AI Automation LLM Integration

Support triage workflow for a B2B SaaS product

A growing SaaS business was handling support intake manually, with responses delayed by volume spikes and inconsistent routing. We introduced an LLM-assisted triage flow that categorizes tickets, assigns urgency, and suggests the right team, while keeping a human checkpoint for low-confidence cases.

-31%
Avg. first-response time
2.5 wks
From concept to pilot
89%
Correct routing in production
Backend DevOps Cloud Infrastructure

CI/CD and release process for a fintech client

A fintech team was still releasing through manual steps, with clear operational risk during every deploy. We rebuilt the delivery pipeline around IaC, versioned environments, and safer rollout gates, so releases became more predictable and easier to audit.

5h → 28min
Time to production
1
Critical release issue in 9 months
8 wks
Delivery timeline
QA Automation

Regression automation for a product under rapid release pressure

As a product grew, regression coverage stayed manual and increasingly expensive. We built a focused end-to-end suite for the most critical journeys and connected it to CI so new releases could be validated earlier without adding operational drag.

60%
Of critical flows automated
-40%
Time spent in release prep
180+
Automated checks in CI
Backend APIs Data

Order processing platform for a retail operations team

A retailer with multiple sales channels was struggling to keep inventory and order data synchronized across systems. We redesigned the backend around clean domain boundaries, event-driven processing, and resilient APIs to reduce failures and simplify operational support.

99.4%
Order processing reliability
-52%
Manual reconciliation work
6 wks
Core platform refactor
Frontend UX Performance

Dashboard redesign for an internal operations product

An operations team was losing time in a legacy dashboard that overloaded users with too much information and too many clicks. We rebuilt the frontend around simpler workflows, clearer hierarchy, and better performance so teams could act on information faster.

-38%
Time to complete core tasks
1.8s → 0.6s
Avg. dashboard load time
4 wks
UX redesign sprint
Fullstack Product Delivery

Customer portal delivery for a B2B service business

A service company needed a cleaner way for customers to track projects, access documents, and submit requests without relying on email chains. We built a full end-to-end portal spanning frontend experience, business logic, and backend integrations, then shipped it in stages with a clear rollout plan.

+27%
Customer self-service adoption
-46%
Support tickets tied to internal handoff
10 wks
Full delivery timeline

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