AI as a Service
You don't need to become an AI expert. We handle the AI deciphering, the setup, and the heavy lifting — so your business runs faster, with less drudgery, while you stay focused on running it.
A lot of businesses do not have the time (or the technical staff) to figure out what AI actually is or how it could help. We close that gap. We take on the burden of understanding AI, responsibly translating it into real solutions for your real problems, and running it for you — transparently and seamlessly.
We take on the pesky, repetitive, manual work your team shouldn't have to do — and automate it end to end responsibly using AI.
Anything that requires logging into the same website over and over to add or update the same kind of information.
Manually retyping data from paper forms or spreadsheets into a website or application, automated away.
Complete manual workflows re-built and automated using an AI-first approach, not just patched.
Instead of hiring to keep up with workload, we redesign the process itself around AI first, then reorganize whatever human judgment work is left across your existing staff.
See case study below.Today, using specification-driven development (SDD) and the AI-Driven Development Lifecycle (AI-DLC), custom applications can be built around your exact internal processes — faster and cheaper than ever before. Humans — you and us — stay at the center of the process from requirements to design to implementation and deployment. Garbage in, garbage out still holds true, even with AI, that is why humans MUST be in the loop!
These are real examples of the grunt work we take off your plate. If you don't see your exact headache listed, ask — chances are we've automated something close to it.
The Grunt Work
Small business bookkeepers spend 15–20 hours a week manually categorizing expenses, matching purchase orders, and retyping data from crumpled receipts or PDF invoices into platforms like QuickBooks or Xero. Traditional OCR still needs manual review on 15–25% of invoices because of inconsistent formatting, handwriting, and multi-page tables.
The AI-First Fix
Modern AI doesn't just "read" a document — it understands the layout and meaning on the page. We set up a workflow that watches a dedicated inbox, extracts vendor names, line items, tax amounts, and due dates from every incoming invoice, and automatically maps them to the right General Ledger codes based on your history or that you define. In practice, this reconciles bank transactions with ~97% accuracy, eliminates up to 80% of manual bookkeeping effort, and keeps a full audit trail explaining every categorization decision — including the handwritten edge cases that break traditional software.
The Grunt Work
Small warehouses lose track of inventory — "ghost inventory," stockouts, miscounts — because counts happen on clipboards or in basic spreadsheets. A full Warehouse Management System and RF scanners are usually out of reach financially.
The AI-First Fix
Using the phones your staff already carry, we set up computer vision that sees and counts multiple boxes or pallets in a single photo they take — no per-item scanning required — and decodes each item's QR code or barcode automatically. Incoming vendor shipping manifests can be scanned to extract stock data straight from unstructured PDFs, and update your inventory automatically.
(service businesses, clinics, salons)
The Grunt Work: No-shows, double-bookings, and phone tag around appointments.
The AI-First Fix: We automate reminders, rescheduling, and intake forms so staff aren't chasing calendars by hand.
The Grunt Work: New-hire paperwork, timesheet collection, and payroll data entry consume hours every pay cycle.
The AI-First Fix: We automate document collection, timesheet reconciliation, and hand-off to your payroll provider.
(legal-adjacent, real estate, professional services)
The Grunt Work: Reading every lease, contract, or closing document line by line to find key terms and deadlines.
The AI-First Fix: We extract key clauses, dates, and obligations and flag exceptions for human review.
(construction, trades, home services)
The Grunt Work: Manually building quotes from measurements, material lists, and past jobs.
The AI-First Fix: We automate estimate generation from photos, notes, or spreadsheets, cutting quote turnaround from days to minutes.
The Grunt Work: Manual food cost tracking, par-level counts, and staff scheduling built in spreadsheets.
The AI-First Fix: We automate ordering triggers, waste tracking, and shift scheduling based on demand patterns.
The Grunt Work: Lease renewals, maintenance requests, and tenant communications tracked by hand across email and spreadsheets.
The AI-First Fix: We automate intake, routing, and status tracking end to end.
AI-First Staff Augmentation implies rethinking first how AI can help reorganize, optimize and cut down current process costs before replacing a departed employee or increasing headcount.
