Skip to content
NewThe Honeycomb dataset now covers mining, oil & gas, renewables and power worldwide.See what is inside

Energy & natural resources intelligence

One living model of every asset you own, fund or want to buy.

Honeycomb turns technical reports, financial models, contracts, filings and market data into a connected, source-linked model of each asset, company and portfolio. Question it. Run diligence, valuation, optimisation and risk on it. Know the moment something changes.

MiningOil & gasRenewablesPower & utilities

TechnicalReports & studiesFinancialModels & filingsMarketPrices & peersOperationalProduction & costsRegulatoryPermits & ESGContractualPPAs, EPC, offtakeOne asset modelSourced. Queryable.

Case studies

Nine engagements. See what Honeycomb found.

Anonymised work across mining and energy. Pick one to see the question, the findings and what changed.

Buy-side diligenceEnergy, integrated gas-to-LNG

A sponsor's 87-page raise would not close. Honeycomb found why in under an hour.

The situation

A sponsor was raising C$1.15B across two pitch decks and had failed to attract capital.

What Honeycomb found

  1. The anchor position could not be bought

    The C$300M infrastructure leg targeted equity already fully held by the project's two existing partners, neither of them a seller.

  2. A third of the return had no basis

    Roughly 4.3 points of IRR came from an integration synergy the plant's existing third-party contracts left no room to capture.

  3. The package contradicted itself

    The decks disagreed on deal size, strategy, and even the acquirer's identity, while paying a premium for a liquid public stake with no control.

The result

15.8% to 11.5% IRR

Honeycomb stripped out the passive minority sleeve and identified the fundable version: operator-led consolidation of undervalued producers, matched to the buyer who could underwrite it.

See the full analysis

The Honeycomb dataset

The private dataset behind every answer.

Every workspace comes with our own research dataset: the companies, assets, ownership, production, costs and prices that make up energy and natural resources, connected to each other and traced to source. Nobody else has it.

Connected, not just collected

Go from a company to its assets, owners, output and economics without leaving the page.

Checked before it is published

Conflicting figures reconciled. Reported kept apart from estimated. Source and date on every observation.

Growing all the time

New markets, longer histories and new evidence are added continuously.

Yours stays yours

Your documents are benchmarked against the dataset and never added to it.

See the dataset in a demo
  1. Companies & ownershipWho controls what
  2. Assets & operationsWhat is there and how it runs
  3. Production & capacityWhat it produces, over time
  4. Costs, prices & transactionsWhat it earns and what it trades for
  5. Your private documentsKept separate. Benchmarked against it all.

The platform

From first look to final decision, in one place.

Research, diligence, valuation and portfolio oversight share the same evidence, so nothing is rebuilt between steps.

Find the company or asset. See everything connected to it.

Search Honeycomb's own dataset for companies, assets, ownership, production, costs and transactions.

  • Screen opportunities by commodity, stage, geography and cost
  • Benchmark an asset against real peers
  • Open the source behind any figure
See it on your own asset
Asset profileGold-uranium mine, dual commodity
Mining
Ownership100% held, one listed parentAnnual report, p.12
StatusCare and maintenanceCompany filing
InfrastructureShafts, plant and tailings in placeTechnical report, p.48
Restart capital~US$180M brownfieldsEngineering study, p.9
Restart cost vs greenfield peers
60% lower
Illustrative view based on an anonymised case study.

Everything on the platform

Understand

  • Extraction with page-level sources
  • Plain-English questions across every document
  • Knowledge graph of asset, company and portfolio
  • Conflicts between documents flagged
  • Company and SEC filings

Diligence

  • Claims reconciled against evidence
  • Audit and validation of models
  • Missing data inferred with confidence scores
  • ESG and regulatory review
  • Due diligence reports

Value

  • NPV, IRR and payback from source inputs
  • Excel models generated with full lineage
  • Sensitivities and custom scenarios
  • Monte Carlo simulation
  • Company and listed-holding valuation

Optimise

  • Pit and cut-off grade optimisation
  • Decline curves, type curves and reserves
  • Wind and solar yield, grid integration
  • Production schedules, equipment, maintenance
  • Network flow and demand forecasting

Portfolio & risk

  • Capital allocation and efficient frontier
  • Value at risk across the portfolio
  • Built-in stress tests
  • Concentration by commodity, country and stage
  • Peer benchmarks and cost curves

Monitor

  • Continuous monitoring and alerts
  • Patterns detected across assets
  • Live commodity prices and macro data
  • News linked to your assets
  • AI infrastructure: siting, power, compute economics

How it works

Bring the documents. Get the answer.

