Make AI work in the real world

AIVG builds useful AI products, workflow automation, and system integrations for teams that need working software, with senior engineering and product judgment from first scope to handoff.
Working software · clear decisions · clean handoff

Turn manual steps into useful work

Illustrative service example

Open portal

The same browser task

Read report

Capture useful fields

Update record

CRM or operations system

Review exception

People stay in control

An illustrative flow opens a portal, reads a report, updates a record, and sends exceptions for review.
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services

Services built around the work

Each service starts with a defined job, the systems involved, and the point where a person should review the result.

Browser automation · system integration · configured task bots

Automation that gets work done

AIVG can open a vendor portal, collect a report, update a CRM, and send exceptions to the right person. Task bots run the approved steps and keep a record of what changed.

  • Browser automation for tools without a usable API
  • System integration that keeps CRM and operations records aligned
  • Task bots configured with approved accounts, instructions, triggers, and review points
Morning portal
Update CRM
Send summary
Escalate exception
An illustrative task bot checks a portal, updates a CRM, sends a summary, and escalates exceptions.

Voice calls · text · chat · appointments

Conversations that reach the next step

Voice and messaging agents can answer common questions, collect the details your team needs, book appointments, and carry the conversation into a person or CRM.

  • Answer and qualify calls without losing the caller’s context
  • Continue through text or chat when that channel fits better
  • Book appointments, send confirmations, and hand off with the useful details attached
Missed call
Answer question
Book time
Text confirmation
An illustrative conversation flow answers a missed call, books time, and sends a confirmation.

AI product engineering

Useful AI inside the product people already use

AIVG adds focused AI product features that help users act. The work can include document AI, request triage, drafts for review, and the system integration needed to make the feature useful.

  • Shape the feature around a real user decision
  • Keep a reviewer in control of important results
  • Ship working software with a clear owner and handoff
Requests
AI triage
Team
An AI feature triages incoming requests for the team.

Examples show how the services fit together. AIVG configures each workflow for the company and work it supports.

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experience

Experience, with the work beside it

Six organizations show the range of product and engineering experience behind AIVG. Two product screens make that experience concrete.
770 Companies logo

770 Companies

Experience · 2020–2024

Owned product roadmap and engineering delivery for real estate acquisition and renovation operations. 

Selected product work

Open either product screen to view the full size image.
CenterPoint property market center with a listing table and property details

CenterPoint Development Group

Property intelligence for acquisition teams

A market center that brings listings, deal factors, property details, and review actions into one working view.

Experience · 2020 to 2024

ClinicSource weekly therapy schedule with demo appointments and practice resources

ClinicSource

Clinical scheduling at practice scale

ClinicSource product interface for coordinating therapists, patients, rooms, and documentation across a full clinical week.

Experience · 2012 to 2014

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how we work

A clear path from scope to handoff

AIVG writes the scope, review points, delivery window, and support boundary before the build begins.

Define the job

Map the users, decisions, systems, and owner. Agree on what a complete result must do.

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Source material
Decision rule
Review point
System
Owner
Scope
Handoff

Build the smallest complete result

Keep senior product and engineering judgment close to implementation, then check the important behavior.

Hand off cleanly

Name the owner, document the system, and leave clear support terms instead of an open ended engagement.

Frequently asked questions

Have a product or workflow worth fixing?

Tell AIVG what needs to work better. For company projects, use a business email and we will reply with a project discussion.