AI Workforce Transformation · UK

Your organisation
needs an AI workforce.
We build it.

We help regulated financial services, legal and insurance firms deploy AI-powered digital workers that reduce operational effort by 50–80% and accelerate decision-making — from AI strategy through to production.

Book a Free Discovery Call → See Our Solutions
50–80%Operational effort reduction
ProductionNot pilots. Not demos.
RegulatedFS · Legal · Insurance
10+ yearsData & transformation
AI Workforce Dashboard
🛡️
50–80%
Compliance review effort reduced
⚡
Real-time
Customer operations visibility
🧠
67%
Less research time
AI Workers Active
Production deployment
Blueprint Complete
Board approved in 48hrs
The Problem

Most AI projects fail before they start.

The root cause is always the same — poor data foundations combined with no governance. Organisations are being sold AI by consultancies that have no idea how to make it work in production.

  • ✕AI consultancies build demos that collapse without clean data
  • ✕Generic consultancies do not understand regulated industry constraints
  • ✕Technology firms build infrastructure with no business outcomes focus
  • ✕The result: wasted budget, frustrated boards, AI that never reaches production

We do all of it — end to end.

🏗️
Data FoundationClean, governed data your AI can actually use
🤖
AI Digital WorkersAgents built for regulated environments
🛡️
Governance & ComplianceBuilt in from day one, not bolted on after
🔄
Production DeploymentWe stay until it works. Not just until it demos.
Signature Solutions

Three AI workers.
Proven in regulated industries.

Every organisation we work with has one of three problems. We have built a dedicated solution for each.

🛡️
Compliance Copilot™
Financial Services · Insurance · Legal
Your compliance and risk teams are drowning in document review — policies, contracts, regulatory updates, client files. Manual review is slow, expensive and inconsistent.
Reduce document review effort by 50–80%
⚡
Customer Operations Agent™
Operations Teams · Financial Services
Your operations team handles hundreds of cases manually — onboarding, queries, escalations, data entry. Every case takes too long and creates a backlog that grows faster than you can hire.
Faster case turnaround. Lower cost per interaction.
🧠
Knowledge Worker™
Professional Services · Legal · Consulting
Your firm's expertise is locked in documents, past projects and the heads of your senior people. Every time someone needs an answer they start from scratch.
Instant access to your organisation's expertise.
Why We Ingenious Exists

Built by someone who has seen what goes wrong.

Over the last decade, working across financial services, consulting and technology-enabled transformation, I kept seeing the same pattern repeat itself.

Organisations were investing heavily — in data platforms, reporting infrastructure, transformation programmes, and more recently AI initiatives. The ambition was real. The technology was capable. But the outcomes rarely matched the investment.

Dashboards were built that no one trusted. Data platforms deployed that teams never adopted. AI pilots — generative AI assistants, large language model deployments, AI agents — launched with fanfare and quietly shelved six months later.

Not because the technology failed. Because the foundations were wrong — or the governance was missing — or no one had connected the strategy to the operational reality of how the business actually worked.

We Ingenious was created to be the partner I kept wishing existed. A consultancy that builds AI on the data foundations required to make it work in production — not just in a demo.

Data without adoption creates noise.
Investment without a plan for how people will actually use it is wasted investment.
AI without strong foundations creates risk.
AI amplifies what is in your data. If your data is wrong, your AI will be confidently wrong.
Transformation without ownership creates frustration.
Technology delivered without embedding accountability for outcomes does not stick.
"The organisations who get AI right treat data, analytics and AI as a connected capability — not separate initiatives."
— Deepankar Srigyan, Founder
The Framework

The Ingenious Transformation Framework™

Five stages applied consistently across every engagement — from first Blueprint to ongoing Managed Workforce.

1
Discover™
Understand the business problem, data landscape and regulatory context.
2
Design™
Blueprint, process maps, AI opportunities, ROI model, governance framework.
3
Build™
Deploy to production. Not a sandbox, not a demo.
4
Embed™
Training, change management, ownership transfer, performance tracking.
5
Optimise™
Monitor, improve, expand. Managed Workforce compounding returns.
How We Work

Three offers. One journey.

