Built around the work your team already does

Custom software and AI workflows for SMB operators.

Benri builds the workflow tools your business wishes its software already handled: AI intake, dispatch, document chase, quote drafts, custom software, internal dashboards, and the glue between the systems your team already uses.

1Request capturedMissed call / form / email
2Owner assignedRouted by urgency and workflow
3Next action visibleDraft, reminder, task, or queue

Free. 30 minutes. No payment until we agree on scope.

Audit in 2-3 days
First build often 2 weeks
Scope agreed before we build

Operating flow

The work moves without living in someone's head.

1Request

Call, form, email, or file

The work enters once and gets captured with the details your team normally has to chase.

Captured
2Decision

What needs to happen next?

AI classifies the request, spots missing context, and separates routine steps from human review.

Routed
3Action

Route, draft, remind, or build

Benri moves the workflow through the right tool, custom screen, notification, or approval path.

Moving
4Visibility

One place to see the state of work

Owners get the queue, exceptions, and next actions without living inside every tab.

Visible

Common signals

Waiting on reviewCustomer needs statusFile missingTool does not fit

Built as a custom workflow, dashboard, or internal software layer around the way your business already runs.

  • Working systems, not strategy decks
  • Fixed-scope, fixed-price builds
  • 2-week implementation timeline
  • Operator-led, not agency-led
The Problem

Where your week actually goes.

You started your business to do the work you love. Somewhere along the way, the work nobody wanted took over.

Every business, in every industry, has workflows that quietly eat time and money. They start as small manual steps. Then they become the work your team has to remember, repeat, chase, check, and clean up every week.

10–50hrs/week

That is the time most SMBs lose before anyone calls it a software problem. Use the estimate below to see where your own week is leaking.

Time Audit

Where is your week going?

Drag the sliders. Real numbers. No email required.

Quoting & estimating
8 hrs/week
Document chase & paperwork
6 hrs/week
After-hours response
4 hrs/week
Customer status updates
3 hrs/week
Manual data entry between systems
3 hrs/week
Writing custom emails / proposals / outreach
4 hrs/week
Your Estimated Loss
28 hrs
per week, gone to admin work
≈ $4,243/month
at $35/hour loaded labor cost
≈ 0.7 FTE you don't need to hire
That's roughly 121hours/month — about one full work week, every month, gone.
Book a Free Discovery Call

Free. 30 minutes. No payment until we agree on scope.

In 2 weeks, we could automate roughly 80% of these hours.

On the call, we'll map exactly which of these hours we can recover in a 2-week build.

What We Fix

If any of these sound like your week, we should talk.

The boring, repetitive work that's eating your team's time. We build the systems that handle it.

After-hours call dispatch

Triage incoming calls outside business hours. Route emergencies. Queue everything else for morning.

Catches the calls your competitor would

Document collection chase

Stop being a human reminder system. AI follows up until missing documents land in your inbox.

5-day chases → same day

Quote and proposal drafts

Turn 30-minute write-ups into 3-minute reviews. AI drafts, you approve, client sees it the same day.

30 minutes → 3 minutes per quote

Customer status updates

Appointment reminders, status changes, completion notices, all sent automatically and sounding human.

100% on-time, sound human

Invoice and payment reminders

AI tracks who owes what, sends polite nudges on schedule, escalates only when needed.

Reminders out the morning they're due

Lead routing and qualification

Inbound leads triaged automatically by intent and fit. Your team only sees the ones worth their time.

top leads triaged in <2 min

Scheduling and calendar chaos

Self-serve booking, automatic confirmations, smart rescheduling. No more email ping-pong.

self-serve booking, zero email ping-pong

Custom software gaps

When a generic platform is too expensive, too rigid, or too awkward, we build the custom software your team actually needs.

custom portal, dashboard, or workflow tool

Why Benri

What you might be worried about.

AI projects always go over budget

Fixed price, fixed scope, written into the SOW

Most agencies want a 6-month engagement

We ship in 2 weeks. Retainers are optional.

