own, we should be in the set.
Do workshops count as a vendor type?
Yes. Workshops have been run in La Mesa. Score them as a playbook leftover.
Will you publish prices so we can compare?
Seat and SaaS vendors publish plans. We do not publish a build menu here. Compare ownership and leftover, then ask for a scope.
How do we start?
Write the leftover in one sentence. Fill the worksheet. Book a free audit or email cyriac@nidrosoft.com.
Score the leftover, then book
2026 San Diego buying gets honest when the leftover has a name and the Tuesday person has a name. Model adjectives will expire. Book a free audit when you can grant access and you can say which vendor type should lose on purpose.