Service - AI Development
Production code that is secure, fast, and watertight.
30+ AI products shipped across 8 verticals.
Skills Engineering · Solution Architecture · AI UX · Agentic Systems · Open-Weight Fine-Tuning
The problem
The gap between a ChatGPT wrapper and a production-grade AI application is architecture, security, evaluation, and engineering discipline.
TRACK RECORD
2x AI & Innovation Award Winner. 30+ AI products shipped. Fractional CTO for venture-backed startups.
VERTICALS
Enterprise banking, government food security, cross-border legal, insurance, sales intelligence, EdTech.
DELIVERY
Fixed scope. Fixed price. PRD to production in weeks, not months. Auth, evals, monitoring, and governance ship with every build.
DEPTH
Skills Engineering, open-weight fine-tuning, MCP, agentic orchestration, RAG, and enterprise AI-UX. Full stack, not just wrappers.
What we do differently
Our specialty. We build reusable, production-grade AI skills that turn general-purpose models into dependable operators inside your business. Not prompt templates - executable, versioned, testable skills deployed at the infrastructure level.
We architect the full system before writing code. Model selection, agent orchestration, data pipelines, security boundaries, cost modeling, and deployment topology. Every decision is documented in the PRD and priced before build starts.
AI that people actually use. We design the interaction layer - command centers, dashboards, conversational interfaces - so the AI surface feels native to the workflow, not bolted on. Enterprise-grade UX across every build.
When cost, control, or compliance demands it, we fine-tune open-weight models on your data with HITL evaluation. Hosted in your environment. Your model, your rules. Not everyone can do this. We can.
Multi-agent orchestration, tool-use, function calling, Model Context Protocol, memory, guardrails, and long-running autonomy. We build agents that make decisions, take actions, and stay within bounds.
Auth, PII controls, hallucination guardrails, eval harnesses, monitoring, and governance. Our code ships tight - not fast and broken. Risk reviews and compliance baked in from day one.
Engagement model
Fast. Secure. Watertight. Every phase has a fixed deliverable and a fixed timeline.
PHASE 01
3 working days
Problem statement, solution architecture, model recommendations, build vs buy analysis, cost estimate, and a fixed-price build quote.
PHASE 02
10 working days
Clickable front-end prototype with full user journey, interaction design, and simulated AI moments. Stakeholder walkthrough and user testing included. You validate before we commit to build.
PHASE 03
30 working days
Fully working application with real model calls, real backend, real UI. Auth, core integrations, evals, and monitoring included. Your product is live and usable.
PHASE 04
100 working days
Enterprise-grade scale on top of the working MVP. Advanced agentic orchestration, multi-tenant architecture, full integration suite, observability, governance, and 30-day post-launch support. Fixed scope. Fixed price.
Average timelines indicated. Timeline varies based on complexity.
Technical depth
Frontier closed models for reasoning and agentic workloads. Open-weight fine-tuning with RLHF and HITL evaluation where cost, compliance, or control demands it.
Production-grade AI skills built on Claude via our proprietary SkillsOS. Reusable, versioned, testable - not prompts duct-taped to an API.
Multi-agent orchestration via MCP, tool-use, function calling, memory, guardrails, and long-running autonomy. Powered by TuneAI.
RAG pipelines, vector databases, chunking strategies, context engineering, hallucination controls, and grounding.
Full-stack web and mobile with enterprise AI-UX. Command centers, dashboards, conversational interfaces.
Eval harnesses, monitoring, telemetry, prompt and model versioning, token budgets, and rollout playbooks.
Shipped work
We've built production AI for enterprise banking, government food security, cross-border legal, insurance, sales intelligence, and EdTech. Every build ships with auth, evals, monitoring, and governance baked in from day one. Every build runs in production with real users.
We move fast because we've done this before. We build secure because we know what breaks. We architect deep because we understand the models, the protocols, and the infrastructure underneath.
See our work →Client review
★★★★★
"Jonathan doesn't just talk about AI - he builds and ships it. I've seen firsthand how he and the BrandRev team approach AI workflow transformation and application development with a level of clarity most consultants lack. They focus on collapsing complexity, not adding it. If you need a team who can take an AI concept from strategy through to a working production application - and do it fast - Jon and BrandRev are who you talk to. Practical, no fluff, real results."
Culture & Tourism Ambassador, Nansha District Government
Contact
Tell us what you're building. We'll tell you what it takes - timeline, cost, and team.