Start with the Blueprint. Build your workforce. Then let it compound.

Entry Offer · Start Here
AI Workforce Blueprint™
£12,000
⏱ 2–3 weeks · Fixed price
  • Full process mapping and analysis
  • AI opportunity identification
  • ROI model and business case
  • Risk and governance assessment
  • Prioritised implementation roadmap
A board-ready plan and a clear path to production.
MOST POPULAR
Core Offer · Build
AI Workforce Sprint™
£35K–75K
⏱ 6–12 weeks · Scoped
  • Compliance Copilot, Customer Operations Agent or Knowledge Worker
  • Full build, testing and QA
  • Governance framework included
  • Staff training and change management
  • Production deployment — not a demo
A working AI digital worker in production within 12 weeks.
Recurring · Scale
Managed Workforce™
£3K–10K
📅 Per month · Ongoing
  • Continuous agent monitoring
  • Governance and compliance oversight
  • Performance optimisation
  • New use case development
  • Monthly reporting and review
Your AI workforce keeps improving. This is where the value compounds.

Start with the AI Workforce Blueprint™

Everything starts here. A 2-3 week fixed-price engagement that maps your processes, identifies AI opportunities, builds your ROI case and produces a prioritised roadmap your board can approve.

Book a Blueprint Call →
Our Work

We do not do theory. We deliver.

Real AI workforce deployments in regulated organisations.

Paydock · Customer Operations Agent™
Fragmented data unified — real-time operations visibility in four weeks
SituationFast-growing payments firm with disconnected data sources across operations and customer management
ProblemNo reliable view of transaction performance or customer health — decisions made on outdated, fragmented information
OutcomeUnified data layer with Customer Operations Agent. Live in four weeks.
4 wks
To production
Real-time
Operations visibility
60%
Less manual effort
Mindesa · Knowledge Worker™
Research time cut by two thirds — AI knowledge agent live in six weeks
SituationProfessional services firm with expertise locked across years of documents and past project outputs
ProblemConsultants spending hours searching for relevant insights — often starting from scratch
OutcomeKnowledge Worker ingests and retrieves expertise instantly. In production within six weeks.
67%
Less research time
6 wks
To production
High
Immediate adoption
Flock · AI Workforce Blueprint™
Board-approved AI roadmap — seven prioritised use cases in two weeks
SituationInsurTech firm under board pressure to deploy AI — no framework for evaluating where to start safely
ProblemRisk of investing in the wrong use case first given regulatory constraints
OutcomeBlueprint delivered seven prioritised use cases including Compliance Copilot. Board approved at first review.
7
AI use cases mapped
2 wks
To board approval
3 wks
To implementation
Professional Services · Knowledge Worker™
From weekly spreadsheet to live intelligence dashboard
SituationGrowing firm with leadership making decisions from a spreadsheet refreshed once a week
ProblemNo real-time commercial visibility — reactive rather than proactive management
OutcomeLive intelligence layer connected to CRM and billing. Eight hours of weekly reporting eliminated.
Live
Intelligence dashboard
8 hrs
Saved weekly
Faster
Leadership decisions
What Clients Say

Results you can put your name to.

★★★★★
"

We had spoken to three consultancies before We Ingenious. The others wanted to sell us a platform. These guys wanted to understand our problem first. That made all the difference.

ME
Meena
Head of Product & Engineering · Paydock
★★★★★
"

Two weeks in and we had a roadmap the board actually trusted. Six weeks later we had AI working in production. I have never seen a consultancy move this fast without cutting corners.

DA
David
Lead Architect · Flock
★★★★★
"

The Blueprint alone was worth every penny. It surfaced issues we did not know we had and gave us a clear sequence for building our AI workforce.

