30

Years Engineering × AI Agents

We build digital products at machine speed, guided by three decades of human wisdom.

Abstract 3D monolithic structure built by swarms of glowing light — representing engineering converging with AI

STATUS: OPERATIONAL

ROLE: HEAD_OF_PRODUCT

DOMAIN: PRIVACY_FIRST_ADTECH

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OPERATOR_PROFILE // 001.5

Privacy-first product.
Programmatic expertise.
AI-augmented velocity.

From supermarket trolley boy to Head of Product at Anonymised — Jonathan Caines has spent over thirty years at the intersection of software engineering and commercial technology. The past five years have been focused on one frontier: privacy-first programmatic advertising.

At Anonymised, Jonathan steers the product strategy for a next-gen cookieless, ID-less platform. A recent milestone: partnering with Index Exchange to run proprietary algorithms natively in the supply-side marketplace — empowering publishers and advertisers in ID-less environments.

IAB Tech Lab Working Groups member (Rearc Addressability, Privacy Enhancing Technologies, Programmatic Supply Chain). Contributor to the ID-Less Solutions Guidance. Klaptrap channels this expertise into AI-accelerated digital product delivery.

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4+YEARS_AT_ANONYMISED
6AI_AGENTS_ACTIVE
IABTECH_LAB_MEMBER

SYSTEM_SCHEMATIC // 002

THE AGENT FORGE

Not freelancers. Not a bloated agency. A precision-engineered team of AI agents, each purpose-built for a specific stage of the digital product lifecycle — all directed by three decades of hands-on engineering leadership.

01

FRONTEND_AGENT

Constructs responsive, pixel-perfect interfaces from design specifications. Outputs production-ready React, Tailwind, and motion-optimised components.

OUTPUT

UI Components, Responsive Layouts, Interaction Design

02

LOGIC_AGENT

Architects backend systems, APIs, and data models. Handles authentication flows, database schemas, and server-side validation.

OUTPUT

APIs, Data Models, Business Logic, Auth Systems

03

COMMERCIAL_AGENT

Analyses market positioning, pricing strategy, and commercial viability. Translates 30 years of business acumen into actionable frameworks.

OUTPUT

Go-to-Market Strategy, Pricing Models, Revenue Architecture

04

CONTENT_AGENT

Generates brand-aligned copy, documentation, and content strategy. Calibrated for technical B2B and enterprise audiences.

OUTPUT

Brand Copy, Technical Documentation, SEO Strategy

05

QA_AGENT

Runs automated testing, accessibility audits, and performance benchmarking. Ensures every output meets production-grade standards.

OUTPUT

Test Suites, A11y Reports, Performance Metrics

06

CONDUCTOR // J.CAINES

The human orchestrator. 30 years of engineering intuition directs every agent, makes every strategic decision, and owns every outcome.

OUTPUT

Strategic Direction, Quality Assurance, Client Partnership

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CASE_ARCHIVE // 003

THE LEGACY LEDGER

Three decades of engineering and commercial results. Real deals, real platforms — each combining deep human strategy with AI-accelerated execution.

SALES & PARTNER // DIGITAL AUDIENCE SOLUTIONS

Credit Calculations & Proxy Decisioning

CHANNELS & ALLIANCES
HUMAN_STRATEGY96%
AGENT_EXECUTION89%

STRATEGIC INSIGHT

Led the Sales & Partner, Digital Audience Solutions, and Channels & Alliances function to close a $6.25M deal supplying credit calculation engines and proxy decisioning for a leading financial comparison website.

AGENT OUTPUT

Architected the credit calculation pipeline and proxy decisioning layer. Integrated real-time affordability scoring, risk-based pricing, and eligibility proxying across the comparison platform's full product catalogue.

PUBLIC SECTOR // NATIONAL HIGHWAYS

Traffic England

GOV
HUMAN_STRATEGY92%
AGENT_EXECUTION94%

STRATEGIC INSIGHT

Delivered a dedicated traffic information service operated by National Highways — providing live updates, congestion reports, and road closures for motorways and major A-roads across England.

AGENT OUTPUT

Built real-time data ingestion from roadside sensors and incident management systems. Live congestion reporting, automated road-closure alerts, and journey-time estimation across the strategic road network.

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INTERFACE // 004

DIRECT INTERFACE

No forms-within-forms. No layers. State your objective and the system responds.