A small distributor runs its Order Fulfillment & Invoicing process with 5 employees, each owning 6 distinct, non-overlapping tasks — 30 tasks total for the end-to-end process. Then one of the employees, Bailey, resigned.
| Employee | Their 6 Tasks (as done manually today) |
|---|---|
| Alex Order Intake Clerk | Receive orders (email/phone); enter orders into system; verify customer credit terms; send order confirmations; flag rush orders; reconcile daily order log vs. deposits found in a bank statement |
| Bailey Inventory Coordinator | Check stock vs. orders; update inventory spreadsheet after shipments; reorder low-stock items; log incoming shipments from vendor PDFs; resolve inventory discrepancies; generate weekly stock reports |
| Casey Billing Specialist | Generate customer invoices; match invoices to POs; enter vendor bills into QuickBooks; chase overdue payments; reconcile bank transactions found in a bank statement; prepare month-end AR aging report |
| Dana Shipping Coordinator | Print shipping labels; schedule carrier pickups; update customers with tracking numbers; log proof-of-delivery; handle damaged-shipment claims; audit carrier invoices |
| Evan Customer Service Rep | Answer status inquiries; process returns/exchanges; update CRM notes; escalate complaints to management; send satisfaction surveys; enter survey responses into spreadsheet |
After Bailey resigns, instead of replacing her right away, the 30 tasks are now reorganized following an AI-First approach and automated accordingly to cut down the drudgery, save time and money while existing workers remain front and center of the new process.
| Employee | Tasks fully handed to the AI agent | Tasks that stay human (exceptions & judgment) |
|---|---|---|
| Alex Order Intake Clerk | Enter orders into system; send order confirmation emails; reconcile daily order log vs. deposits found in a bank statement | Receive & triage orders (email/phone) and handle exceptions; verify credit terms on flagged accounts; coordinate rush orders with the warehouse |
| Casey Billing Specialist | Generate customer invoices; match invoices to POs; enter vendor bills into QuickBooks; reconcile bank transactions found in a bank statement | Chase overdue payments (relationship-based); review & sign off on month-end AR aging report; approve AI-drafted reorder POs; resolve inventory discrepancies |
| Dana Shipping Coordinator | Print shipping labels; update customers with tracking numbers; log proof-of-delivery | Schedule carrier pickups & handle exceptions; handle damaged-shipment claims; audit carrier invoices |
| Evan Customer Service Rep | Update CRM notes; send satisfaction surveys; enter survey responses | Answer complex/escalated status inquiries; process returns & exchanges; escalate complaints to management; check stock vs. orders on flagged items |
| Totals | 16 of 30 tasks now run through the AI agent — 14 tasks remain human, spread across the team | |
| Before (5 employees, all-manual) | After (4 employees + AI-First redesign) | |
|---|---|---|
| Alex | 6 tasks | 3 tasks (3 handed to AI; none of Bailey’s added — already carrying enough) |
| Bailey | 6 tasks | — (resigned) |
| Casey | 6 tasks | 4 tasks (4 handed to AI, 2 remain human; +2 of Bailey’s: PO approval, discrepancy resolution) |
| Dana | 6 tasks | 3 tasks (3 handed to AI; none of Bailey’s added) |
| Evan | 6 tasks | 4 tasks (3 handed to AI; +1 of Bailey’s: stock exception review) |
| Handled by the AI agent | 0 tasks | 16 tasks |
| Headcount | 5 | 4 |
| Total human tasks across the team | 30 | 14 |
| Before | After | |
|---|---|---|
| Headcount | 5 employees | 4 employees + AI-First automation |
| Fully-loaded labor cost | $45,000/employee/year (~$180/day) | $45,000/employee/year (~$180/day) |
| Annual labor cost | $225,000/year | $180,000/year |
| Daily cost to run the AI agent across 16 automated tasks (compute/workflow) | $0 | ≈ $50/day (≈ $12,500/year) |
| Total annual cost | $225,000/year | ≈ $192,500/year |
| Annual savings | — | ≈ $32,500/year |
One-time setup cost to build and deploy the AI-First redesign: We will present this upfront to you before we automate.
Payback period: This will typically be: one-time setup cost ÷ monthly savings.
The same review works in reverse, too — instead of hiring for a new role, this process can free up an existing employee's time for new, higher-value work instead of hiring for it.
If you're using our AI Asset Recovery Agent, we can manage the entire operational loop around it — not just the AI.
We retrieve videos from your specified location, review them for completeness, hand them off to the AI Asset Recovery Agent, and confirm the process completes end to end — resolving any issues with you directly.
Same process for photos — retrieval, completeness review, handoff, completion confirmation, and issue resolution.
We validate that asset grading and pricing were completed correctly and resolve any discrepancies with you.
Grading is a cosmetic assessment from photos/video — screen, chassis, and keyboard/port condition. Filming the device powered on also confirms power-on, screen backlight, screen display integrity, charging-port function, reported battery charge, and keyboard backlight (if equipped). It does not include dead-pixel, battery-health, microphone, or unused-port testing. See exactly what's assessed.
Extended Service Pricing
Covers the first 100 assets; $1 per additional asset thereafter.
Talk to UsYou don't need to figure out AI on your own. Tell us where the manual work is, and we'll tell you what can be automated, what it costs to set up, and what it saves you — starting day one.
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