Diagnostic call
Sixty minutes. You walk us through a normal week: what your team touches, where work sits waiting, what gets retyped. We ask about volumes and handoffs, not about your AI strategy.
VZNR LLC — New Mexico, USA
We tell you what AI can take off your desk now, and what it can’t yet.
VZNR is an AI implementation practice. We work across ten domains, from legal practice to construction. You get a written map of the automatable work in your business, the named tools that do it, what they cost to run — and, if you want it, the hands to set the whole thing up.
- Engagements
- Fixed scope, fixed price, $350 to $2,800
- Coverage
- 10 domains, 40 areas of practice
- Format
- Remote. Working sessions in English or Russian.
- First step
- A 60-minute diagnostic call, booked directly
How an engagement runs
Four steps, in this order, every time.
The order matters. Most failed AI projects start at step four and work backwards.
The map
A written document listing each task we found, sorted three ways: automatable now, automatable with rework, and not worth touching yet. The third list is usually the most useful one.
Tools and cost
Named products, not categories. Licence cost per seat per month, what it replaces, who on your team operates it, and what breaks if it goes down.
Setup and handover
Optional. We configure the workflows, run them alongside your team, then hand over with written procedures and a training session. You own the accounts.
The domain index
Ten domains. Forty areas of practice.
Open a domain to see the areas we work in and the specific tasks that are automatable with tools available today. This list is what we bring to the diagnostic call — it is a starting point, not a menu.
Corporate counsel
- Clause extraction and comparison against a house playbook
- First-pass redlines on NDAs and standard-form agreements
- Entity register and filing deadline tracking
Litigation support
- Triage and prioritisation across large document productions
- Transcript and deposition summarisation
- Case chronology assembled from dated exhibits
Immigration practice
- Client intake answers turned into draft petition text
- Evidence checklists generated per case type
- Status and response-deadline monitoring
Contract operations
- Obligation, renewal and termination date extraction
- Template assembly from an approved clause library
- Approval routing based on deal value and risk terms
Private practice
- Visit notes drafted from dictation for clinician review
- Prior authorisation and referral paperwork
- Recall lists and no-show follow-up sequences
Dental clinics
- Treatment plan explanations written in patient language
- Insurance claim preparation and rejection triage
- Chair-time scheduling against appointment history
Diagnostic services
- Report drafting from structured findings entered by the clinician
- Worklist ordering against turnaround commitments
- Referral correspondence generation
Veterinary
- Patient history assembled from owner intake forms
- Discharge and aftercare instruction drafting
- Vaccination and check-up reminder scheduling
Bookkeeping firms
- Receipt and invoice capture into ledger lines
- Bank reconciliation exception handling
- Month-end close checklists driven from client data
Tax preparation
- Source document sorting, extraction and gap detection
- Client questionnaire follow-up sequences
- Filing and extension status tracking across a client book
Advisory
- Client reporting packs drafted from accounting exports
- Scenario models built from a maintained template
- Meeting preparation briefs from account and email history
Audit support
- Sampling documentation and workpaper drafting
- Confirmation request dispatch and chasing
- Prior-year comparison and variance narrative drafts
Marketplace sellers
- Listing copy and attribute completion at catalogue scale
- Review and buyer-question response drafting
- Competitor price and buy-box change alerting
Direct-to-consumer brands
- Lifecycle email and SMS sequence production
- Product page variants for structured testing
- Return reason clustering into product fixes
Customer support
- Ticket triage, tagging and routing on arrival
- Reply suggestions drawn from resolved history
- Policy consistency checks across agent responses
Catalogue operations
- Bulk attribute cleanup and deduplication
- Specification sheets and image alt text
- Translation and localisation for new markets
Residential brokerage
- Listing descriptions generated from feature sheets
- Enquiry qualification and viewing scheduling
- Comparable-market summaries for seller meetings
Commercial leasing
- Lease abstraction into a structured term sheet
- Tenant enquiry handling and space matching
- Rent roll and occupancy reporting
Property management
- Maintenance request triage and vendor dispatch
- Tenant notice and correspondence drafting
- Renewal and rent review calendar management
Short-term rentals
- Guest messaging across the whole stay
- Review response drafting at portfolio scale
- Turnover and cleaning coordination
Private tutoring
- Practice sets generated at the right level
- Session summaries written for parents
- Progress reporting across a student roster
Language schools
- Placement assessment scoring and level assignment
- Speaking and listening drill production
- Course material adapted per group level
Corporate training
- Course outlines built from existing procedures
- Assessment question banks with answer keys
- Completion tracking and reminder sequences