JO
John
COO · Mindesa
★★★★★
"

They do not just understand AI — they understand regulated businesses. Every recommendation was framed around commercial outcomes and compliance constraints. That is genuinely rare.

SA
Sam
Financial Services Client
★★★★★
"

Our team was sceptical about AI. We Ingenious did not oversell it — they showed us exactly where it would work and where it would not. That honesty built enormous trust.

IV
Ivanka
ICA · Professional Services Client
★★★★★
"

From the first call it was clear these were not generalist consultants. They asked the right questions, challenged our assumptions and delivered something we will use for years.

JA
Jag
Sales Lead · InsurTech Client
Our Approach

We understand before we build. Always.

No pre-packaged solutions. Every engagement starts with your specific situation — not our preferred technology.

01
Discovery Call
A 45-minute conversation about your business — not a demo of our technology. We listen first. If we cannot help, we will say so.
Free · 45 minutes
02
Honest Qualification
We assess fit on both sides. If the timing, budget or regulatory readiness is not right, we will tell you directly.
No obligation
03
AI Workforce Blueprint™
Maps processes, identifies AI opportunities, builds ROI case, designs governance and produces a prioritised board-ready roadmap.
2–3 weeks · £12,000
04
Build in Production
We deploy the right AI digital worker to your production environment. AI implementation done properly — not a sandbox demo.
6–12 weeks · £35K–75K
05
Govern and Embed
We build the governance framework alongside the technology. Compliance documentation, access controls and human escalation path included.
Included in Sprint
06
Managed Workforce™
Continuous monitoring, optimisation and new use case development. This is where the compounding value of an AI workforce really builds.
£3K–10K/month
Meet the Founder

The person you are buying
when you work with us.

Deepankar Srigyan
Deepankar Srigyan
Founder & Principal Consultant
Connect on LinkedIn
Experience across
Financial Services Fintech Business Intelligence Data Transformation Analytics Strategy AI Adoption Business Transformation Executive Stakeholder Management

Deepankar has spent more than a decade helping organisations unlock value from data, analytics and business transformation initiatives.

His experience spans financial services, consulting, research and technology-enabled transformation, working with stakeholders from operational teams through to executive leadership. Having led analytics modernisation programmes, dashboard transformation initiatives, strategic insight functions and large-scale reporting improvements, he has seen first-hand the challenges organisations face when trying to convert data investment into meaningful business outcomes.

The pattern he saw repeat itself was consistent: organisations investing in technology without the foundations, governance or adoption strategies to make it deliver. Today, his focus is helping organisations navigate the next stage: building AI-powered operating models that combine strong data foundations with practical automation and intelligent decision support.

At We Ingenious, his mission is clear:

Help organisations make better decisions, operate more efficiently and unlock sustainable value through data, analytics and AI — not as separate initiatives, but as a connected capability built to last.

Free Assessment

Is your organisation ready for
an AI workforce?

Five questions. Two minutes. An honest picture — plus a recommended next step.

AI Workforce Readiness Check

5 questions · Free · Instant result

Q1. How would you describe your organisation's current data quality?
Free Resources

Take something useful away.

Three tools our clients use before and after every engagement.

📊
Data Maturity Scorecard
Six dimensions. Ten minutes. Know your data foundations before you build your AI workforce.
Download Free →
✅
AI Workforce Readiness Checklist
25 honest questions. Know before you invest whether you are genuinely ready to deploy AI workers.
Download Free →
💷
AI Workforce ROI Calculator
Model the return on deploying an AI digital worker. Board-ready output in 20 minutes.
Download Free →
Newsletter

AI workforce insights.
Practical. Honest. Fortnightly.

Written for leaders in regulated industries — not data scientists. Real deployments, real lessons, no hype.

No spam. Unsubscribe anytime. We never share your email.

Book a Blueprint Call

The first conversation is free.
And it might change everything.

Tell us your situation. We will tell you honestly how we can help.

Book a Free Discovery Call

We respond within one business day.