We build autonomous AI agent systems and AI-first software products — where intelligence is the foundation, not a feature added later.
Multi-agent pipelines built on Claude that handle sales outreach, operations workflows, customer support, and internal processes — 24/7, without human input. Not chatbots. Not automations. AI that thinks and acts.
Web apps, SaaS platforms, and custom software built with AI at the core — not bolted on after launch. Every design decision starts with "what should AI handle here?" The result is software that gets smarter as it's used.
Whether you need an autonomous agent system or an AI-first software product, the approach is the same — AI at the center from day one, not retrofitted later.
Autonomous outbound pipeline that researches prospects, writes personalised outreach, books meetings, and syncs every activity to your CRM — running continuously without SDR overhead.
Workflow automation that eliminates manual coordination — approvals, document processing, internal reporting, knowledge retrieval, and cross-tool data sync. Fully autonomous, inside your stack.
Intelligent support agent that handles inbound queries, resolves common issues autonomously, escalates when needed, and logs every interaction — reducing ticket volume without sacrificing quality.
Production-grade architectures where multiple AI agents coordinate autonomously — each with defined roles, persistent memory, and tool access. Built for real users, real data, real scale.
SaaS products designed from the ground up with AI at the core — not a ChatGPT button added to a traditional app. Intelligent workflows, AI-powered features, and systems that learn from usage. Built on React, Next.js, and Node.
Custom internal platforms — dashboards, admin tools, ops software — built with AI embedded into every workflow. Document Q&A, smart search, automated reporting, and AI decision support. No more manual data work.
Industry-specific platforms built around a core AI capability — recruitment matching platforms, healthcare scheduling systems, logistics route optimization, real estate lead scoring. End-to-end from design to deployment.
Already have a product? We build the AI layer — adding Claude-powered features, intelligent automation, and agent capabilities to your existing codebase without a rewrite. Proper architecture, not quick hacks.
"Most software companies add AI.
We start with AI and build everything else around it."
The difference between AI-enhanced and AI-first isn't a feature. It's a design philosophy. When AI is the foundation, every workflow is faster, every system is more capable, and the software compounds in value over time.
Software is built around manual workflows, then an AI feature is bolted on. The AI is limited by the architecture it was never part of.
Every workflow is designed around what AI should handle. The software is built to support that — resulting in deeper automation and systems that improve with use.
AI-first systems accumulate intelligence over time. The more they're used, the better they get. Traditional software doesn't do that.
The gap between an AI demo and a system that creates real business value — is architecture, scope discipline, and what happens after launch.
Every engagement is scoped to a business outcome — hours saved, pipeline generated, tickets deflected. We measure success in results, not features shipped.
After the discovery call you receive a fixed-scope proposal with a defined deliverable, timeline, and price. No hourly billing. No scope creep. No surprises.
We ship in weeks, not quarters. AI-first development using Claude agents in our own workflow compresses timelines without cutting corners on quality.
Whether it's an agent system or a SaaS product, every architecture is designed around Claude's capabilities — not adapted to fit them afterward.
AI-first systems get better with data. Our retainer clients see the biggest performance and capability gains at 30, 60, and 90 days — long after the initial build.
We work alongside your existing stack and your existing team. No rip-and-replace. No learning curve on tools you already use. We fit in, not over.
A clear, accountable process with weekly demos and natural check-in points — same flow whether we're building an agent system or a full product.
A free 30-minute session. We map the workflow you want to automate, or the product you want to build. We identify what AI should own, what the integrations are, and what success looks like. Free, no obligation.
Within 5 business days: a fixed-scope proposal with the architecture, deliverables, timeline, and a single fixed price. No billing by the hour. You decide with no follow-up pressure.
We design the AI layer first — agent roles, memory, tool access, data flows, and integration points. For software builds, we define the AI-first architecture before any UI or backend work begins. You approve before we build.
We build with weekly progress demos on real data. Staging environment access throughout. You see the system working before it goes live — not for the first time at handover.
The system goes live with a 2-week hypercare window — prompt tuning, edge case handling, and performance monitoring. Optional monthly retainer for ongoing evolution as your product and team grow.
We focus on industries where manual work, fragmented systems, and operational complexity make AI-first builds harder — and more valuable.
AI-powered features, automated lead qualification, churn prediction, and intelligent onboarding. We build the engine that helps software products scale faster.
Autonomous CV screening, candidate scoring, personalised outreach, and interview scheduling. Staffing agencies and HR teams that deploy our agents stop competing on headcount.
AI scheduling, patient intake automation, and clinical workflow management. Built with privacy and compliance requirements in mind from day one — not retrofitted.
Lead scoring, automated follow-up, property matching agents, and tenant communication systems. High-volume, relationship-driven — exactly where AI-first builds create the most leverage.
Automated dispatching, route optimisation, vendor communication, and operational reporting. Manual coordination is the enemy of scale — we eliminate it.
AI guest experience agents, order management, support automation, and review management. High volume, predictable workflows, strong ROI signals — an ideal environment for agentic AI.
Document processing, client onboarding automation, internal knowledge systems, and reporting for law firms, agencies, and consultancies. Document-heavy, time-sensitive, high-margin.
AI-powered compliance checks, fraud signal analysis, customer onboarding agents, and reporting automation. Built with auditability and data handling requirements as first-class constraints.
First deployments are live across both agent systems and AI-first software builds. Full case studies with metrics and architecture diagrams publishing soon.
8-agent Claude system — Prospector, Researcher, Copywriter, CRM Agent, Scheduler, Analyst — replacing a full-time SDR. 50 emails/day, 0.7 confidence threshold, 3-tier memory. Zero human input after setup.
7-agent system automating dispatching, load sourcing, rate negotiation, driver communication, and back-office ops. $240K/year saved per 10-truck carrier. $1.65B TAM.
Claude-based agent ingesting CVs, scoring candidates, drafting personalised outreach, and scheduling interviews — without recruiter input at any stage.
Full SaaS product with Claude-powered mentor matching, session summarisation, goal tracking, and progress analysis built into the core architecture.
Every engagement starts with a free 30-minute call. We'll understand your problem, tell you honestly whether an agent system or an AI-first build is the right approach, and outline what it would involve. No obligation.
We've turned down projects we weren't confident we could deliver excellently. If we're not the right fit, we'll tell you on the call and point you toward who is.