AI Automation/Professional Services

Hiring an AI Consultant? Ask These Questions First.

Ask who writes the code and if you will own it after the project. Inquire about their post-launch support and typical build timelines.

By Parker Gawne, Founder at Syntora|Updated Mar 10, 2026

Key Takeaways

  • Ask if the person selling the project is the person writing the code.
  • Confirm you will receive the full source code and a deployment runbook.
  • Clarify the support model after the initial 2-4 week build is complete.
  • Verify they have experience with production systems, not just proofs of concept.

Syntora designs done-for-you AI automation for client onboarding and CRM workflows. A custom orchestration system can reduce manual research time from 30 minutes per new client to under 1 second. Syntora builds these systems using Python, FastAPI, and the Claude API to deliver enriched, summarized data directly into a company's existing CRM.

The right questions reveal if a consultant can build production-grade systems or just demos. For client onboarding automation, scope depends on your CRM's API quality and the number of data sources needed to qualify a new client. A project connecting HubSpot and a single enrichment API is a 2-week build. A system pulling from a legacy CRM, your internal database, and three external tools requires a 4-week engagement.

The Problem

Why Do Sales Teams Still Onboard New Clients Manually?

Many teams use their CRM's built-in automation, like HubSpot Workflows or Salesforce Flow. These tools are effective for linear, internal tasks but fail when complex, multi-source logic is required. HubSpot Workflows cannot easily query an external production database, forcing teams to rely on manual, nightly CSV uploads. This means your client data is always at least 24 hours out of date.

Consider a 25-person company whose onboarding team needs to qualify new signups. They must check if the user is part of an existing account in Stripe, if they have used a key product feature tracked in a PostgreSQL database, and if their company fits the ideal customer profile using Clearbit. A native CRM workflow cannot orchestrate these checks in real-time. The process breaks down into manual work: reps spend 30 minutes cross-referencing tabs for every new user before they can even make the first call.

The structural problem is that CRMs are databases, not code execution environments. Their automation is designed to update their own records, not to run complex business logic that orchestrates multiple, conditional API calls to external systems. When your process needs to check system A, query system B, and then decide what to do in system C, you have exceeded the architectural limits of a standard CRM workflow.

Our Approach

How Syntora Builds a Done-for-You Client Onboarding Engine

The engagement would begin with a thorough audit of your current onboarding process and data sources. Syntora maps every step from user signup to first contact, reviewing the APIs for your CRM, product database, and any third-party enrichment tools. This discovery phase produces a data flow diagram and technical specification that you approve before any build work starts.

The technical approach would be a central orchestration service built with Python and FastAPI. When a new user signs up, a webhook triggers the service. The service uses `httpx` for asynchronous calls to query your database and external APIs in parallel, keeping the total processing time under 500ms. If needed, the Claude API can be used to summarize the collected data into a concise brief for your team.

The final system posts the enriched data and summary directly into a note or custom field in your CRM. Your team sees the information where they already work. You receive the complete Python source code in your GitHub, a runbook for managing the system on AWS Lambda, and a monitoring dashboard. The system is built to be understood and extended by a future in-house engineer.

Manual Client OnboardingSyntora's Automated Onboarding
30 minutes of manual research per clientData enrichment and summary in under 500ms
Data is often 24+ hours staleReal-time data from all sources on signup
High risk of copy-paste errors0% data entry error rate for automated fields

Why It Matters

Key Benefits

01

One Engineer, End-to-End

The senior engineer on your discovery call is the same person who writes every line of production code. No project managers, no handoffs, no miscommunication.

02

You Own All the Code

You get the complete source code in your private GitHub repository, plus a runbook. There is no vendor lock-in. You can extend the system yourself or with another developer.

03

A 2-4 Week Build Cycle

A typical client onboarding automation system is designed, built, and deployed in two to four weeks. The initial data source audit provides a firm timeline.

04

Flat-Rate Monthly Support

After launch, a flat monthly maintenance plan covers monitoring, bug fixes, and minor updates. No per-seat fees or surprise costs. Just reliable, ongoing support.

05

Built for Your CRM Workflow

The system integrates directly with your existing CRM, whether it's HubSpot, Salesforce, or another platform. Your team sees enriched data where they already work, requiring zero new software to learn.

How We Deliver

The Process

01

Discovery Call

A 30-minute call to understand your current onboarding workflow, data sources, and business goals. Syntora provides a detailed scope document and a fixed-price proposal within 48 hours.

02

Architecture & Scoping

You provide read-only access to your relevant system APIs. Syntora drafts a technical architecture and data flow diagram for your review and approval before the build begins.

03

Iterative Build & Review

The system is built over 2-4 weeks with weekly check-ins to demonstrate progress. You see a working prototype early and provide feedback to shape the final integration and output.

04

Handoff & Ongoing Support

You receive the full source code, a deployment runbook, and a monitoring dashboard. Syntora provides support for 4 weeks post-launch, with an option to continue with a flat-rate monthly maintenance plan.

The Syntora Advantage

Not all AI partners are built the same.

AI Audit First

Other Agencies

Assessment phase is often skipped or abbreviated

Syntora

Syntora

We assess your business before we build anything

Private AI

Other Agencies

Typically built on shared, third-party platforms

Syntora

Syntora

Fully private systems. Your data never leaves your environment

Your Tools

Other Agencies

May require new software purchases or migrations

Syntora

Syntora

Zero disruption to your existing tools and workflows

Team Training

Other Agencies

Training and ongoing support are usually extra

Syntora

Syntora

Full training included. Your team hits the ground running from day one

Ownership

Other Agencies

Code and data often stay on the vendor's platform

Syntora

Syntora

You own everything we build. The systems, the data, all of it. No lock-in

Get Started

Ready to Automate Your Professional Services Operations?

Book a call to discuss how we can implement ai automation for your professional services business.

FAQ

Everything You're Thinking. Answered.

01

What factors determine the project cost?

02

What can slow down or speed up the timeline?

03

What happens if something breaks after launch?

04

Will this create custom objects or mess with our existing CRM setup?

05

Why hire Syntora instead of a larger agency or a freelancer?

06

What do we need to provide to get started?