DWIGHT Studio: Your Enterprise Automation Operating System

Build Digital Worker Bots. Run automation. Govern outcomes.

DWIGHT Studio gives organisations the infrastructure to build, deploy and govern automation across their business.

Built on meet DWIGHT’s own IP, it brings together the reliability of Robotic Process Automation, the intelligence of AI-powered workflows, and a structured path towards more agentic automation.

Connect your technology. Build across multiple systems. Bring your own LLM. Introduce AI where it creates value while keeping execution controlled, observable and commercially predictable.

Own the capability. Build on your terms. Scale with confidence.

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Evolve your automation without starting again

Your automation strategy shouldn’t force you to choose between what already works and what’s coming next.

RPA already powers predictable, repeatable work across enterprise environments. AI introduces new capability where processes require interpretation, classification, reasoning or adaptability.

DWIGHT Studio brings those capabilities together within one architecture.

Use deterministic automation where the rules are understood. Introduce AI where it adds genuine value. Progress towards more autonomous workflows where the use case requires it.

The result is a practical route from traditional automation to intelligent automation - without ripping up what already works.

Connect the technology your business actually runs on

Modern or legacy. API or no API. DWIGHT is built to work across fragmented technology environments.

Enterprise technology rarely exists in one neat ecosystem.

Businesses operate across cloud applications, third-party platforms, internal tools and legacy technology (and not every system has an API).

DWIGHT Studio is designed for that reality.

It can work across:

modern cloud applications
legacy platforms
API-enabled systems
non-API systems
third-party technologies
internal business applications

Where an API exists, DWIGHT can use it. Where one doesn’t, DWIGHT can interact with systems through user-interface and surface automation.

One workflow can operate across the wider technology stack - without requiring you to replace the systems your business already relies on.

Adopt AI at the pace that makes sense for your business

Not every process needs AI. Not every organisation needs maximum autonomy from day one.

DWIGHT Studio supports three progressive waves of automation, allowing organisations to introduce greater intelligence as their use cases, capability and governance requirements evolve.

The Three Waves of Automation:

Wave 1: Plain RPA

Reliable, deterministic automation for repeatable processes where the rules are already understood.
Rule-based execution, no AI required, predictable outcomes, maximum control and auditability.
RPA remains an important foundation for high-volume, repeatable enterprise work.

Wave 2: AI Infused Workflows

Add AI or LLM capability to specific parts of a controlled automation.
AI can support tasks such as classification, summarisation, document interpretation, extraction, and decision support.
The surrounding execution remains structured, observable and commercially predictable.

Wave 3: Agentic Automation

Introduce greater autonomy where the use case benefits from contextual reasoning, adaptive workflows and more complex decision-making.
DWIGHT Studio provides the architecture to progress towards Agentic Automation responsibly - building intelligence on top of appropriate controls and governance.
Start where the business case makes sense. Evolve as your requirements mature.

What makes DWIGHT Studio different?

Built for organisations that want control

DWIGHT Studio is designed for technology-led organisations and advanced enterprises that want to own and govern their automation capability.

Build across your existing technology stack, choose where and how AI is used, and evolve your automation architecture on your terms.

Business process outsourcers

Build Digital Worker Bots that reduce manual effort, increase operational capacity and improve margins.

Create repeatable automation frameworks across client environments - and turn automation into part of the service you sell.

Acquisitive software companies

Connect and orchestrate processes across acquired platforms, even where systems were never designed to work together.

Bridge modern, legacy, API and non-API technology, then embed automation into your wider product ecosystem.

Advisory and process transformation firms

Move beyond recommending transformation and deliver the automation behind it.

Build reusable Digital Worker Bots and automation frameworks that can be deployed across multiple customers - creating a scalable new commercial capability.

Use AI where it adds value. Keep control where it matters.

DWIGHT Studio combines deterministic execution with governed AI, helping you maintain visibility over cost, execution and outcomes.

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Capture how work really happens

Move from process knowledge to automation without weeks of manual mapping.

One of the slowest parts of enterprise automation often happens before development even begins. Processes have to be understood, mapped, documented and translated before they can be automated.

DWIGHT Studio is designed to shorten that journey.

Using multimodal process recording, DWIGHT can capture operational knowledge as the process actually happens - including video calls, live UI interaction and activity across Chrome and Windows environments.

From that process capture, Studio can generate:

structured workflows
supporting documentation
executable automation logic
process steps ready for refinement

Move faster from “this is how we do it” to “this is how we automate it.”

Build and define automation faster

Give technical teams control while making automation easier to build and evolve.

Once a process has been captured, DWIGHT Studio helps teams turn that knowledge into working automation. AI-assisted development can generate workflows from recordings, while Studio’s visual tools allow teams to edit and refine automation using drag-and-drop functionality or natural-language prompts.

That creates a more collaborative build process. Developers can accelerate delivery. Operational users can explain what needs to change.

Automation teams can adapt workflows as processes evolve without rebuilding everything from scratch.

Less dependency on deep engineering for every change. More flexibility to improve automation as the business changes.

Build once. Reuse, scale or monetise

Automation can become more than an internal efficiency tool.

