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About AI Engine Stack

Built by practitioners.
Grounded in your operation.

We are an RPA and AI automation consultancy. Our founders and team bring hands-on experience to RPA consulting, implementation and enterprise automation operations. We focus on the decisions that matter: what to automate, how to build it and how to keep it operating.

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Why we built AI Engine Stack

Understand the work.
Stay accountable to it.

AI Engine Stack is the trading name of AIEngine Stack Private Limited. We bring discovery, architecture, implementation, governance and production support into one delivery approach.

Our founders' and team members' previous roles have involved assessing opportunities, contributing to enterprise rollouts and working with automation in production. Those experiences shape how we plan for exceptions, system changes and the people who depend on an automated workflow.

We evaluate success against the operational outcome agreed with you: capacity released, turnaround time, accuracy or service performance, measured against a baseline.

Prior delivery experience

Experience that informs
the next decision.

Concrete delivery experience provides context for the decisions we help you make.

These figures reflect work undertaken by members of our team in previous roles, before AI Engine Stack was founded.

8countries in one rollout

A perspective on scale

Team members contributed to an automation rollout spanning eight countries.

What this brings to your engagementAccount for local operating needs while building a consistent delivery approach.

140+production automations

A production mindset

Our team's prior delivery experience spans more than 140 production automations.

What this brings to your engagementConsider exceptions, monitoring and maintainability from the design stage.

160+opportunities assessed

Judgment before investment

Team members have assessed more than 160 automation opportunities in previous roles.

What this brings to your engagementWeigh business value, technical feasibility and operating effort before building.
From experience to practical value

From the first decision
to production.

These are the contributions we structure our engagements around, with deliverables agreed to fit your scope.

Make the investment decision clearer

Map the process, validate the baseline and compare potential value with implementation and operating cost.

What you receive

A prioritized opportunity assessment with assumptions and a go / no-go recommendation.

Explore this approach

Turn process knowledge into a buildable design

Connect business rules, system constraints and exception paths with the right combination of APIs, workflows, RPA and AI.

What you receive

A solution blueprint with human checkpoints, controls and acceptance criteria.

Explore this approach

Give production a clear owner

Plan deployment, monitoring, incident response and improvement alongside the implementation.

What you receive

An operating runbook, escalation paths and support scope agreed for the engagement.

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The processes behind the experience

Operating context, across industries.

Our team's prior process experience includes the following areas.

Healthcare revenue cycle

Prior authorizations, referrals, denials and underpaid claims. Experience with processes that connect documents, business rules, systems and human review.

Explore healthcare automation

Finance & back-office operations

Procure-to-pay (P2P), order-to-cash (O2C) and record-to-report (R2R). Process context for transaction flows, reconciliation, approvals and exceptions.

Explore finance automation

Supply chain

Prior experience in supply chain environments informs how we consider dependencies and handoffs across systems and teams.

Manufacturing finance operations

Invoice workflows, dispute analysis and chargebacks. Experience that informs how we approach supporting information, exceptions and review across finance and operations.

Working with us

A practical working
relationship.

A business case before a build

Assess value, feasibility and operating effort before recommending development through the Engine Stack Method.

Direct access to practitioners

Discuss the process and technical decisions with practitioners shaping your solution, with clear delivery responsibilities.

Support planned from the start

Define monitoring, exception handling, escalation and operating ownership during design. Explore our RPA managed support approach.

Bring us the process you want to improve.

Let's discuss the work, the obstacles and what a useful next step would look like.

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