What we build for you

Web development

Custom web applications and full-stack platforms, engineered for production — not assembled from templates.

• Custom web apps & admin dashboards
• Full-stack (front-end + API + database)
• Auth, RBAC & audit trails
• Cloud deploy on Cloudflare / GCP

• Next.js
• React
• TypeScript
• Python (FastAPI)
• Django
• PostgreSQL
• Tailwind

iOS & mobile development

Native iOS and cross-platform mobile apps, from concept to the App Store.

• Native iOS apps
• Cross-platform mobile
• Secure auth & data sync
• API integration

• Swift / iOS
• React Native
• REST APIs

AI & vibecoding development

AI-driven product features and AI-assisted (vibecoding) delivery — LLMs put to real, safe work. (Agentic operations are their own offering below.)

• LLM integration & AI features (Claude)
• AI-assisted delivery (vibecoding)
• Document & data intelligence (RAG)
• Human-in-the-loop safety rails

• Claude / LLMs
• MCP
• pgvector / RAG
• Python

AI agents for operations

Turning a defined manual operation into a supervised, multi-step AI-agent workflow that uses your own tools and data, with a human in the loop.

• Workflow discovery & agent scoping
• Agent design & multi-step orchestration
• Tool & API integration into your systems
• RAG knowledge grounding on your own data
• Human-in-the-loop approval gates & guardrails
• Evaluation, logging & agent monitoring

• Claude / LLMs
• LangGraph
• CrewAI
• MCP
• pgvector / RAG
• LangSmith

AI support & conversation agents

Turning your support and enquiry handling into a conversation an agent can hold — grounded in your own answers, on your own channels, with a clear handover to a person.

• Channel integration (web chat, WhatsApp, email, in-app)
• Grounding on your real answers, docs & past tickets
• Handover rules & escalation to a human
• Tone, scope & refusal design
• Conversation logging, review & continuous correction
• Deflection reporting & gap analysis

• Claude / LLMs
• RAG / pgvector
• MCP
• WhatsApp Business API
• Twilio
• LangSmith

AI readiness & process discovery

A short, paid discovery that maps your operation and tells you honestly which work is worth giving to an agent, which is not, and in what order.

• Operation mapping & work inventory
• Automatability & risk scoring per workflow
• Data & systems readiness check
• A sequenced plan with a recommended first workflow
• Cost, effort & failure-mode assessment
• A written report your team keeps, whoever builds it

• Workshops
• Process mapping
• Data & API audit
• Written report

Teaching your operation to an agent

Capturing what your experienced people know — procedures, judgement calls, exceptions — into grounded, versioned knowledge an agent can actually work from.

• Knowledge capture from people, documents & past work
• Turning tacit judgement into written, testable rules
• Structuring & chunking for retrieval (RAG)
• Evaluation sets that prove the agent answers correctly
• Versioning, ownership & review cadence
• Handover so your team can keep it current

• Claude / LLMs
• RAG / pgvector
• Evaluation harnesses
• Git-versioned knowledge

MVP & dedicated teams

Flexible engagement — ship an MVP fast, or embed a dedicated team.

• MVP & prototype builds
• Dedicated development teams
• Staff augmentation
• Fractional technical leadership

Automation software

Software that removes manual, repetitive work — pipelines, integrations, and back-office automation.

• Workflow & process automation
• System & API integrations
• Scheduled jobs & orchestration
• Back-office tooling

• Python
• Celery / queues
• REST / webhooks
• Cloud schedulers

IoT software

Connected-device software — from device data ingestion to dashboards and control.

• Device data ingestion & telemetry
• Real-time dashboards
• Device management & control
• Secure connectivity