Case studies

AI delivery tied to
real business outcomes

Real examples of how our AI solutions have transformed teams across industries: what they were stuck on, what we built, and what shifted in production.

3+
Industries shipped
10×
Faster delivery
100%
Production code
Recent outcomes
3 of 3
  • AI-Accelerated DevelopmentFinancial services
  • AI AgentsInsurance
  • RAG SolutionsLegal

Every engagement starts with a free 30-min discovery call.

01AI-Accelerated Development · Financial services

Fintech startup accelerates development
What used to take a full sprint now ships in days.

The challenge

A growing fintech was struggling to keep up with feature demands. Their team was bogged down by repetitive coding, slow code reviews, and difficulty maintaining consistency across a rapidly expanding codebase.

Our solution

We integrated codebase-aware AI tools throughout their development workflow. Assistants were configured against their architecture patterns, API conventions, and security requirements, plus an automated review layer that caught issues before they reached humans.

The outcome

The team now ships features dramatically faster while maintaining code quality. New developers onboard quickly because the AI helps them learn the patterns. Engineering velocity went up without adding headcount.

StackCodebase AI integrationAutomated code reviewCustom workflow tools
02AI Agents · Insurance

Insurance company transforms customer service
Most inquiries resolved instantly — without adding headcount.

The challenge

An insurance provider was overwhelmed with customer inquiries about policy details, claims status, and coverage questions. Support couldn't scale, and customers faced long waits for answers to straightforward questions.

Our solution

We built a multi-agent system that handles inquiries end-to-end. A primary agent understands intent and routes to specialised agents for policy lookup, claims status, or coverage. Complex cases escalate to humans with full context.

The outcome

Customers now get immediate answers to most questions. The human team focuses on cases that genuinely require judgment. CSAT improved, and inquiry volume is handled without adding headcount.

StackMulti-agent systemCRM integrationNatural language processing
03RAG Solutions · Legal

Law firm unlocks document intelligence
Research that took hours now takes minutes.

The challenge

A mid-sized law firm had decades of case files, contracts, and legal documents spread across multiple systems. Lawyers spent hours searching for relevant precedents and clauses, often missing critical information buried in old documents.

Our solution

We implemented a RAG system that indexed their entire document repository — including scanned PDFs, emails, and case-management systems. Lawyers can now ask natural-language questions and get answers with citations to source documents.

The outcome

Research that took hours now takes minutes. Lawyers surface precedents they didn't know existed in their archives. Junior associates become effective faster because the firm's institutional knowledge is one query away.

StackDocument processingSemantic searchMulti-source RAG
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