System trajectories

AI automation consultants & AI agent developers

Put AI agents to work.

We find the work worth automating in your company, then build AI agents and automations that run inside the tools your team already uses — with people approving what matters.

Packages from $3,500 · Fixed quote before any work starts

Founder-led studio · 10+ years in enterprise technology · Canada-based · Fixed quotes in USD

What we automate / 01

Where AI can take work off your plate.

Start with the work that slows your team down every week. When the right answer is a new product, we build that too.

01

Automate

Take repetitive work off your team's plate.

Intake, triage, data entry, follow-ups, report assembly and hand-offs between systems. We map the process, automate the steps that are safe to automate, and keep people where judgment matters.

Automate a workflow
02

Agents

AI agents that do real work, not demos.

Agents that read context, use your systems and APIs, complete multi-step tasks and ask for approval before anything consequential happens.

AI agent development
03

Integrate

Make the software you already have smarter.

Add assistants, search over your own knowledge, document processing and agentic steps to existing products and workflows — without a rewrite.

Add AI to your product
04

Build

When the right answer is a new product.

AI products and SaaS engineered from architecture to launch, and production hardening for prototypes built with AI coding tools.

Build a product
  • Lead intake & qualification
  • Support triage & replies
  • Document & invoice processing
  • CRM updates & follow-ups
  • Reporting & data entry
  • Internal knowledge search
  • Customer onboarding
  • Back-office hand-offs

Packages / 02

Clear packages. Fixed quotes. No surprises.

Start small with an audit, or go straight to a build. Every engagement gets a fixed quote before work starts.

AI Automation Audit

From $3,500 USD

2 weeks

The fastest way to find out where AI will pay off.

A ranked list of the workflows worth automating, what each would take, and a fixed-price plan for the first build.

  • Audit fee credited in full toward a build that starts within 45 days

Automation Operations

From $3,000/month USD

Monthly

Keep your automations working, and keep adding new ones.

Automations that stay accurate as models, tools and processes change, plus a steady pipeline of new ones.

AI Product Engineering

From $30,000 USD

6–12 weeks

When the right answer is a new product, not another workflow.

A production-ready AI product or feature, engineered from architecture through launch, that your team owns.

  • 30 days of post-launch fixes included
  • 50/50 payment: half to start, half at launch

Products we build / 03

We build and run our own AI products.

Tellstay, ResAIScan and SnapLoop are products AvenOrbit Labs designs and builds itself. The same engineering goes into client work.

PRODUCT / 01

Tellstay

B2B SaaS · AI customer intelligence · In development

Customer-success software that pulls product usage, support activity and account context into one place, and uses AI to surface risk, opportunity and the next best action.

Read the Tellstay case study
PRODUCT / 02

ResAIScan

Consumer AI · Career tools · Pre-launch

Truthful AI resume tailoring: it helps job seekers match their resume to a specific job description without inventing experience they don't have.

Read the ResAIScan case study
PRODUCT / 03

SnapLoop

Mobile app · iOS & Android · Built and in early release

A cross-platform event-photo app that brings guests' photos from a live event into one shared place, with privacy-conscious face matching to help people find the photos they appear in.

Read the SnapLoop case study

AI agent development / 04

Agents that do work — not demos.

Connected to your systems. Grounded in your data. Able to use tools and run multi-step workflows. And designed to ask a person when judgment matters.

  • Sales
  • Support
  • Research
  • Operations
  • Customer Success
  • Document Processing
  • Knowledge
  • Voice
  • Custom Agents
Explore AI agent development

Live workflow model

Event / user → agent → knowledge + tools → human approval → action

How it works / 05

From first call to working automation.

01

Free 30-minute call

A 30-minute conversation about the work that slows your team down. You leave with an honest view of what's worth automating — even if that's nothing yet.

02

Audit or scope

For a clear workflow, we send a fixed quote. For a broader question, the two-week AI Automation Audit ranks the opportunities and scopes the first build — and its fee is credited toward the build if you start within 45 days.

