AI systems for any business

AI, built from the ground up

We find the document, data and admin work your team does by hand — and build the systems that take it over, inside the software you already use.

Is your team stuck doing work a system should do?

Retyping invoices. Chasing certificates. Copying intake forms into a CRM. Missing calls after hours. Building the same report every Monday. Skilled people spend hours a week on work that follows the same rules every time.

We map that work, then build AI systems that handle the routine and hand the exceptions to a person — no new software for your team to learn.

Your business already has workflows AI could automate. Let’s find them.
Outcomes

AI that ships — and keeps working

Every system below runs in production today. Each one started as a task somebody was doing by hand.

10+AI systems built and running in production
24/7Systems keep working after your team goes home — calls answered, inboxes cleared
DaysFrom first call to a system running alongside your team
0New software your team has to learn
Services

Systems that take work off your plate

Each is built around one specific workflow and the tools you already run. Most engagements combine two or three.

A short, fixed-scope engagement. We sit with your team, map how the work actually moves, and hand you a ranked list of what to automate — with hours, cost and build time for each.

  • Every manual workflow mapped and sized
  • Ranked by hours saved vs. effort to build
  • A clear first system to build, quoted up front
Book an audit

A receptionist that never misses a call. It answers your phone and website chat around the clock in a natural voice, answers common questions, books appointments straight into your calendar, and sends anything urgent to a person right away.

  • Answers every call and chat, 24/7 — no voicemail, no hold music
  • Books, reschedules and confirms appointments in your calendar
  • Qualifies new leads and logs every conversation to your CRM
  • Hands off to a real person when it matters, with a summary
Let's talk

Pull the information out of invoices, contracts, statements, forms and PDFs — and deliver it as clean, structured data in your tracker or system of record.

  • Layout-aware reading, not brittle templates
  • Validation and duplicate checks built in
  • Anything uncertain goes to a person
Let's talk

Connect the tools you already use — inbox, spreadsheets, accounting, CRM, shared drives — and automate the repetitive steps that run between them.

  • Triggers on email, file drops and schedules
  • Human approval where it matters
  • Runs alongside your process until the numbers match
Let's talk

Agents that research, monitor, draft and follow up — checking portals, chasing late items, and flagging what changed — with a person approving what matters.

  • Monitors records and inboxes around the clock
  • Drafts follow-ups for one-click approval
  • One daily digest with only what moved
Let's talk

Internal tools and AI-powered apps built around your exact workflow — not a generic product bent to fit it.

  • Web apps with role-based access
  • Deployed in your accounts
  • Built to be handed over, not rented back to you
Let's talk

Turn files scattered across drives, inboxes and systems into something your team can ask — and get an answer with the source attached.

  • Search across every document you own
  • Permissions-aware answers
  • Dashboards that update themselves
Let's talk
Integrations

Works with the tools you already use

We build inside your stack. Your team keeps working where it already works — the system does the rest in the background.

QuickBooks
Outlook
Gmail
Excel
Google Drive
SharePoint
Salesforce
HubSpot
Slack
Google Calendar
Selected work

Real systems, in daily use

FinanceDocument AIIn production

Invoice Automation

Invoices arrived by email and were keyed into trackers by hand, with duplicates slipping through. The system reads each one, extracts vendor, cost and job data, updates the tracker, catches duplicates and flags anomalies.

Invoices logged in seconds. Exceptions reach a person — the rest never do.
OperationsAutomationIn production

Document Control

A document log lagged the shared folder by days. The system watches the folder around the clock, classifies each file, and logs it with number, status and date — then chases overdue reviews.

Zero manual log entry. Late items chased automatically.
FinancePredictiveIn production

Budget Intelligence

Budgets were checked against rules of thumb instead of the company's own history. The model benchmarks every line against completed jobs and flags what's trending over, with a plain-English reason.

Overruns caught at draft stage — not after the money's spent.
DataSearchIn production

Document Intelligence

Answers lived in thousands of files across drives, inboxes and the ERP. The system indexes and links company documents so staff can ask a question and get an answer with the source attached.

Minutes of searching becomes one question.
How it works

From first call to running in weeks

You see working software early, and the system runs beside your current process until the numbers match.

01

Discover

We map the workflow and find the highest-value automation opportunities.

02

Design

We design the system around your existing processes and software.

03

Build

We build, test and integrate it against your real documents and data.

04

Deploy & improve

It goes live, runs beside your team, and gets better as you use it.

Industries

Built for any business that runs on paperwork

Finance & Accounting AP, reconciliation, close
Professional Services engagements, billing
Legal contracts, intake, deadlines
Healthcare Admin intake, referrals, claims
Logistics orders, BOLs, freight
Insurance submissions, certificates
Real Estate & Construction invoices, permits, budgets
Operations trackers, vendors, reporting

Not on the list? If your business involves repetitive information work, we can probably automate part of it.

Brandon Reznik

Brandon Reznik

Founder · Ground Up Intelligence
Meet the founder
“I used to do this work by hand. So I built tools to do it for me. Now I build them for you.”
BackgroundBuilt 10+ AI tools in production

Across accounting, project management, property management and HR for a New York developer.

EducationM.S. Artificial Intelligence

Florida Atlantic University. AI certifications, Columbia and others.

How we workFit the workflow, don't replace it

We learn your approval chains, deadlines and close calendar before we build.

WhereNew York City · South Florida

Working with teams anywhere.

FAQ

Frequently asked questions

No. Our first systems were built for a real estate developer and general contractor, but the same patterns — documents in, data out, exceptions to a person — apply to finance teams, law firms, healthcare offices, logistics companies and any business with repetitive information work.

Most single-workflow systems take three to six weeks from kickoff to running alongside your team. You see working software in the first week or two, not a slide deck.

Usually not. We build inside the tools you already use — your inbox, spreadsheets, accounting system and shared drives. The system works in the background; your team sees the results where they already look.

It answers your existing phone number (calls forward to it whenever you choose — after hours, overflow, or all the time) and the chat on your website. We train it on your services, hours, pricing rules and FAQs, connect it to your calendar and CRM, and set clear rules for when to hand a caller to a person. Every conversation is logged and summarized.

Every system is designed so that anything uncertain goes to a person. It handles the routine cases and surfaces the exceptions with context, so a human makes the call. New systems also run beside your current process until the numbers match.

Systems are deployed in your accounts, and your data is never used to train anything. You own what we build.

Fixed-scope builds, quoted after discovery — no open-ended retainers. Most clients start with a short workflow audit so the first build is the one with the clearest payback.

Anything repetitive that follows rules: data entry from documents, invoice processing, reconciliation, tracking and status updates, recurring reports, email triage and follow-ups, and answering the phone. If someone on your team says “I do this every week,” it's worth a look.

Let's talk

Pick the task nobody wants. We’ll take it from there.

Describe one process your team does by hand. You'll get a straight answer within one business day about whether — and how — a system could take it over.

Or email breznik@groundupintelligence.com

  • Fixed-scope builds, quoted after discovery
  • Your data stays yours — deployed in your accounts
  • Working software early, beside your current process

No newsletter. No sales sequence. One reply from the person who would build it.

Thanks — we’ll be in touch within one business day.