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Industrial AI · proven in oil & gas · built for any operation

From Complex Operationsto Optimal Outcomes

01 · AssureLens · Agent + SME Collaboration Platform

Intelligence That Drives Action

AssureLens is project optimisation intelligence - using agentic AI for energy operations. It ingests your operational documents. Specialised agents extract risks, track actions, build the lookahead and draft reports.

Pilots measure it: 80% of planning insights automated, 87% less time retrieving information, 100% risk follow-up, 10× target ROI.

Nothing ships without a human signing it. Foresight is half the job. AssureLens carries it into action.

Contracts Lessons learned End-of-project files Operational records SME experience Well & project reports AssureLens INSTITUTIONAL MEMORY
02 · AccioLens · The AI Investment Blueprint

Know which AI investments pay back?

The hardest part of AI is not building the technology. It is knowing which problem is worth solving. AccioLens starts with your operational challenges and helps turn the right ones into AI solutions designed to create real impact.

Your opportunities are benchmarked against a library of 500+ proven use cases, supported by expert-validated estimates for cost, effort and potential ROI. AccioLens helps you understand which opportunities are worth pursuing and what it will take to realise their potential.

The result is more than a roadmap. It is a clear, evidence-backed case for where to act, what to prioritise and how to move from opportunity to action with confidence.

AI Blueprint · European Energy Operator (anonymised)
SolutionBuildTimeTarget / yrROI
Contract Evaluation & Revenue Maximisation$200K12 wk$2M10×
Reliability Watch - NPT reduction$300K20 wk$4M13×
HSE Platform$300K20 wk$1M
Operation Intelligence$400K26 wk$5M13×
Portfolio · 4 solutions$1.2M build · $12M annual target · 10× blended ROI
+ 16 more ranked, each evidence-chained, sequenced into a phased roadmap
AI Blueprint · Global Mining Group (anonymised)
SolutionBuildTimeTarget / yrROI
Ore Grade Prediction$250K14 wk$3M12×
Haul Fleet Optimisation$350K22 wk$6M17×
Tailings Risk Monitor$300K18 wk$2M
Maintenance Copilot$400K24 wk$4M10×
Portfolio · 4 solutions$1.3M build · $15M annual target · 11× blended ROI
+ 14 more ranked, each evidence-chained, sequenced into a phased roadmap
AI Blueprint · Offshore Drilling Contractor (anonymised)
SolutionBuildTimeTarget / yrROI
NPT Root-Cause Agent$220K12 wk$5M22×
Well Plan Assurance$300K20 wk$3M10×
Rig Crew Handover$180K10 wk$1M
Predictive BOP Health$450K26 wk$4M
Portfolio · 4 solutions$1.15M build · $13M annual target · 12× blended ROI
+ 12 more ranked, each evidence-chained, sequenced into a phased roadmap
AI Blueprint · Petrochemical Refiner (anonymised)
SolutionBuildTimeTarget / yrROI
Yield Optimisation Agent$400K24 wk$8M20×
Turnaround Planner$300K18 wk$3M10×
Emissions Compliance$250K16 wk$1M
Contract Intelligence$200K12 wk$2M10×
Portfolio · 4 solutions$1.15M build · $14M annual target · 13× blended ROI
+ 18 more ranked, each evidence-chained, sequenced into a phased roadmap
03 · Cognitive Index · The Engine

We built a system that compounds with usage

Underneath every SwarmLens solution sits the Cognitive Index - an intelligence layer that reads across your organisation's operational record, understands the context within it and connects information that was never designed to be connected.

The more data you feed into the platform, the more invisible links it uncovers, turning your daily operational research into an accelerating advantage that grows stronger with every query.

The Cognitive Index gives your organisation something bigger than a knowledge graph: a living intelligence layer that connects what you know, reveals what you are missing and helps uncover what no single document can show you.

What Leaders & Experts Say

From my very first day at work, I was shocked at the wastage and hazards that are accepted as inevitable in our industry. This alarm was heightened by my time on the wellsite as an Engineer and then Drilling Supervisor. When I came onshore, I vowed to help build a safer and more efficient workplace. We have worked with just under 350 teams worldwide and the challenges and opportunities are the same throughout.
I am convinced that this partnership with SwarmLens, and the massive human resources and passion that we are bringing to bear, will transform the way teams work.

Dave TaylorDave Taylor · Managing Director - rp²

I am supporting SwarmLens as Advisor for Strategic Growth, and the reason is straightforward. In energy, most AI either understands the industry or understands the technology - rarely both. SwarmLens has upstream oil and gas depth alongside genuine ML and AI capability. They also solve the part everyone underestimates: taking vast amounts of unstructured data, scattered across sources and formats, and structuring it into reliable input for the processes they support. Their architecture means value shows up early rather than at the end of a long pilot, and AssureLens, aimed at drilling and well processes, is a strong example. There is a real gap here, and they are well positioned to close it.

Jens FestervollJens Festervoll · Advisor for Strategic Growth

Pleased to be supporting the team at SwarmLens as an advisor.
What stands out for me is the practical application of AI in a way that is grounded in real operational context, combining strong technical capability with experienced industry SMEs to ensure outputs are both relevant and actionable. In a market increasingly saturated with AI solutions, this “human in the loop” approach, along with a deep industry knowledge base, creates a clear point of difference.
Looking forward to contributing and working with the team as they continue to develop and scale the platform.

Shaun HingertyShaun Hingerty · Advisor
04 · Where we work

Built for operations where being wrong is expensive.

Energy & Industry

Well delivery, drilling performance, integrity, HSE, and heavy industry - our deepest domain.

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Financial Services

Circulars, overlapping compliance, underwriting, and operational risk that must trace to source.

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SMB

Small & mid-sized businesses that need enterprise-grade AI without the enterprise overhead.

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