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What we’re building

Use cases

Real projects we are building, from voice agents to bank reconciliation. Each one solves a concrete problem with AI.

27 projects5 categories
Category
Impact

AI Agents

10
Fast to value

B2B / SaaS

Competitive Intelligence Monitor

Tracks competitor pricing, features and messaging, and tells your team what changed.

Change detectionDiff viewerWeekly digest
B2B / SaaSView use case
Fast to value

Healthcare / Dental

Dental Voice Assistant

A voice agent that answers patients and books appointments in natural conversation.

Natural voice interfaceAppointment bookingPatient FAQ
Healthcare / DentalView use case
Fast to value

Delivery & product teams

Business Analyst Agent

Reads unstructured input, breaks it into a work plan, and pushes it into your project tools.

Unstructured inputWork breakdownTool integration
Professional servicesView use case
Fast to value

Government & bidding teams

Procurement & Tender Agent

Checks bids against the tender rules, flags what is compliant and what is not, and scores each proposal.

Rule complianceAlignment flagsProposal scoring
Procurement / Public sectorView use case
Fast to value

B2B services provider

Ticket Automation

An AI agent that triages and helps resolve high-volume support tickets.

Automated triageAuto-categorisationResponse drafting
Customer supportView use case
Phased rollout

Banking operations

Banking Operator Agent

Runs repetitive banking processes end to end, with human approval points and a full audit trail.

Manuals copilotEnd-to-end executionHuman in the loop
Banking / OperationsView use case
Fast to value

Engineering teams

Legacy Code Analyzer

A code analyzer tuned for efficiency and legacy languages like 4GL and Informix, at a fraction of the tokens.

Legacy languagesEfficiency focusContext-scoped
Developer toolingView use case
Fast to value

Accountants & legal teams

Legal & Accounting Agent

Helps accountants and legal teams apply the right laws and regulations, with the source cited.

Grounded answersRule lookupPlain language
Accounting / LegalView use case
Fast to value

Product & support teams

Product Support Agent

Answers product questions and walks new users through onboarding, in their own words.

Question answeringGuided onboardingDocs-grounded
Customer supportView use case
Phased rollout

RevOps & analytics teams

Customer 360 Agent

Sits on your ERP and turns static dashboards into ones you can ask, that surface what matters.

ERP-attachedInteractive dashboardsOn-demand analytics
Analytics / ERPView use case

Automation & Optimization

6
Fast to value

Finance & payments company

Bank Reconciliation

AI-assisted matching of bank transactions against the ledger.

Automated matchingException flaggingAudit trail
Finance / AccountingView use case
Fast to value

E-commerce & retail

Supplier Catalog to PIM

Pulls product data out of messy supplier PDFs and feeds a clean, structured PIM.

Any-format ingestionAttribute extractionPIM-ready structuring
E-commerce / RetailView use case
Fast to value

Engineering teams

AI-Augmented Engineering

A private plugin toolchain so every project plans, reviews, tests, ships and recovers the same way.

Spec-driven devStandardised reviewShip & operate
Developer toolingView use case
Fast to value

People & hiring teams

Hiring & Interview Automation

Runs candidates from application to offer through a HubSpot pipeline, with structured interviews and automated emails.

HubSpot pipelineApplication flowStructured interviews
HR / RecruitingView use case
Fast to value

Growth & marketing teams

Marketing Operations

Turns one topic into organic content, paid campaigns and social, on brand, end to end.

Organic content enginePaid campaignsOn-brand voice
MarketingView use case
Phased rollout

Operations teams

Task Distribution Optimizer

Assigns each task to the right person by skill, capacity and constraints, so work gets done faster and better.

Skill matchingCapacity-awareConstraint optimization
OperationsView use case

Machine Learning

3
Phased rollout

Sales & RevOps teams

Sales & Customer Intelligence

Turns the data already in your ERP and CRM into prospecting signals, churn risk and CSAT-aligned engagement.

ERP/CRM prospectingChurn predictionCSAT-aligned engagement
Sales / CRMView use case
Phased rollout

Online accounting platform

Churn Prediction & Forecasting

Two models: one predicts at-risk customers, the other recommends the next action to take.

Decision modelAction modelRisk scoring
SaaS / Accounting softwareView use case
Phased rollout

Ad & marketing teams

CTR Prediction

Predicts which creatives and placements will actually get clicked, before you spend on them.

CTR predictionCreative rankingBudget guidance
AdTech / MarketingView use case

Software Products

4
Phased rollout

Passenger transport operator

Service Orders System

Map-based service-order management for a transport operator.

Map-based viewStatus workflowOperator branding
Transport / FleetView use case
Phased rollout

Professional services

Customer Portal

Clients see live hours consumed; teams log time; admins approve, synced with Jira.

Live hours dashboardTime-entry reviewHour-pack drawdown
Professional servicesView use case
Fast to value

Marketing teams

AI Content Studio

Turns a short brief into on-brand posts, carousels, scripts and ad campaigns.

Many content typesOn-brand by defaultLive generation
MarketingView use case
Phased rollout

Business teams

Claude Business Hub

A hub inside Claude where business teams work on top of all their tools, through apps and widgets Claude serves.

One hubTool integrationsApps & widgets
Workplace toolingView use case

Training & Enablement

4
Fast to value

Teams adopting AI

AI Readiness Diagnostic

Measures a team’s AI literacy and readiness, then turns the gaps into a training plan.

Literacy assessmentReadiness scoringGap analysis
AI enablementView use case
Fast to value

Engineering teams

AI Coding Agents Training

Hands-on training that turns developers into effective drivers of AI coding agents.

Agent-driven workflowPrompt & verifyQuality guardrails
Training / EnablementView use case
Fast to value

Leadership teams

AI Positioning Workshops

Workshops that help leadership teams decide where AI actually fits, and how to position the company around it.

Opportunity mappingHype filteringPrioritisation
Strategy / LeadershipView use case
Fast to value

Business teams

AI Productivity Training

Department-by-department training that gets non-technical teams genuinely productive with AI.

Role-specificConcrete workflowsHands-on practice
Training / EnablementView use case