Pierre Rmayle

AI agents and web platforms for businesses

Hand off the busywork. Keep the final say.

AI agents that answer customers, take bookings, check listings and publish in Arabic and English. Built by a solution architect who has shipped stores, marketplaces and content platforms, and trains company teams on Claude. You set the limits. The agent asks you before anything big.

Agent activitySample data
Tasks done this month4,812
Handled today312
Waiting for you1
Stopped by your rules7
  • Your rulesStopped a duplicate refund on order 1042now
  • Marketplace agentChecked a new lighting studio and listed it2m
  • Waiting for youRefund of $640.00 is over your $500 limit4m
  • Store agentRefunded $48.00 on order 10426m
Work shipped for
Spinneys LebanonAspire SoftwareThe Design RegistryOrthodox PlatformBorn InteractiveClaude training for large companiesVoice and video agents

Pick what you need

Six ways to work together

Start here

Agent Audit

Find the work an agent can take over safely, and leave with a build plan.

  • Workflow and risk map
  • List of agent-ready tasks
  • Fixed build estimate
1 week
Configurable

Business Agent

Takes the repeat work off your team: customer questions, bookings, listings and orders. You approve anything big.

  • Five business setups ready
  • Your approval rules
  • Log of every action
about 3 weeksConfigure

Web Platform

Online stores, marketplaces and content sites that load fast on phones and work in Arabic and English.

  • Payments and bookings built in
  • Arabic and English, right-to-left
  • Like The Design Registry and Orthodox Platform
Timeline after the audit
For teams

Claude Training

Hands-on Claude sessions for your team, from everyday use to building agents.

  • Shaped to your team's work
  • Claude, Claude Code and agents
  • Already run for large companies
Length set on the call
Architecture

Legacy to Web

Move a legacy product to a modern web app, with the architecture and the team plan to get there.

  • Solution architecture
  • Phased move, business keeps running
  • Led a team through one already
Scope after the audit

Full-time AI Engineer

Join your team as an AI product engineer and solution architect who covers platforms and AI agents.

  • Platforms, payments and AI agents
  • Has led a team and trained others
  • Based in Beirut, Lebanon
Full-time roleSee the CV

Agent builder

Pick your business and watch the agents work

How your agents work together

RequestWebsite chatSomeone writes in
AgentFront desk agentReads the message and finds the order
AgentReturns agentChecks the order and proposes a refund
AgentPayments agentRetries the card and sends a pay link
AgentOrders agentFinds the parcel and gives a date
YouYou approve refunds over $100Everything else runs on its own
ActionWorks in your storeOnly the actions you allow, never twice
RecordActivity logEvery step saved with who approved it
  1. Press “Run a sample request” to watch one go through.
What kind of business?
What should it handle?pick one or more
Where people reach you
Languages it speakspick one or more
When should it ask you?

Store Agent

  • Handles refunds and failed payments from your website chat
  • Speaks English and Arabic
  • You approve refunds over $100
  • Works in your store and logs every step with who approved it
about 3½ weeksEstimate. Final scope after the audit.

What it gives back

Staff time per request today
Hours back each month43about 5.3 working days

Assumes the agent handles 80% of requests on its own. The audit gives your real number.

Track record

Live platforms, working agents, trained teams

4+years shipping for clients
5industries, from retail to sacred art
4payment providers live in production
AR + ENsites and agents, right-to-left included
Aspire Software · 2025 to now

AI features and payments for a software company

Claude-powered features and Adyen payments, connected to the sales team's Salesforce.

AI featuresPaymentsCRM
Spinneys Lebanon · via Born Interactive

Online grocery store and apps

The online store, secure card payments and the data behind the mobile apps for Spinneys in Lebanon.

RetailPaymentsMobile apps
Multi-brand platform · Born Interactive

Payments that always add up

Orders, payments and customer records kept in step with sales and finance tools, for a platform serving many brands.

PaymentsFinanceCRM
Claude training · large companies

Teams trained on Claude

Trained teams at large companies to use Claude in their daily work.

ClaudeTrainingEnterprise
Team lead · legacy to web

A legacy product, rebuilt for the web

Led the team that took a legacy product and rebuilt it as a new web-based product.

Team leadArchitectureWeb app
Agent team · voice and video

Agents that talk in voice and video

Part of the team that built AI agents that hold conversations with people through audio and video.

VoiceVideoAI agents

How it works

From first call to a live agent

  1. Step 1 · Day 1A 20-minute call

    You describe the work and the tools you use today.

    You get: a straight answer on whether an agent is the right fit.

  2. Step 2 · Week 1Agent Audit

    I map the workflow, the edge cases, the risks and the limits you want.

    You get: a build plan with a fixed estimate.

  3. Step 3 · Weeks 2–4Build in a test account

    Weekly demos on test data shaped like yours, with your limits in place from day one.

    You get: a working agent you have already tried.

  4. Step 4 · Go liveLaunch and handover

    Go live with approvals and logging on, then hand over to your team.

    You get: docs, a dashboard of what the agent did, and a support window.

Questions customers ask

Before you let an agent act for your business

Is it safe to let an AI agent act for my business?

The agent can only take the actions you allow. Anything over your limits waits for you, nothing runs twice, and every step is logged with who approved it.

Which businesses do you work with?

Online stores, marketplaces, publishers and service teams so far: retail with Spinneys, software and payments with Aspire Software, design with The Design Registry and sacred art with Orthodox Platform. The audit confirms the fit before any build starts.

Can it work in Arabic?

Yes. Agents and sites can work in Arabic and English, right-to-left included. Orthodox Platform is Arabic first.

Do you work with our existing team?

Yes. I have led a team through moving a legacy product to the web. I can build the agent end to end, or pair with your engineers and hand it over with docs and tests.

Can you train our team on Claude?

Yes. I have run Claude trainings for teams at large companies. On the first call we set the topics and the length around the work your team does every day.

What does it cost?

Each build gets a fixed quote after the audit, so you pay for a defined scope. The discovery call is free.

Hiring for your team?

AI Product Engineer and solution architect

Four years shipping stores, platforms and payments, now building Claude features full time. Led a team from a legacy product to a new web product, has trained teams at large companies on Claude, and helped build agents that talk in voice and video.

  • NowAI Product Engineer, Aspire Software
  • BeforeWebsites and online stores at Born Interactive
  • BuiltThe Design Registry, Orthodox Platform, Spinneys online store
  • LedThe team moving a legacy product to the web
  • TrainedTeams at large companies on Claude
  • ArchitectureSolution architect across platforms, payments and agents
  • AIClaude, voice and video agents

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