Commerce 360
Conversational and omnichannel commerce — storefront, chat, voice ordering, an order desk and agent-ready APIs for buyers’ AI.
- 3,350+ automated Java tests
- MCP + UCP endpoints
- BYO-LLM gateway
Product studio · AI engineering consultancy
Enterprise platforms, built at AI speed. Proven on every change.
We design, build and run platforms for commerce, logistics, financial services, insurance and health. Senior engineers direct AI virtual engineers, and a regression harness checks every commit.
- $ bridge run reorder --autonomy=approve
- plan 4 steps · budget $5,000
- call inventory.check(sku=OM-1L)
- call pricing.quote(qty=40)
- policy within spend limit
- approval waiting on buyer…
- eval 0.97 · regression gate passed
- ledger v3 sealed 10:42:07Z
From strategy to a platform that runs. One senior team, end to end.
Our services
Product strategy
Frame the outcome, the constraints and what done means, then a roadmap your board can fund.
Platform engineering
License a tested platform and launch on your brand, or have our AI engineering team build a custom one.
AI agents & automation
Agents and workflows that run on their own, inside the limits you set, with an audit trail regulators accept.
Run & scale
Operate, monitor and extend after launch, with the harness guarding every release.
Platforms that run the business, end to end.
All platformsGangway
Bring new business customers aboard in days, not weeks: AI agents collect and verify their documents, explain the contract in plain language, and keep every version on a tamper-evident record both sides can check.
Explore GangwayInsightPro
Ask your data in plain language. Natural-language analytics, dashboards and voice-of-customer in one workspace.
Explore InsightProOne AI stack, governed end to end.
Explore the stackRetrieval, generative AI, statistical machine learning and agent workflows, run by one orchestrator that acts on its own inside the limits you set, and proves every step.
Orchestration
Plans the work, calls tools and agents, waits on people, retries and finishes.Workflows
Ready-made agent workflows, configured for each client: onboarding, invoices, claims, enrollment, order exceptions.Intelligence
Generative AI and statistical machine learning, side by side.Knowledge & data
The right data to the right agent, safely: search with citations, documents, ERP and EDI.Trust & control
Identity, guardrails, evaluation, cost, audit evidence and a tamper-evident record.
Autonomy you control
- AssistAgents suggest; your people act.
- ApproveAgents act after a person approves.
- AutonomousAgents act within limits you set, with every step logged and evaluated.
Deep in the industries where the paperwork is heaviest.
All industries
Banking & Financial Services
Commercial onboarding, lending operations and covenant monitoring, without weeks of document chasing.
Insurance
Broker and MGA onboarding, delegated-authority reporting and commercial claims intake.
Healthcare & Health Plans
Employer groups, brokers and providers onboarded with fewer rejected files and cleaner data.
Life Sciences & Pharmaceuticals
Traceable supply chains, faster partner qualification and document-heavy quality work, with evidence.
Manufacturing
From supplier onboarding to finished goods: purchasing, inventory and demand you can plan around.
Wholesale Distribution
Every order channel, dealer onboarding and a warehouse that keeps up, on one set of platforms.
Retail & Consumer Goods
Stores, online and the back office on platforms built to work together.
Energy & Commodities
Counterparty onboarding, contract and shipping documents, and forecasts for volatile markets.
Transportation & Logistics
Branded tracking, returns and multi-client warehousing for carriers, 3PLs and shippers.
Technology & SaaS
Multi-tenant provisioning, billing and safe releases, so you build your product instead of plumbing.
The model is the engine. The harness is the engineering.
How we buildFrame
Founder and client agree the outcome, the constraints and what “done” means.
Specify
Requirements become machine-readable specs and acceptance tests.
Build
AI virtual engineers work in parallel lanes, reviewed by a senior engineer.
Prove
Regression harness, security scans and performance checks gate each change.
Ship & run
Deploy to your cloud with monitoring, then keep improving it.
[Founder portrait]
“I started NeoMonarch to prove that one experienced engineer, directing AI with real discipline, can build what used to take a department, and show the receipts.”
From the build log
All 17 articles
AI SDLC · 8 min read
What an AI SDLC actually looks like, stage by stage
Adding a coding assistant to an old process is not an AI SDLC. Here is the lifecycle we run instead: five stages, the human gates between them, and the artefacts that carry work across.
Harness engineering · 9 min read
Harness engineering, the discipline that makes AI code shippable
The model is the engine. Context, tools, guardrails, checks and the evidence loop around them decide whether it gets you anywhere. Here is how we build each one.
Agentic AI · 11 min read
Orchestrating agents in production
Supervisors, planners and graphs decide who does what. Durable execution, idempotent retries, compensation and well-designed human waits decide whether it survives its first week.
Start a build
Have something to build?
Tell us what you’re working on. You’ll hear back from the founder directly, not a sales team.