Industry Solutions
AI for SaaS and Technology
Intelligent systems to scale product operations without hiring overhead.
The Opportunity
AI in SaaS and Technology
SaaS companies grow fast and face a specific operational challenge: every new customer added increases support load, onboarding work, and churn risk — but revenue growth does not always keep pace with the headcount needed to handle it. AI systems built for SaaS address this by automating the high-volume, repeatable operational work — user onboarding flows, support ticket resolution, churn signal detection — so your team can focus on product and relationship work that requires human judgement.
What We Automate
Our Approach
How We Build It
Product Analytics Audit
We analyse your existing usage data, activation metrics, and churn patterns to identify where AI can have the most impact.
Connect Your SaaS Stack
We integrate with your product analytics, CRM, helpdesk, and communication tools.
Build Intelligent Workflows
We build onboarding flows, churn detection, and support automation tailored to your product and customer segments.
Iterate Based on Data
We review activation rates, retention metrics, and support resolution rates monthly and refine the workflows.
Real Examples
What This Looks Like in Your Industry
When a new user signs up, the onboarding agent detects their role and use case from their profile, sends a personalised getting-started email sequence, and checks back after 3 days to see if they have completed the key activation steps.
The churn risk agent monitors product usage data for each customer. When usage drops below a threshold for 7 consecutive days, it automatically notifies the CSM and prepares a context brief on that account.
A product feedback agent reads every G2 and Capterra review, categorises feedback by product area, and delivers a weekly summary to the product team.
How It Works Technically
System Architecture
Product Events
Mixpanel / PostHog / Segment
Health Scoring
Usage analysis engine
Signal Detection
Churn risk / Activation gap
Automated Response
Email / CSM Alert / In-app
CRM Updated
HubSpot / Salesforce
Technology Stack
Real Impact
Case Study
Context
A SaaS company with 12,000 users and a customer success team of 4 people.
The Problem
The CS team could not proactively manage all accounts. Churn signals were identified reactively — after customers had already decided to leave. User activation rate was 34%, meaning most new signups never reached the aha moment.
What We Built
We built a churn detection agent and an automated onboarding flow. Activation rate increased to 61% within 2 months. The CS team now spends time on accounts flagged by the agent rather than manually reviewing all accounts.
34% → 61%
Activation Rate
87%
Churn Detection Accuracy
60%
CS Capacity Freed
More Industries
Other Industries We Serve
E-commerce
AI systems that scale retail operations without scaling headcount.
Healthcare
Secure, compliant AI workflows for medical administration and patient communication.
Finance and Accounting
Precision AI for transaction monitoring, reporting, and compliance workflows.
Manufacturing
Predictive intelligence for supply chains and production operations.
Get Started
Want to see what we can build for your business?
Book a free 30-minute audit. We will look at your specific workflows and show you exactly where AI can have the most impact.