What goes in

  • NI 43-101 & JORC reports
  • DFS, PFS & scoping studies
  • Competent person's reports
  • Financial models in Excel
  • 10-K & annual reports
  • PPAs & offtake agreements
  • EPC & supply contracts
  • Production & operating records

PDF, Word, Excel. Any volume.

  1. Reads every page
  2. Extracts every metric
  3. Checks it against the dataset
  4. Runs the sector models

What comes out

  • Findings linked to the source page
  • Valuation models you can inspect
  • Sensitivities & downside cases
  • Peer and cost-curve benchmarks
  • Investment committee reports
  • A live view across the portfolio

Ask questions, run scenarios, export.

Sector depth

Built for each sector. Not adapted from a generic tool.

More than 25 analysis modules, each written for how that kind of asset is measured, costed and valued.

Mining

  • Resource & reserve modelling
  • Pit and cut-off grade optimisation
  • AISC and cost-curve benchmarking
  • Restart and development capital

Oil & gas

  • Decline and type curve analysis
  • EUR and reserves estimation
  • Screening and scenario economics
  • Corporate valuation reconciliation

Renewables

  • Wind and solar energy yield
  • Grid integration and curtailment
  • Contracted and merchant revenue
  • Operating asset valuation

Power & utilities

  • Demand forecasting
  • Network flow and bottlenecks
  • Tariffs, ownership and earnings
  • Power for AI infrastructure

Weeks of work, done the same day.

2 to 3 weeksUnder an hour

From raw asset data to finished analysis, per asset

US$100K to US$300KIn-house

Technical due diligence, run on demand instead of commissioned

4 to 6 assets a year50+ assets

Covered continuously by the same team

Who it is for

For the teams that deploy capital and carry the risk.

Investors & allocators

Private equity, mining and energy funds, sovereign wealth, project finance

  • Screen more deals with the same team
  • Catch the flaw before the term sheet
  • Defend the number at investment committee

Owners & operators

Mining companies, oil and gas operators, renewables developers, utilities

  • Revalue assets as prices and costs move
  • See where operations drift from plan
  • Build the case for a raise or a restart

Advisers & lenders

M&A, technical, legal and project finance advisers, banks

  • Turn a data room around in a day
  • Test the borrower's assumptions
  • Back every recommendation with a source

Traceability

Every number has a source. One click away.

No black boxes. Outputs you can defend to a board, an investment committee, an auditor or a counterparty.

  • Page-level sourcesDocument, page and passage behind every extracted figure.
  • Disclosed vs assumedReported data is never blended with analytical assumptions.
  • Private by designYour workspace is yours. Aligned to JORC, NI 43-101 and SEC reporting.

In the pressFeatured in Global Mining Review.

In the fieldDeployed across strategic resource operations.

HeritageBuilt on the architecture behind Sirca's defence and critical infrastructure systems.

Questions

Before we talk.

Ask us something else
What does Honeycomb actually do?

It builds a living model of each asset, company and portfolio from your documents, Honeycomb's own dataset and live market data. You can ask it questions, run diligence, valuation, optimisation and risk analysis on it, and be alerted when something changes. Every output traces back to the page it came from.

Does Honeycomb have its own data?

Yes. Every workspace includes Honeycomb's private research dataset: companies, assets, ownership, production, costs and prices across mining, oil and gas, renewables, power and utilities. We build, check and expand it continuously.

Can we use our own documents and models?

Yes. Upload technical reports, financial models, contracts, filings and operating records to your organisation's private workspace. They stay private to you and are never added to the shared dataset.

Can we check where a number came from?

Always. Every extracted figure links to its document, page and passage. Every calculated figure shows the inputs behind it, with disclosed data kept apart from analytical assumptions.

How fast is it?

First findings on a new data room typically arrive in under an hour. Work that takes a team two to three weeks per asset is done the same day.

Who uses it?

Investment teams, asset owners and operators, lenders and advisers. A demo is run on your sector and, if you like, your own asset.

Bring a deal, a model or a portfolio.
See what Honeycomb finds.

A 30 minute demo on your sector, run on your own asset if you like.