AI consultants deliver slide decks, not systems

We hand you a working system in your stack

Off-the-shelf software is cheaper to start with

Custom-built fits your workflow at a fraction of SaaS lifetime cost, and you own the code.

I'm worried AI will get something wrong

Human-in-the-loop on every consequential action. AI drafts, you or your team approve.

I don't have time to spec a project right now

We figure out the spec during the 2-3 day audit. You don't write requirements docs.

What if my workflow is too unusual?

Custom-built means we fit your workflow, not the other way around.

I want to keep my data on my systems

We deploy into your stack. You own the code, the data, and the system.

Proof

We build systems that actually run.

Eleven working systems and demos — three already running for paying clients, plus eight interactive demos of the shapes we build for common SMB workflows. Yours would be built around your workflow, tools, and review rules.

Not mockups. Real working systems and demos you can poke at.

Built in Miami by Pazi Najman. Solo founder building Benri. I take on 2-3 pilots at a time. When you book a free discovery call, you're talking to me, not a sales team.

Already running for paying clients

ClaimVex landing page

ClaimVex

LIVE

CPT medical coding validation for orthopedic practices. Catches the denial-causing errors: bundle conflicts, modifier mismatches, and NCCI violations before the claim ever reaches the payer. Built for the day-of-service workflow, not the back-office cleanup.

Pain addressed: preventable claim errors before submission

11.8%
industry avg claim denial rate (2024)
86%
of denials are preventable
REAL-TIME
validation at the keystroke
ReactTypeScriptSupabaseVercel
Visit claimvex.com
Shipped Feb 2026
SilverDispatch dispatch dashboard

SilverDispatch

POC

After-hours dispatch and service ticketing for businesses that can't let calls go to voicemail. Built for an operator whose incoming requests were going unanswered overnight: work sitting incomplete, revenue lost, customers frustrated. Now every request becomes a tracked ticket, the right technician gets paged within minutes, and one dashboard shows the state of every job.

Pain addressed: overnight requests turning into morning cleanup

24/7
request capture
SMS
technician escalation
1
job dashboard
  • Triages incoming requests and routes to the right technician by territory
  • Paged via SMS; auto-escalates down the waterfall if no one accepts
  • QR code at each machine captures reports without a phone call
PythonFastAPITwilioSupabase
See the demo
POC Mar 2026
AR Desk receivables workspace

AR Desk

POC

Receivables follow-up for recurring-invoice businesses. Accounting exports become a prioritized chase queue with customer-level aging, follow-up drafts, and cleanup flags.

Pain addressed: aging balances hidden inside accounting exports

237
sample customers grouped
<2s
demo import grouping
30/45/60
aging brackets
  • Rolls open invoices up by customer and ages them into 30/45/60/75+ brackets
  • Generates friendly, second, and firm email templates filled with customer details
  • Flags balances past 365 days as accounting cleanup, not active chase
Next.jsReactTypeScriptVercel
See the demo
POC May 2026

Interactive demos — shapes we build

Incoming · 8:47 PM

+1 (305) 555-0142

Emergency

VoiceFront

Demo

AI front-desk for the calls that arrive when nobody's picking up. Watch an after-hours call get transcribed, structured, SMS-confirmed, and routed into calendar + Slack — with four industry scenarios and an emergency-escalation path.

  • Pulls caller name, intent, urgency, and callback window in real time
  • Auto-fires SMS confirmation, calendar block, and Slack ping after the call
  • Emergency keywords skip the queue and page the on-call person directly
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026
LeadLane scored inbox with lead detail and scoring breakdown

LeadLane

Demo

AI router for the inbound leads that arrive faster than your team can sort them. Three industry scenarios (real estate, insurance, staffing) with a 'Drop new lead' button that shows the routing happen live.

