How much does Custom AI Workflow Integration cost?

Custom AI Workflow Integration projects start at $10,000 and can range up to $35,000. Pricing depends on system access, number of integrations, compliance needs, and workflow scope.

What is the difference between Custom AI Workflow Integration and hiring a freelancer?

A freelancer builds a one-off feature. We build a secure multi-agent or RAG system that sits directly inside your CRM, ERP, and internal workflows with strict permission boundaries, audit-friendly logging, and robust failure handling.

Can Topiax work with our existing engineering team?

Yes. Roles, access, and handover are agreed before delivery starts. We integrate seamlessly with your internal developers or agency team.

Custom AI integration

Put AI inside the workflow your team already uses.

A fixed-scope production workflow connected to your CRM, ERP, databases, and operating tools—with explicit permissions, failure handling, and an owned handover.

Discuss the workflow Compare offers

$10,000 to $35,000 · Milestone-based · Scope agreed before build starts

Representative systems map

Workflow control path

Bounded build

01
Source signal
Verified input
02
AI decision
Bounded task
03
System action
Approval + recovery

Access

Scoped

Action

Approved

Fallback

Owned

Representative preview - final architecture follows discovery

Who this is for

For operations leaders and founders who need AI inside the business-not beside it.

Best fit for mid-market B2B teams in logistics, healthcare ops, insurance, or SaaS with heavy data and manual handoffs. Buyers are usually a VP of Operations, COO, or founder who can open doors to systems and process owners.

Your team is drowning in manual processing of internal data.
You want AI inside the tools people already use-not a separate chat window nobody opens.
You need agents or RAG connected to real CRM, ERP, or proprietary databases.
A simple ChatGPT wrapper will not survive compliance, permissions, or multi-step work.
Operations or product leadership owns the problem, not just a side experiment.

Engagement boundary

What this build is—and is not.

One production workflow connected to the tools your team already operates.

NotOpen-ended AI strategy

NotA standalone chatbot

NotA full replacement for your internal engineering team

What you get

A production-minded build, not a weekend prototype.

Discovery of the real workflow, data sources, and decision points worth automating
Architecture for a secure multi-agent or RAG system tied to your systems of record
Integration into agreed databases, APIs, CRM, or ERP surfaces
Permission boundaries, audit-friendly logging, and failure handling for production use
Milestone demos with clear acceptance criteria
Handover notes so your team can operate and extend the system

Representative workflow handover

System-of-record control map

Scoped

01
Source signal
Verified input
02
Permission check
Scoped access
03
AI task
Bounded decision
04
System action
Approval before write
05
Recovery
Owned handoff

Representative preview - the final path follows your systems, permissions, and operating owners

How delivery works

Clear milestones. No open-ended build theatre.

Pricing sits between $10,000 to $35,000 depending on system access, number of integrations, compliance needs, and how much of the workflow is in scope. We lock the first milestone before code starts.

Milestone 1

Map the workflow, data access, risks, and definition of done

Milestone 2

Build the core agent or retrieval path against real systems

Milestone 3

Harden controls, test failure paths, and ship the first live slice

Milestone 4

Handover, operating guidance, and next-priority roadmap

Industry applications