Course creators
- Lesson scripts and workbook drafting
- Captions, transcripts and translated versions
- Learner question triage into FAQ updates
Small-batch production
- Work order and routing documentation
- Quality check records and non-conformance write-ups
- Supplier quote comparison on like-for-like terms
Freight and forwarding
- Shipping and customs document preparation
- Exception detection and proactive customer updates
- Rate quote assembly across carriers
Warehouse operations
- Inbound discrepancy reporting
- Cycle count scheduling from movement data
- Standard operating procedure maintenance
Procurement
- Supplier research and shortlisting
- Purchase order to invoice matching
- Contract term comparison across vendors
Restaurants
- Menu costing updates against supplier price changes
- Review response drafting across platforms
- Draft shift schedules from booking and footfall history
Hotels and guesthouses
- Pre-arrival and in-stay guest messaging
- Listing consistency across booking channels
- Upsell offers matched to booking type
Catering
- Quote assembly from an event brief
- Dietary requirement handling and kitchen sheets
- Staffing plans per event size
Event venues
- Enquiry qualification and availability response
- Run-sheet drafting from the confirmed brief
- Supplier and contractor coordination
Design studios
- Brief research and reference gathering
- Asset resizing and variant production
- Client feedback consolidated into an action list
Video production
- Shot lists generated from the script
- Rough-cut selection notes from footage transcripts
- Subtitles, translation and platform-specific cuts
Publishing
- Manuscript assessment and reader-report drafting
- Metadata, blurbs and category assignment
- Rights and permissions tracking
Marketing agencies
- Campaign brief and creative concept drafting
- Client reporting packs from ad platform exports
- Content calendar production and repurposing
General contracting
- Submittal and RFI drafting
- Daily reports compiled from site notes and photos
- Subcontractor bid comparison on a common basis
Architecture and design
- Specification section drafting
- Code and regulation lookup with citations
- Client presentation and option packs
Specialty trades
- Quotes generated from site visit notes
- Job scheduling and crew dispatch
- Warranty and compliance documentation
Estimating
- Takeoff data structured into a costed schedule
- Historical cost comparison across past jobs
- Bid package assembly and submission checklists
Limits
What we don’t do.
Worth reading before you buy. Most of the disappointment in this field comes from expectations nobody wrote down.
We don’t promise headcount savings
We will tell you how many hours a week a task currently takes and what a tool does to that number. What you do with the hours is your decision, and we make no claim about revenue, profit or staffing outcomes.
We don’t train custom models
We work with commercially available tools. If your problem genuinely needs a bespoke model, we will say so on the diagnostic call and tell you that we are the wrong supplier.
We don’t hold your accounts
Every tool is bought in your name, on your billing, under your control. Nothing we set up depends on VZNR continuing to exist. You can end the relationship and keep everything.
We don’t give regulated advice
We are not lawyers, accountants, doctors or licensed advisors. Where a workflow touches regulated activity, we identify the constraint and tell you to take it to someone qualified.
Track record
Who you are actually buying from.
VZNR LLC is a young company. The people inside it are not. Here is the record, stated plainly, with the sources you can check yourself.
Delivered
1,000+
Freelance engagements completed by our team on Upwork and Fiverr.
Client rating
4.97
Average rating across those platforms, on public profiles.
AI work since
2025
Our team has been putting AI tools into client businesses since 2025.
Registered
USA
VZNR LLC, a New Mexico limited liability company. Entity ID 0008078653.
Everything is written down first
You get the scope, the deliverables, the timeline and the price in a document before you pay a cent. Nothing starts on a handshake and nothing is charged before you have agreed what you are buying.
You can get your money back
Full refund any time before the first call. Pro-rated refund after that, worked out per week or per deliverable. The rules are published in full, not hidden in a terms page. Read them.
We answer in one business day
Enquiries, billing questions and refund requests all get a reply from a person within one business day. During an engagement, written questions get two.
Not on the list?
Didn’t find your task among the packages?
The index covers what we see most often, not everything we can do. If your situation sits outside it, write to us and describe the work. We will scope it, assess the volume, and send you a fixed-price quote and an invoice — the same fixed-scope, fixed-price terms as everything else on this site.
No charge for the scoping. If we think the work is not worth doing, we will say so.
- You describe the task and what happens today
- We assess the volume and come back with questions
- You get a fixed price and a written scope
- You approve it, we invoice, work starts
Pricing
Four packages. Pick a domain, pick a depth.
Every engagement is fixed scope and fixed price, paid once, before work begins. Nothing recurring, no retainer, no minimum term.