  • Scores every lead with reasoned positive + negative factors, not a black box
  • Routes by specialty, capacity, and referral history — not just round-robin
  • Drafts a tailored first-touch reply and schedules the follow-up cadence
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026

Job thread · sample data

JobLine

Demo

Customer-visible job tracker for service businesses. A live job advances through scheduling, en-route, on-site photos, and complete — operator dashboard on one side, customer phone view on the other, across four trades.

  • Schedules + dispatches from a single calendar view
  • Progress photos and chat threaded into one customer-facing link
  • Status timeline auto-fills as the tech advances through milestones
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026

Onboarding pipeline · sample data

OnboardLoop

Demo

New-client onboarding pipeline for professional service firms. Each client gets a step-by-step checklist with live status across law firm, accounting, and wealth-manager scenarios.

  • Per-client checklist with status, owner, and blocker reasons
  • Auto-fires reminders, escalates blockers, drafts engagement letters
  • Compliance gates (conflict checks, KYC, FATCA) surface as their own status
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026

Drafted replies

ReviewLoop

Demo

Unified review inbox across Google, Yelp, Facebook, and Tripadvisor with AI-drafted responses in multiple tones. Complaints auto-escalate to the owner — across HVAC, restaurant, and dental scenarios.

  • Multi-source inbox with sentiment + topic extraction
  • Multiple drafted responses per review with tone selector
  • Auto-escalates billing disputes, allegations, and 1-stars to owner
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026

Quote draft · sample data

QuotePilot

Demo

AI-drafted quotes for service businesses. Customer text or voicemail in → structured line-item quote out in minutes, drafted from your actual pricing rules — across fence, pool service, and mobile-mechanic scenarios.

  • Reads SMS / voicemail / form / email and structures the ask
  • Drafts line items from your pricing sheet with auto-applied bundle discounts
  • Surfaces flags for owner judgment (permit timing, unusual scope, conflicts)
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026

Vendor invoice · sample data

BillBox

Demo

Vendor invoice in → extracted fields, GL coding, flags (duplicate, over-threshold, missing W-9), owner approval, and a clean sync to QuickBooks — across construction, restaurant, and professional services scenarios.

  • Extracts vendor, dates, line items, totals with confidence per field
  • Suggests GL codes from your chart of accounts; reassignable from the full library
  • Flags 10% of bills that need human judgment, routes 90% straight through
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026
RouteSpark day plan with map view and per-tech route lines

RouteSpark

Demo

Today's stops + tech roster → an optimized day plan respecting time windows, skills, and capacity. SMS routes to the field in one click — across HVAC, plumbing, cleaning, and landscaping scenarios.

  • Schematic map view with stops, techs, and animated route lines
  • Constraint toggles (time windows, skills, capacity, lunch) really recompute the route
  • Click-to-reassign overrides + SMS-the-day-to-techs handoff
Next.jsReactTypeScriptVercel
See the demo
Demo May 2026
How It Works

From messy workflow to working system.

01

Discovery Call

30 min

30 minutes on Zoom. Tell us what’s eating your week. We’ll tell you on the call whether AI can fix it.

02

Operations Audit

$500+2–3 days

We watch how your work actually flows, count where the hours go, and hand you a written plan: which automations would pay back fastest, which aren’t worth doing, and what each costs to ship.

03

We Build It

2 weeks

2 weeks. You get a working AI system deployed into your business, plus 30 days of support. No retainers required to start.

FAQ

Questions operators actually ask.

The short answers are below. If you want the full conversation, book a call.

Money

Process

Risk & Tech

Ready When You Are

Your team should not have to remember every handoff.
Let's map the first one worth fixing.

Book a free discovery call. We'll talk through the work that keeps coming back to your team, identify what should be automated or custom-built, and tell you what should go first.

30 min call
No prep needed
Real answers
What to automate first

Get started

Book a Free Discovery Call

Book a Free Discovery Call

Free. 30 minutes. No payment until we agree on scope.

Not ready to book a free discovery call? Email me directly: pazi@benri.to

Built in Miami for operators who don't have time to waste.