03

Build

We build against your real systems and real examples, with approvals, logging and fallbacks from day one. You see working software early, not a slide deck.

04

Launch & improve

It goes live with monitoring, a handover and 30 days of post-launch fixes. Automation Operations keeps it accurate and adds the next automation when you're ready.

Honest limits / 06

Where AI is the wrong answer.

Knowing when not to automate matters as much as the build. We'll tell you on the first call.

01

Some work shouldn't be automated

If a process changes every week or lives in one person's head, we'll say so. Sometimes the right first step is writing it down, or buying an off-the-shelf tool instead of building one.

02

New agents start supervised

An agent drafts and a person approves until it has proven reliable on your real cases. Anything that touches money, people's rights or sensitive data keeps a human sign-off.

03

AI is never free to run

Every automation has a running cost per task. We estimate it before launch, it's billed to your own accounts at cost, and usage limits can be set so a busy month holds no surprises.

04

Most of the work isn't the AI

Connecting systems and handling the awkward cases takes most of the effort. We test on your real inputs, including the messy ones, before anything goes live.

Why AvenOrbit / 07

Why companies work with us

01

Senior, founder-led

You work directly with the founder — 10+ years in enterprise technology — from the first call to production. No hand-off to a junior team.

02

Fixed, published pricing

Packages start at published prices, every engagement gets a fixed quote before work begins, and builds are paid 50/50 with 30 days of post-launch fixes. No open-ended hourly billing.

03

We build products too

Tellstay, ResAIScan and SnapLoop are products we design, build and run ourselves, so we care about what happens after launch.

04

People stay in control

Approval steps, permissions and audit trails are designed in, so agents act within limits you set.

05

Built in your tools

Automations run inside the systems your team already uses, instead of another dashboard nobody opens.

06

You own everything

Your code, prompts, configurations and data stay yours. AI usage is billed to your own accounts at cost.

FAQ / 08

Questions worth asking early.

Anything else? Ask on the free 30-minute call — that's what it's for.

What does an AI automation consultant actually do?

We find the repetitive, rules-heavy work that moves information between people and systems — intake, triage, data entry, documents, reporting, follow-ups — decide which steps are safe to hand to AI, and then build and run the automation or agent that does them.

How much does AI automation cost?

Our AI Automation Audit starts at $3,500 USD, a fixed-scope Automation & Agent Build starts at $12,000, Automation Operations starts at $3,000 a month, and AI Product Engineering starts at $30,000. Every engagement gets a fixed quote before work starts. Builds are paid 50/50 and include 30 days of post-launch fixes, and the audit fee is credited toward a build that starts within 45 days.

How long does it take to automate a workflow?

A typical Automation & Agent Build takes three to six weeks from kickoff to production, depending on the number of systems involved and how much the agent is allowed to do on its own.

Do we need an audit first?

No. If you already know which workflow you want automated, we can scope and quote the build directly. The audit is for teams who want to know where AI will pay off before committing to a build.

Can AI agents work with our existing systems?

Yes. Agents connect to your existing tools and APIs, retrieve the context they need, and ask a person for approval wherever a decision or action carries risk.

What about our data and security?

Agents only get the access they need, and sensitive actions go through approval steps with an audit trail. We review data handling with you before anything connects to production systems.

Can you productionize something built with AI coding tools?

Yes. We review and harden builds from Cursor, Lovable, Bolt, Replit, Codex and similar tools as part of AI Product Engineering.

Who owns the code and IP?

You do. The code, prompts, configurations and documentation we build for you are yours.

Where are you based, and who do you work with?

We're a founder-led studio based in Canada. We work remotely, so companies in Canada, the US and the UK can all work with us. Prices are in USD.

Get started / 09

Have work worth automating?

Tell us which process costs your team the most time. We'll come back with an honest view of what to automate first, and what it would cost.