Built by operators who've run complex global systems across finance, tax, legal, cyber-security and ESG.
View Real OutcomesEighteen months of AI initiatives. 46% abandoned before production. Leadership can't point to a single P&L line item that moved.
Costs scaling 500-1000% beyond projections. CFO and CIO locked in tense standoffs over budgets that can't be justified with measurable outcomes.
92.7% of executives cite data quality as the top barrier. Critical intelligence trapped in unstructured data, legacy systems, and departmental silos.
Point solutions multiplying. Nothing connects to your ERP. IT backlog growing faster than headcount. Each new tool adds a new silo.
Legal, InfoSec, and Compliance blocking deployments. EU AI Act deadlines approaching. No framework for AI risk. Hallucinations, bias, and regulatory exposure keeping the CISO up at night.
Board worried about betting on the wrong model or cloud. Contracts tightening around your data. Migration paths unclear.
Only 32% of organizations have the technical talent to implement AI effectively. Data teams drowning in BAU. No internal product owner for AI initiatives.
Labour arbitrage still wins on paper. AI tools can't prove ROI beyond the pilot cohort. The business case falls apart at enterprise scale.
If your board is asking hard questions about AI ROI, we should talk.
Speak with usWe're operators who build and run production systems. From boardroom to deployment to ongoing support — one accountable team, end to end.
Decades inside Deloitte, Accenture, HSBC, and the British Army. We know how large organisations actually work — procurement, compliance, politics, change management.
We don't hand over a strategy document and leave. We architect, build, deploy, and stay until the system is running and your team owns it.
Our engagements are structured around measurable outcomes. If it doesn't move the number, we haven't done our job.
We don't boil the ocean. We start where the value is clearest, prove it works, then expand.
Typical first deployment: 6-10 weeks.
Eliminate manual, error-prone work. We target high-volume, rule-based processes — invoice extraction, contract review, compliance reporting — where AI delivers immediate, measurable cost reduction.
Amplify your experts. We build systems that surface insights, flag risks, and accelerate decisions — putting institutional knowledge at every employee's fingertips, not locked in senior heads.
Redesign how the business operates. Once automation and augmentation prove value, we help you rearchitect workflows, roles, and operating models — building AI into the core, not bolted on the side.
Components that snap together. Each layer is testable, upgradeable, and runs on your infrastructure.
Under the hood, everything runs on our Utilities → Accelerators → Capabilities stack.
No black boxes. No vendor lock-in. Cloud-agnostic, model-agnostic.
We've solved these problem patterns before. Each deployment is configured to your data, workflows, and governance.
Contracts, matters, and obligations trapped in documents. Legal teams drowning in review cycles. Risk exposure you can't quantify.
We structure your legal corpus into queryable data — enabling faster reviews, proactive risk flagging, and audit-ready reporting.
See how it worksSustainability data scattered across spreadsheets, invoices, and siloed systems. Regulatory deadlines approaching. No single source of truth.
We unify your ESG data into one auditable pipeline — from raw inputs to board-ready reports that satisfy regulators and investors.
See how it worksMillions of camera trap images. Scientists doing data entry instead of science. Conservation decisions delayed by manual review.
We automate species identification, population tracking, and health monitoring — so your experts focus on analysis, not administration.
See how it worksInsights locked in dashboards only analysts can use. Business users waiting days for answers. Decisions made on gut, not data.
We build natural-language interfaces to your data — with governance-aware access controls, so the right people get the right answers.
See how it worksCritical data trapped in PDFs, scans, emails, and legacy formats. Manual extraction slow, error-prone, and unscalable.
Stateless, high-accuracy extraction and normalization pipelines — built on deterministic Utilities for performance and transparency.
See how it worksFragmented signals across footfall, sales, incidents, and tenant data. No unified view of performance across locations.
Multi-modal analytics for high-velocity retail environments — built for mall operators and large-format retail networks.
See how it worksEvery system ships with measurable before-and-after.
Contracts scattered across email and shared drives. Legal exposure growing. Decision cycles slowing.
"We moved from folders to answers. Total clarity." — Group General CounselRead full case study
Non-standard invoices creating a revenue black hole. Compliance gaps flagged by C-suite.
"Finally, a predictable AR pipeline." — Chief Financial OfficerRead full case study
Decades of experience building and operating enterprise systems at scale.
London · Hyderabad · Chennai
We work with a small number of enterprise teams each quarter. If you have a high-stakes problem to solve, let's talk.
