Work

Platform, deployments, and project work

Platform

Armature

A scalable, learning agentic platform for enterprise digital transformation. Base layer structures operations; proprietary agents and A2A coordination run on top. Built for platform deployment, not one-off automation.

Platform product · 2026 — ongoing
Since 2026

AVIS

Agent command cockpit: one operator seat supervising a fleet of AI agents — live oversight, ticketed dispatch into isolated workspaces, and agent-to-agent coordination across machines. Internal tooling.

Internal Project 02 — runs Tirmenal's own engineering

operatorAVISlive oversightticketed dispatchworkspaceagentworkspaceagentworkspaceagenta2aacross machines

Deployments on Armature

Recruiting · rebuilt on Armature
Manhunt 3.0

The original Manhunt, rebuilt as an Armature vertical: role intake from a job description, generated tiered search filters, resume matching, and sourcing runs on the platform's long-running session engine. 19,742 records carried over from the desktop app.

Rolling out — same users, third generation

Law firm · Canada
JAMOL

A multi-branch law firm moving document workflows, client accounts and admin onto one system. Agents draft and route the work; every consequential step waits for staff approval, with a record of who approved what.

In deployment

Beauty clinic · Canada
Velora

Multi-branch. Document workflows, supplier & customer management, admin.

In deployment

Hedge fund · China
Simon James

Quant strategy, proprietary agent training, trading systems.

In deployment

WHAT YOU SEND ITTHE ASSISTANTWHAT YOU GET BACKA linkweb · blog · 公众号EmailCalendarPrismon the Armature coreReadsand keeps itLibraryall searchableEvery change waits for your approvalDaily briefNotesReading goalsAnswersOne installer. English or 中文, switched at runtime — the library stays on the machine.
The Challenge

Personal admin never lives in one place: the article you meant to read, the bill due next week, the thread still waiting on you. Nothing talks to anything else, so remembering becomes the work.

The Solution

One assistant that reads whatever you send it — a web page, a blog post, a 公众号 article — keeps it searchable for good, and watches the inbox and calendar beside it. Ask what to read next, or what needs you this week, and it answers from everything it has kept.

Built on the same Armature core as the client deployments. One installer runs in English or Chinese, and nothing is saved or changed without the owner's approval.

Capabilities
EN / 中文one installer, switched at runtime
Local-firstthe library stays on your machine
Approval-gatednothing changes on its own

Custom builds

MANUAL PROCESS~5 candidates/min/personClient RolesAgentBrowseReviewContactSourcerWITH AUTOMATION100+ candidates/min/personassuming 5 instancesClient RolesWeb AutoAI EvaluationResultsReviewOptionalContactDatabaseSourcer
The Challenge

Recruiters spent hours scrolling LinkedIn, copying profiles, and formatting submissions. Manual processes couldn't scale.

The Solution

End-to-end automation from discovery to delivery. Manhunt handles candidate summaries, revision, record tracking, and company-specific formatting — while client relationships stay human.

Results
$50K+/moclient revenue
<2 monthsto breakeven
100+candidates/min
70%fully automated
HRISOnboardingOrg ChartsTime OffDocumentsTime TrackingPermissionsAnalyticsWorkflowsDevelopPerformanceFeedbackPayrollGlobalComplianceINTEGRATIONSPayroll APITaxLegal1000+ ProjectedSCOPE13modulescore HR functions3pillarsHRIS + Develop + Payroll3integrationspayroll, tax, complianceIN DEVELOPMENT
The Challenge

Growing companies hit a wall when employee data lives across 10 different tools. HR teams drown in spreadsheets while compliance risks multiply.

The Solution

A unified platform handling onboarding, time tracking, benefits, and compliance in one system. Built for scale with role-based access and audit trails.

Scope
500+users at launch
12+HR modules
10+countries
ZEN Runtime Architecture Diagram
The Challenge

Juggling multiple client projects, open threads, pending deadlines, meetings, and research across scattered tools. As the workload scaled, manual tracking became the bottleneck.

The Solution

A modular AI assistant handling code generation, web research, data analysis, and task automation. Built with persistent memory, voice control, and a dual local/cloud architecture for sensitive work. Delivered as GUI, CLI, and API.

Built from first principles in 2024. The ecosystem caught up a year later.

Capabilities
200%+productivity gain
50+tool integrations

Earlier work

2025Web Quiz GamesInteractive learning for MSFT-affiliated education firm
2025AI Companion IntegrationLLM fine-tuning, RAG memory, and voice pipeline for hardware device
2022IPO Analytics ToolIPO screening tool for confidential Chinese HF

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