DWIGHT Studio includes a growing library of pre-built agents, reusable components and proven workflow patterns, helping organisations avoid starting every automation from a blank page. The initial library includes processes relevant to recruitment and staffing environments, such as:

onboarding
compliance
data management
system updates
high-volume operational workflows

These components can be adapted and reused across teams, processes or business units. But Studio also creates a wider commercial opportunity.

Organisations can:

deploy Digital Worker Bots internally
reuse automation across different functions
embed automation into existing services
create Digital Worker Bots for customers
monetise automation as part of their own proposition

For BPOs, software companies and advisory firms in particular, automation can become something you sell - not simply something you use.

Bring your own LLM

Your automation strategy shouldn’t depend on a single AI model.

DWIGHT Studio is LLM-agnostic by design. Organisations can use commercial or open-source models and choose different LLMs according to the requirements of the workflow.

Optimise for:

cost
performance
data residency
regulatory requirements
internal AI policy
vendor preference

As models improve and your requirements change, your choice of LLM can change too. Your Automation Operating System stays in place.

No forced model dependency. No requirement to build your automation future around somebody else’s AI roadmap.

Own your automation, with expertise behind you

You build and own the capability. But you’re not left alone with it.

Every DWIGHT Studio subscription includes a structured Success Plan, giving customers access to meet DWIGHT developers for a defined number of hours each month.

Use that expertise when you need additional support, specialist knowledge or simply more capacity. Your Success Plan can cover:

platform implementation
use-case prioritisation
workflow design
architecture guidance
Digital Worker Bot development
system integration
testing
troubleshooting
performance monitoring
ongoing optimisation

As your automation capability matures, the support can evolve with you.

Studio bridges the gap between self-build automation software and a fully managed service: you retain ownership and control, with experienced automation specialists there when you need them.

Prefer DWIGHT to build and operate your automation for you? Explore DWIGHT Managed Service.

DWIGHT Studio vs standalone RPA and pure Agentic AI

DWIGHT Studio gives organisations a practical path between standalone RPA and uncontrolled Agentic AI.

Capability	DWIGHT Studio	Standalone RPA	Pure Agentic AI
Cost predictability	Designed to control automation cost at scale, with deterministic workflows used where AI is not needed	Often requires licensing, development resource and ongoing maintenance	Usage can become difficult to forecast as token-heavy workflows scale
Token cost exposure	Uses deterministic automation where AI is not needed, reducing unnecessary token use	Limited exposure unless AI is layered in separately	Higher exposure where tasks depend on repeated model calls
Legacy system support	Supports modern, legacy, API and non-API systems	Can support legacy systems, but may need maintenance when systems or processes change	Often depends on system access, context quality and controlled integration paths
Governance	Combines controlled execution, observable workflows and governed AI use	Strong for rules-based automation, but may need an AI layer where interpretation or decision support is required	Can be harder to govern when actions are more autonomous or less predictable
Deployment speed	Process recording, visual building and Success Plans help shorten the route from process knowledge to automation	Deployment depends on process stability, available development resource and maintenance requirements	Pilots can move quickly, but production governance and cost control can slow scale
AI capability	Applies AI selectively within controlled workflows	Usually needs AI or additional orchestration where interpretation, classification or reasoning is required	Strong AI flexibility, but may introduce greater uncertainty in execution
Technology-stack flexibility	Designed for fragmented enterprise systems and mixed technology environments	Best suited to stable, rules-led processes	Can struggle where workflows require reliable action across multiple complex systems
Best fit	Organisations that want to build and govern automation across real enterprise environments	Organisations with stable, rules-led processes where deterministic execution is the priority	Organisations exploring flexible AI use cases with lower process risk

DWIGHT Studio acts as a hybrid automation platform, combining deterministic execution with governed AI where it adds value.

Build your automation operating system

Connect your technology. Capture your processes. Build Digital Worker Bots. Introduce AI where it adds value. Govern everything from one platform.

Own the capability. Scale it on your terms.

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DWIGHT now handles over 1,000 invoices per week

“DWIGHT quickly came in, developed an automated process and now handles over 1,000 invoices per week, saving two man-days and generating an extra day of DSO for us. It’s automated completely, driving efficiencies and saving costs."

Bill Halnon

Chief Information Officer

24/7 Efficiency + cost savings = DWIGHT

“It’s taken our onboarding process from around 45 minutes during working hours to about 4 minutes, 24/7. That’s a huge gain in efficiency and cost savings for us."

Brandon Simmons

EVP - Technology & Operations

Several hours every week were spent on data entry and compliance

"With DWIGHT, workers can submit documents late at night and they’re processed straight away, rather than later in the day. That’s a huge benefit for our contractors, our clients, and our team."

Sean White

Managing Director

Replacing the cost of one full-time employee

“DWIGHT is now running the reports and sending reminder emails automatically… it’s definitely increased the efficiency of the team. We’ve been able to bring down the FTE of that team by one."

Shaena Van Handel

Chief Nursing Officer

From 15 hours to 15 minutes with DWIGHT

“What used to take between 10 to 15 hours now takes about 10 to 15 minutes. DWIGHT raises the invoices exactly as we’d expect and also chases payments on our behalf. It’s already helping us get responses from overdue invoices within 24 hours, which has been fantastic.”

Stephen Barrett

Head of Finance

OnRec Best Innovation in Recruitment Award

The Marriott Harrison Talent Tech Growth Awards