London · AI Systems for Judgment-Heavy Work

We take the first pass,
so you only deal with what matters.

Global Giant builds AI systems for repetitive, document-heavy, judgment-based work — contracts, scripts, applications, intake, risk. Built inside your existing tools. No platform to learn. No enterprise price tag.

One method. Any industry.

The underlying system is always the same three steps. What changes is the document, the questions, and the output.

01

Structured input

A document, a form, or a guided set of questions — whatever your work actually starts with. No new system to learn.

02

AI does the first pass

Trained on your own documents, language, and standards — not generic AI output. It does the repetitive analysis work.

03

You make the judgment call

Structured, flagged, and ready for review. You spend your time on the decision — not the busywork that leads to it.

This applies to a contract clause, a script submission, a credit memo, a patient intake form, or a compliance risk — the pattern doesn't change. The demos below show it across five industries.

Built with you, inside your world.

No new platform to learn. No data leaving your environment. We build the system where your work already happens.

Most common

Built inside your ecosystem

We work directly within the tools you already use — Microsoft 365, SharePoint, Teams, your CRM, your document management system. Your documents and data never leave your environment. You own everything we build, from day one.

Nothing new for your team to log into
Your data stays inside your existing systems
You retain full ownership and control
No ongoing hosting dependency on us

Standalone, purpose-built tools

If you don't have the right system in place — or need something genuinely custom, like a client-facing tool — we build it as a focused, standalone application. Hosted securely, handed over with full documentation.

Built exactly to your specification
Used when no existing system fits
Clear handover, no vendor lock-in
Either way, the model is the same: we scope the work, agree a fixed price, build it, test it against your real scenarios, and hand it over — with documentation and training. No subscription required. No seat licences. You pay once for what you need.

Don't take our word for it.

Pick the industry closest to your world. These are working AI systems — try them.

AI Compliance Risk Register Generator

Describe a business process, decision, or scenario. The AI returns a structured risk register — category, likelihood, impact, severity, and mitigation.

⚖ A structured starting point. Final ratings and mitigations require sign-off from compliance or risk leadership.

Risk category identification
Likelihood & impact scoring
Severity rating
Recommended mitigation steps

AI Script Coverage Generator

Paste a logline, synopsis, or script excerpt. The AI generates a structured coverage report — the same format development executives use to triage submissions.

🎬 A structured first read. Final creative and commercial decisions remain with your development team.

Logline & premise summary
Character & structure notes
Commercial viability assessment
Pass / Consider / Recommend verdict

AI Audition Prep Coach

Paste a scene or sides. The AI breaks down the character's objective, subtext, and emotional beats — like a director's notes in your pocket.

🎬 A preparation aid, not a substitute for direction or coaching.

Character objective & motivation
Subtext analysis
Emotional beat breakdown
Delivery suggestions

AI Credit & Deal Memo Summariser

Paste a financial summary or deal description. The AI structures it into a memo format — key metrics, risk flags, and a recommendation framing.

💼 A structuring aid. All credit and investment decisions require qualified financial review.

Key financial metrics highlighted
Risk flags identified
Structured memo format
Recommendation framing

AI Patient Intake Summariser

Paste intake form responses. The AI structures a clinical summary — presenting concern, relevant history, and flags for the clinician.

🏥 Administrative structuring only. Not a diagnostic tool. All clinical decisions remain with qualified medical professionals.

Presenting concern summary
Relevant history structuring
Flags for clinician attention
Suggested first questions

Beyond the demos

Built the same way, deployed for real teams — across every industry above.

Regulatory & Adverse News Monitoring

Tracks regulatory change and negative news signals across the jurisdictions and entities you operate in.

Internal Knowledge & Policy Assistants

AI trained on your own policies and documents — instant, sourced answers for your team.

Third-Party & Vendor Risk Assessment

Structured risk assessment for vendors and suppliers — red flags, in one report.

Proposal & Brief Generators

Turn a rough brief or brief intake into a structured, professional document — for agencies, consultancies, and production teams.

Real industries. Real complexity.

Years spent inside large organisations, across sectors that don't tolerate things breaking.

Hospitality

Operations and compliance across a global, multi-property environment — where consistency across regions is everything.

Media & Broadcasting

Legal and contract operations inside a major European media group — high volume, high stakes, multiple entities.

Legal

Hands-on work with enterprise legal platforms and contract automation, inside in-house legal teams that needed to move faster.

Risk & Insurance

Built and owned AI strategy across a global risk function — where the cost of getting it wrong is measured, not theoretical.

Healthcare

Process and intake automation in clinical environments, where accuracy and a clean audit trail aren't optional.

Real Estate

Client journey and document workflows for property businesses, where every transaction has its own paper trail.

Built by someone who's been in the room.

Global Giant is founded by Gaurav Deshmukh — an AI transformation specialist with years of experience designing and delivering AI systems inside some of the world's largest organisations, spanning global hospitality, Europe's biggest media companies, legal operations, and enterprise at scale.

Before founding Global Giant, Gaurav led and worked at the intersection of AI, product, and business transformation — partnering directly with global leadership teams to turn complex operational challenges into working, scalable technology. The pattern is always the same regardless of industry: take the repetitive first pass off a human's plate, and let them spend their time on the judgment call that actually needs them.

Global Giant exists to make that level of thinking accessible to teams who don't have an enterprise AI budget. You bring the challenge. We bring the expertise, the build, and the delivery.

AI Transformation Legal, Compliance & Risk Microsoft Power Platform & Copilot Claude · OpenAI · Gemini · Llama LLM Integration & RAG Systems UiPath · Power Automate · n8n BSc Computer Science, Newcastle
GD
Gaurav Deshmukh
Founder, Global Giant
London, UK
"Every industry has its version of the same problem: too much repetitive, judgment-adjacent work and not enough time for the part that actually needs a human. That's the gap I build for — whatever industry it shows up in."
GlobalEnterprise AI delivery
2-4 wksTypical build & deployment

Tell us what you're trying to solve.

A 30-minute call. No pitch. No obligation. Just a clear picture of what's possible — and what it would actually cost.

London-based · Works globally · Responds within 1 business day

Let's talk.

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BasedLondon, UK · Works globally
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