Open for early enquiries & partners
OFFSHORE DEVELOPMENT × AI AGENT MANAGEMENT
Delegate AI instructions, output reviews and rework to an overseas team. Combine offshore development with AI-driven delivery to build products within an agreed budget, or engage us to manage your AI agents.
Agree deliverables, review cadence and spending limits first.
Offshore development × AI agents
OPERUN. / LATEST 3
Session safety is decided not at login but at how sessions end. This article separates the two timeouts (idle and absolute), ID renewal on privilege change, server-side invalidation, the JWT revocation problem, storage and cookie attributes, and operational revocation, grounded in the OWASP cheat sheets.
Answering a request to stop using or erase personal data is an operational design problem, not only a legal one. This article organizes the workflow, identity checks, eligibility judgment, deletion methods, alternative measures, notification, and records, grounded in the PPC's guidelines under Japan's APPI.
Rate limiting on the provider side is not just a rejection mechanism. This article organizes provider-side design from primary sources: units of limits, separating rate from concurrency, communicating through headers and reason codes, fairness, and the operations of increases and changes.
01 / THE PROBLEM
The next prompt. Another output review. Another correction. AI can move work forward while keeping you in a conversation all day. Our team takes on that coordination so your product can keep moving.
Break down goals into tasks and keep adjusting prompts.
Check code, test behaviour and ask for the next correction.
Monitor progress, failures and usage before deciding what runs next.
Market context: adoption and operating costs
22%
22%, compared with 40% at larger enterprises.
≈20%
Expenses, including token costs, limit AI usage.
McKinsey, The state of AI in 2026 (25 Aug 2026). 1,719 respondents in 97 countries; fielded 4 May–8 June 2026. Larger enterprises have annual revenues above US$1 billion. The 22% describes smaller organizations in this global survey, not Japanese SMEs as a whole. Read the source
IPA’s DX Trends 2026 findings report growing AI adoption, while use remains focused on efficiency and speed. Expansion into enterprise value creation remains limited.
Read the sourceSources checked: 31 Oct 2026
02 / OUR SERVICE
OPERUN. combines overseas development teams with our AI agents. Engage a team to deliver your product, or delegate the management of your AI agents. We handle everyday instructions and reviews while you focus on goals, priorities and key decisions.
An overseas team handles requirements, UI, implementation, testing and iteration. Use AI-driven development to start with a focused MVP or internal tool.
OFFSHORE × AI DEVELOPMENTWe break down tasks, refine instructions, track execution, review outputs and handle retries and exceptions.
AI AGENT MANAGEMENTReceive consolidated deliverables, issues and costs at an agreed cadence. Focus on priorities and important approvals with fewer instruction loops.
DELIVERY & BUDGET CONTROL03 / HOW IT WORKS
Tell us what you want to build and what matters most. The team designs tasks, directs AI, implements and reviews the work, then brings deliverables together for your decisions.
YOU
Agree priorities, requirements and acceptance criteria
OPERUN. TEAM
Break down tasks and manage instructions, progress and costs
DEVELOPERS + AI
An overseas team develops with AI and verifies quality
YOU + OPERUN.
Review at an agreed cadence and set the next priorities
Consolidate questions and reviews at agreed checkpoints. You approve scope changes, additional costs and production releases; the team handles daily AI instructions, monitoring and rework.
04 / BUILD & MANAGE
For new ventures, teams that need development capacity and people spending too much time directing AI. Start with the scope you need.
Define minimum features and priorities, then move through interface design, implementation, testing and release preparation.
Discuss this scope“Build an MVP for a new service within a limited budget.”
Example deliverables
Production releases and additional costs require approval.
05 / START LEAN
Break the product into manageable increments and define how the overseas team and AI contribute. Make human review, AI and external tool costs visible, then work within an agreed budget.
Start with a focused working product.
Tailored quote
Keep the team and AI moving together.
Tailored quote
Delegate everyday instructions and monitoring.
Tailored quote
Fees, delivery time and team structure are quoted for each scope. Setup, human work, AI usage and external services are identified separately. Scope changes and additional work require prior approval.
DESIGNED FOR CONTROL
Agree acceptance criteria, review methods and reporting cadence. Approve production releases and scope changes.
Agree source control, tools, data handling and overseas access, then grant the permissions needed for the work.
Define scope and AI/tool usage limits. Confirm additional work or spending before proceeding.
06 / PARTNER WITH US
We welcome overseas partners in AI-driven development and AI agent operations. Share Japanese briefs through AI translation and structured specifications, then collaborate on implementation, reviews and operations.
Become an operating partnerApplications are open across regions. Partnerships and operating locations are confirmed after selection and agreement.
07 / FAQ
The team handles everyday instructions, output checks, corrections and progress tracking. You provide goals, priorities and important approvals. Questions are consolidated at an agreed review cadence.
Yes. Discuss a product delivery engagement or the management of AI agents. We agree the required work and acceptance criteria before starting.
New venture MVPs, web services, internal tools and changes to existing products. We review requirements and the existing environment before proposing a scope that fits the budget.
We first assess tool connectivity, permissions, information handling and costs, then agree responsibility for instructions, execution monitoring and output review. Development with our own AI agents is also available for consultation.
You can provide instructions and review work in Japanese. AI translation and structured tasks connect the overseas team without requiring a dedicated bridge engineer. Specialist terms and ambiguity are aligned before work begins.
Define a small initial scope and acceptance criteria, then separate work performed by AI from human review. Agree human, AI and tool costs and caps; additional work requires approval.
Agree source control, permissions, storage and overseas access in advance. We consider anonymization and limited access rather than assuming confidential data must be provided.
08 / LET’S MAKE IT RUN
An MVP. Improvements to an existing product. AI agent management. Tell us your goal, budget and the work that is taking too much of your time.
info@versaroc.co.jpEnquire by email
BUILD MORE.
MANAGE LESS.