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Case studies

Outcomes, not adjectives.

Real-world deployments across healthcare, finance, EdTech, e-commerce, legal, and telco. Each case is a documented build with shipped numbers.

Eye Care Clinic Group

Healthcare · Multi-clinic

Eye Care Clinic Group

61%

An AI chat agent that books eye-care appointments — and answers the questions before them.

Conversational appointment-scheduling and inquiry agent that cut front-desk workload and dropped average booking time by 4 minutes.

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Insurance — EU

Insurance · EU

Insurance — EU

1,400

An outbound voice agent that holds a real conversation.

End-to-end STT → LLM → TTS pipeline that books callbacks, handles objections, and writes notes back to Salesforce — with sub-1-second p95 latency.

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Medical Information Provider

Healthcare · Compliance

Medical Information Provider

−72%

A RAG agent for medical inquiries — accurate, cited, and refusal-safe.

A retrieval-grounded agent that answers clinician and patient questions from a compliance-bound knowledge base, with citations on every answer.

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Mockinto

EdTech · Series A

Mockinto

47%

An AI interviewer that actually adapts to the candidate.

A multi-turn interview agent that adjusts difficulty in real time, scores answers against a rubric, and gives structured feedback in under two seconds.

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EdTech Provider

EdTech · Higher Ed

EdTech Provider

2,400+

A fine-tuned classroom assistant — trained on the course, not the internet.

A classroom AI agent fine-tuned on course materials that answers student questions instantly, distributes resources, and supports faculty triage.

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DTC E-commerce Brand

E-commerce · DTC

DTC E-commerce Brand

12×

An AI automation agent that refines product copy and syncs inventory.

GPT-4 powered automation that rewrites product descriptions, optimises SEO metadata & syncs inventory across WooCommerce — no merchandiser overhead.

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Mid-size Law Firm

Legal · Litigation

Mid-size Law Firm

−68%

An agentic AI system that researches case law — and shows its work.

Automating multi-step legal research with bounded agents that cite, summarise, and flag for review.

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B2B SaaS Lead Gen

SaaS · Lead Gen

B2B SaaS Lead Gen

68%

An SMS agent that qualifies leads and writes them to HubSpot.

A Twilio + HubSpot SMS agent that handles inbound qualification, books demos, and writes structured lead data back to the CRM in real time.

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Healthcare Information Platform

Healthcare · Compliance

Healthcare Information Platform

+22%

A fine-tuned Llama 3.1 model for healthcare inquiries.

Domain fine-tuning that beat general-purpose models on accuracy, latency, and cost — while keeping data inside the customer's VPC.

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IT Staffing Firm

Staffing · Recruitment

IT Staffing Firm

Hybrid RAG that matches candidates to roles in seconds.

A hybrid lexical + semantic retrieval system that ranks candidates against job requirements with cited evidence from the resume.

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DTC E-commerce Brand

E-commerce · DTC

DTC E-commerce Brand

−42%

Autonomous AI agents that manage inventory, marketing, and customer service.

An agent swarm running inventory replenishment, lifecycle marketing, and Tier-1 customer service for a growing DTC brand.

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Digital Media Platform

Media · Video

Digital Media Platform

200k+

An AI pipeline that tags, categorises, and summarises a video library at scale.

Computer vision and speech-to-text feeding an LLM summariser — turning a 200k-hour video library into a searchable, structured archive.

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Aiinfox Internal Growth

SaaS / SEO

Aiinfox Internal Growth

+300%

AI agents that scaled organic traffic 300% in 6 months.

Proprietary AI SEO agents handling keyword clustering, content briefs, technical audits, and on-page optimisation — at a scale a human team couldn't reach.

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