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Product & project · Custom AI engine

One customisable AI engine for governance, investment, scaling and automation.

A modular AI engine that each organisation tailors to its own processes: governance, investment analysis, business scaling, hyperautomation and a document factory — with ethics built into every module.

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Status
In production & support · continuously refined
Funding secured
US$2.3M+
Team
73 dedicated experts, from a 139+ expert network
Modules
Governance · Investment · Scaling · Hyperautomation · Document factory · Ethics
Custom AI Engine — concept illustration
Results

Measured outcomes.

US$2.3M+
funding secured
73
dedicated experts, from a 139+ network
6
customisable modules
Live
in production
Architecture

Core design themes.

01

Governance

Decision support, accountability chains, oversight evidence and audit readiness for institutions and boards.

02

Investment

Structured analysis and evaluation of investment options, portfolios and business cases.

03

Business scaling

Models the operating, cost and capacity implications of scaling a product, service or programme.

04

Hyperautomation

End-to-end automation of repetitive processes, with humans approving the decisions that matter.

05

Document factory

Generation of reports, decisions, briefings and other official documents from approved data and templates.

06

Ethics by design

Fairness, explainability and human oversight built into every module, not added afterwards.

Customisation

What can be tailored.

Customisation workflow

From scoping to continuous improvement.

01

Discovery & scoping

Map the processes, decisions, data sources and regulatory constraints the engine must serve.

02

Module selection

Choose the modules — governance, investment, scaling, hyperautomation, document factory, ethics — and how they work together.

03

Data & integration

Connect existing systems with access controls, data governance and security by design.

04

Configuration

Set rules, templates, languages, thresholds and the points where a human approves.

05

Ethics & risk calibration

Risk classification, fairness and explainability checks and security testing before go-live.

06

Pilot

Run on one process or unit and measure results against agreed KPIs.

07

Rollout & training

Extend to further processes and train the people who operate and oversee the engine.

08

Operate & improve

Monitor performance and drift, review outputs and refine the configuration over time.

Capabilities

What it delivers.

Implementation note · Product · in production & support

The engine is a PiR2-IT product, in production and operational, and the team keeps refining it. It is backed by more than US$2.3M in secured funding and a team of 73 experts. Each client deployment is a customisation project; demonstrations are available under NDA.

References, case studies and demonstrations are available on request, under NDA.

AI engineGovernanceInvestmentScalingHyperautomationDocument factoryAI ethics
Questions

About this project.

Is the engine one product or several?

One engine with six modules — governance, investment, business scaling, hyperautomation, document factory and ethics — deployed together or one at a time.

How is it customised?

Each deployment is tailored to the organisation’s processes, data, languages and rules.

Who takes the decisions?

People. The engine prepares analysis, documents and automation; consequential decisions are approved by a human.

What stage is it at?

In production and operational, and continuously refined by 73 dedicated experts from PiR2-IT’s 139+ expert network, backed by more than US$2.3M in secured funding.

How long does a customisation take?

It depends on the number of modules and integrations. A pilot on one process comes first, so value is proven before full rollout.

Related

Explore further.

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your programme?

Start an engagement → office@pir2-it.com