Book a call

Case studies

Production AI across many industries.

Every project below shipped. Where numbers appear, they are representative of the engagement; ask us for the reference call.

What kind of AI work does extendfuture do?

Production AI systems for funded startups and mid-market companies: agentic workflows, managed AI workflows, computer vision, voice agents, document intelligence, AI product features and human-in-the-loop operations. Every case below shipped; for confidential engagements we walk qualified buyers through architecture and numbers on a call.

What we built
Industry

23 case studies

Transcription quality at scale for financial research
Financial services · Speech AI

Transcription quality at scale for financial research

Accuracy held to editor standard, at production scale

Voice AI interviews for high-volume hiring
Hiring · Voice agents

Voice AI interviews for high-volume hiring

Screening that keeps pace with applications

AI matching and compliance checks for a care marketplace
Care services · Search and document AI

AI matching and compliance checks for a care marketplace

Matching and compliance checks, built into the marketplace

Motor-controller configuration in the browser
Automotive · Embedded software tooling

Motor-controller configuration in the browser

Configure and tune a motor from one browser tab

Instant biometric onboarding
Fintech · Computer vision

Instant biometric onboarding

Two days to eight minutes

FRIDAI, voice assistant for gamers
Gaming · Voice AI

FRIDAI, voice assistant for gamers

Hands-free help at play speed

Movement intelligence: smart athletic wear and camera-based physiotherapy
Sports and health · Vision and edge AI

Movement intelligence: smart athletic wear and camera-based physiotherapy

Injury risk and form, read in real time

Facebot, AI with a human face
Customer experience · Conversational AI

Facebot, AI with a human face

A persona customers talk to

Grain classification
AgTech · Computer vision

Grain classification

Lab-grade QC from a photo

Skin analysis and advisory
Consumer health · Computer vision

Skin analysis and advisory

Selfie to skin age in under a minute

Predictive sales analytics
SaaS · Machine learning

Predictive sales analytics

Forecasts the team believed

Needs-based advisory engine
Insurance · Decision automation

Needs-based advisory engine

Advisory sessions, fully automated

Supplier documents to purchase orders
Professional services · Document AI

Supplier documents to purchase orders

Invoices and catalogs turned into orders, without retyping

Anti-money-laundering program generator
Compliance · LLM document generation

Anti-money-laundering program generator

Compliance programs drafted from a business's own answers

Authenticity screening for recorded interviews
Financial research · Evals and guardrails

Authenticity screening for recorded interviews

Doubtful answers flagged for a person to judge

Prepaid utility payments over mobile money
Utilities · Payments and full-stack

Prepaid utility payments over mobile money

Water and power credit bought from a phone

Property documents to buyer reports
Property · Document AI

Property documents to buyer reports

Building records turned into a report a buyer can read

A digital therapist on WhatsApp
Mental health · Conversational AI

A digital therapist on WhatsApp

Guided support in the app people already use

App recommendations for a mobile app store
Consumer technology · Recommendation systems

App recommendations for a mobile app store

Recommendations for about 200M mobile devices

Sensor data cleaning for water networks
Utilities · Anomaly detection

Sensor data cleaning for water networks

Network telemetry cleaned before anyone acts on it

An advisory agent for smallholder farmers
Agriculture · Conversational AI

An advisory agent for smallholder farmers

Farm guidance by phone, inside a development program

An engineering KPI engine for a developer-productivity product
Software · Data pipelines

An engineering KPI engine for a developer-productivity product

Delivery health read from the tools teams already use

A health-risk assessment chatbot
Health and wellness · Conversational AI

A health-risk assessment chatbot

A health questionnaire turned into a conversation

Recent work is under NDA. Every case is described without client names, and some of it is not shown at all.

Want the war stories?

We will walk you through the builds that map to your problem, including the parts that went wrong and what they taught us.