PLINTH / APPLIED AI STUDIO

We solve hard business problems with applied AI.

Strategy, product design and engineering in one senior team. We identify the right problem and put a working system in people’s hands.

See what we build ↓

DUBAI, UAE
WORKING GLOBALLY

Operations / live

Delivery risk
Capacity gap
Cost exception

RECOMMENDED MOVE

Reallocate capacity before the next dispatch window.

Decision system

The right information reaches the right person before the moment passes.

ConnectedGroundedMeasurable

A WORKING PROTOTYPE, NOT A THEORETICAL ROADMAP

Good strategy should lead to a working system.

Plinth brings business analysis, product design, AI engineering and adoption into one accountable team.

WHAT PLINTH CAN BUILD

See what the system does in practice.

Scroll through four examples. The product changes as the business problem changes.

Operations control

An operating system that sees exceptions before they become problems.

Coordinate work, recommend action and keep leadership ahead of risk.

Live operations field

14 locations · 284 active tasks

Warehouse
Fleet
Field team
Customer zone

EXCEPTION FORMING

Downtown

Capacity below demand

PLINTH RECOMMENDS

Move two qualified team members from the quieter zone.

EXPECTED EFFECT

23 min response protected

Knowledge copilot

Put company knowledge where the work happens.

Give teams sourced answers across policies, projects, contracts and past decisions.

Knowledge desk

48,219 controlled sources

Question from the commercial team

What approval is required above AED 250k?

Verified answer

Commercial Director approval and a revised cost impact assessment are required before the variation can be issued.

2 policies checked

Evidence used

Delegation of Authority

Section 4.2 · approved

Variation Procedure

Step 6 · approved

Answer recorded with citations

Customer intelligence

Every customer interaction understood, prioritised and advanced.

Resolve routine work automatically and put complex cases in the right hands with context.

Customer operations

All channels · live

Payment issue

WhatsApp · now

92

Delivery update

Email · 4 min

74

Cancellation

Web · 11 min

68

LIVE RECOMMENDATION

Prevent cancellation with a revised payment option.

Three-year customer · two active services

Draft prepared · supervisor approval required
Intent classifiedPolicy checkedResolution prepared

Document operations

Turn documents into structured, actionable work.

Extract, validate, route and investigate high-volume business documents.

Document intelligence

Invoice review · processing

TAX INVOICE

TotalAED 128,450

Supplier

Atlas Facilities LLC

PO match

PO-88214

Amount variance

AED 8,450

Tax treatment

Standard 5%

HOW WE CREATE VALUE

One team across the whole intervention.

We do not hand strategy to another vendor or leave a prototype at the edge of the business. We shape the opportunity, build the system and make it operational.

Choose the right problem

Turn a broad AI goal into a clear case for investment.

Business value

Is the outcome worth it?

Delivery fit

Can it work here?

Proof plan

How will we measure it?

Redesign the work

Agents, integrations and human decisions in one dependable flow.

Signal
Reason
Approve
Act

Build the product

Custom interfaces people can understand and adopt.

Approval workspaceReady

Contract variation reviewed against policy

Connect the truth

Knowledge, documents and operational data made usable.

Make it last

Evaluation, guardrails and capability transferred to your team.

We plan for production from the start, including security, evaluation and adoption.

VALUE IN CONTEXT

The same technology. Different business realities.

We start with the constraint particular to your business, then shape the system around it.

MULTI-SITE OPERATIONS

THE FRICTION

Managers discover disruption after service has already slipped.

Live service map

14 locations

Signal

Capacity is falling

Recommended move

Reassign two nearby team members

WHAT WE BUILD

A live exception layer that predicts risk, recommends a recovery plan and assigns ownership.

WHAT CHANGES

From reactive reporting to intervention while there is still time.

PROFESSIONAL SERVICES

THE FRICTION

Critical knowledge lives across people, documents and past engagements.

What have we learned from similar engagements?

The strongest pattern across six related programmes was early frontline involvement, paired with weekly adoption measures.

Engagement reviewResearch noteDelivery retrospective

WHAT WE BUILD

A sourced firm-wide copilot embedded in research, delivery and client work.

WHAT CHANGES

From asking who knows to using what the firm knows.

FINANCE & COMPLIANCE

THE FRICTION

Specialists spend their day locating evidence and reviewing routine exceptions.

Invoice 2048

Review required

Amount submitted

AED 128,450

Purchase order

PO 88214

Exception found

Amount is AED 8,450 above the approved order.

Supplier and tax details match. Only the value difference needs a person to review it.

WHAT WE BUILD

Document intelligence that assembles the case and sends judgement calls to experts.

WHAT CHANGES

From manual file handling to continuous, reviewable control.

HOW WE WORK WITH YOU

Start with proof. Finish with ownership.

Every engagement moves from first-hand understanding to a system your team can use, measure and own.

Understand01

We work with the people closest to the problem and trace how the work happens today.

Choose02

We compare value, feasibility and risk before deciding what deserves investment.

Prove03

A working pilot goes into real hands with clear measures for speed, quality and adoption.

Own04

We integrate the system, establish controls and prepare your team to run it confidently.

START WITH A BUSINESS PROBLEM

Bring us the workflow that should work better.