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Make people & AI agents execution-ready, with Simulations.
Simulate real work. Validate whether people & AI agents are execution-ready, and improve capability with every iteration - scaling readiness org-wide, twice as fast.
2x faster
training for people & AI agents
7-10 days
new product, policy, process simulations
100%
tailored to company context & workflows
Trusted by
Clients
Users
Recognition & Affiliations
Featured by Inc42 for being in the 2nd cohort of the IndiaAI Startups Programme with HEC Paris & Station F.Read article
Covered by Moneycontrol as a top 10 venture chosen for the IndiaAI Startups Global Acceleration Programme.Read article
Affiliated with the CII Centre of Excellence for Innovation, Entrepreneurship and Startups
Won as a High Potential Innovation by Aegis Graham Bell Awards for AI in Workforce & Execution-ReadinessLearn more
How it works
Enterprise knowledge becomes executable work.
Drop in a job description and your SOPs, and InLustro builds a working digital twin of the role - then puts people and AI agents through it under real operational pressure, before either one ever touches production.
- 1
Digital twin of work
Your job description and SOPs become a structured simulation environment - the real workflow, the real policies, the real escalation rules.
- 2
Synthetic enterprise cases
The simulation runs on synthetic data - full realism, zero risk.
- 3
Run the work
People and AI agents perform the actual job - under pressure, under deadlines, under conflicting priorities.
- 4
Ready to deploy?
Evidence accumulates first - decisions, replays, policy checks - and a readiness score follows, earned.
Sample simulations
Illustrative examples built the same way real deployments are - from job descriptions and SOPs. In production, every simulation mirrors your actual systems, not a fictional company.
Backend Engineer - API Deliverable
Implement GET /orders/{userId} with pagination, security, and a minimal OpenAPI snippet.
Model Risk Analyst - Hiring AI Bias Audit
Review model fairness metrics, identify sources of bias, and produce a risk assessment with clear deployment conditions.
Relationship Manager - Consultative Cross-Sell
Understand a customer's real financial goals, recommend suitable products under a consultative-selling framework, and stay compliant with suitability requirements.
Campaign Owner - Launch Marketing Campaign
Create a 1-page campaign outline: big idea, hero caption, channel plan — in 15 minutes.
Financial Analyst - Rapid Risk Analysis
Analyze loan data to identify riskiest borrower segments and write a 1-page executive memo.
UI Engineer - Defend Design Decisions
Defend technical choices to stakeholders focusing on brand, timelines, and accessibility compliance.
Data Protection Officer - Breach Response
Assess the breach for regulatory notifiability, draft the regulator notification, and produce a customer communication plan within the statutory window.
Compliance Officer - AI System Risk Classification
Assess a proposed AI system against risk classification criteria, identify required safeguards, and produce a go/no-go recommendation memo.
Sales Agent - Customer Renewal
Renew a subscription with a skeptical store owner while persuading operations to adopt the product.
Claims Ops Lead - AI Agent Override Decision
Review an AI agent's claim decision, catch a misread policy clause, and decide whether to approve, override, or escalate.
People Manager - High Capability, Low Willingness
Navigate a difficult performance conversation with a capable but disengaged direct report, diagnose the real cause, and agree on a concrete path forward.
People Manager — Coaching a New Hire's First Escalation
Run a short post-incident coaching conversation that builds the new hire's judgment for next time, without undermining their confidence.
Site Operator - Crane Lift Safety Protocol
Navigate a real-time lift briefing, monitor live gauges, and decide whether to continue, pause, or abort the lift.
Clinical Documentation Specialist - Discharge Summary
Review a patient's chart and produce an accurate, compliant discharge summary within a strict turnaround window.
Charge Nurse - Ward Escalation Under Load
Triage competing urgent requests, escalate the deteriorating patient correctly, and communicate clearly with on-call physicians and family members.
Plant Operator - Emergency Shutdown Decision
Read live plant telemetry, apply lockout-tagout and emergency shutdown protocol, and coordinate with the shift supervisor under time pressure.
Insurance Agent - Policy Servicing
Calm a distressed policyholder with a motor insurance claim query, interpret policy terms, and guide them through eligibility and next steps.
Live demo
See a job simulation in action
Share your role and company context - we’ll walk you through a live simulation flow and the analytics behind it.
Outcomes & metrics your team can track
Plug InLustro into your existing systems & stack to get measurable improvement on the metrics that matter most.
time-to-independence
People and AI agents reach full execution capability in days, validated against the real job.
workforce
Employees work alongside AI agents with confidence, making the hand-off, override, and judgment calls that turn AI adoption into real digital transformation.
safer AI-agent verification
Employees are measurably better at catching and correcting AI agent mistakes before they become incidents.
Built for high-velocity teams across IT, Banking, Financial Services, Core Engineering, and Operations
From onboarding to workforce development, InLustro adapts to the workflows and risks that matter in your business.
Banking & Financial Services
Compliance-heavy decision simulations for relationship managers and branch teams.
IT & Technology
Technical onboarding and internal-tool readiness for engineering and support roles.
Core Engineering
Judgment-heavy technical scenarios for design, build, and delivery teams.
Industrial Operations
Safety-critical execution readiness for field and plant environments.
Energy & Utilities
Operational and safety simulations for energy and utilities workflows.
Business Services
Deliverable-based readiness for reports, SOPs, and client-facing work.
From the founders
Why we built InLustro
Hear directly from our founders on the problem we're solving, how our platform works, and why execution validation & readiness is the missing layer in enterprises.
- The gap between training completion and actual execution readiness
- How job simulations validate real execution for people and AI agents
- What enterprise clients see in the first 30 days
Deploy a pilot within 2 days.