Decision Infrastructure for Energy & Resource Assets
The analytical depth of a 100-person team - across your entire portfolio, continuously.
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Built by Sirca - intelligence infrastructure for defence and critical industries
Every analysis produces structured results with source traceability, risk flags, sensitivity analysis, and confidence scoring.
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pages read
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metrics extracted
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entities mapped
4m 12s
total processing time
Analysis Output
Base Case NPV (8%)
$4.72B
IRR 86.4%
Source: PFS p.147, Table 22.1
P50 NPV (Monte Carlo)
$4.62B
10,000 iterations
Honeycomb Monte Carlo engine
Payback Period
0.9 yrs
Post-tax, undiscounted
Source: PFS p.149, Section 22.4
Confidence Score
87 / 100
2 flags require review
Weighted across 14 factors
Honeycomb flagged 2 issues your team should review
CAPEX estimate is 15% below comparable projects
The processing plant is estimated at $312M. Comparable gold projects at similar scale and jurisdiction range from $358M to $402M. This may indicate understated capital requirements.
PFS p.89, Table 14.2 - cross-referenced against industry benchmark dataset
Recovery rate assumption not supported by metallurgical testwork
The model assumes 96.2% gold recovery. The pilot plant achieved 91.7%. A 4.5% gap with no supporting testwork creates material downside risk to NPV.
DFS p.44, Section 8.3 vs. DFS Appendix D, Table D-7
Resource classification is JORC 2012 compliant
Qualified Person sign-off confirmed. 82% of total resource classified as Measured & Indicated.
NI 43-101 p.31, Section 6.1
NPV Sensitivity (+-20% on key inputs)
Every number traced to its source document, page, and paragraph. Nothing approximated. Nothing hallucinated.
Illustrative output. Gold price as of Feb 2026.
Live Demo
Upload a document. Watch Honeycomb extract every metric, map every entity, and build a complete digital twin - in real time.
Barrington_Gold_PFS_2024.pdf
Pre-Feasibility Study - 312 pages
The Problem
Energy companies, mining operators, and resource investors make critical capital decisions every day - but the intelligence behind those decisions is scattered, slow, and incomplete.
Portfolio managers can't see the full picture
Patterns across dozens of assets remain invisible when each is analysed in isolation. Cross-asset opportunities are missed daily.
Technical teams analyse assets one by one
Sequential, manual analysis means cross-asset optimisation opportunities are structurally invisible to your team.
Executives lack real-time operational intelligence
By the time reports surface, conditions have changed. Decision-makers work with lagging indicators instead of live intelligence.
Due diligence is stale by completion
Analysts spend months on assessments. By the time the answer arrives, market conditions have already moved.
Traditional approach: hire analyst teams, commission consultants, wait weeks or months for insights.
The problem: by the time you have the answer, the opportunity has moved.
The companies that win in resource markets don't just work faster - they see opportunities their competitors can't perceive. Honeycomb creates information asymmetry: you make decisions with complete portfolio intelligence while others are still assembling spreadsheets.
A distressed asset hits the market
You have 48 hours to decide. Your competitors are scrambling for consultants. Your intelligence is already there.
Commodity prices shift overnight
You need to reoptimise capital allocation across 15 projects. Honeycomb shows the optimal path before the market opens.
Your board asks which assets are underperforming
And why. No scrambling, no pulling all-nighters to assemble data. The answer is continuously maintained in the platform.
You're evaluating a $2B acquisition
Four weeks to close. Traditional approach: incomplete analysis under time pressure. Honeycomb approach: investment-grade intelligence in days.
Traditional approach: scramble for consultants, pull all-nighters, make the call with incomplete information.
Honeycomb approach: the intelligence is already there, continuously updated, ready to query.
Pricing
No per-seat licensing. Full platform access. Every intelligence module.
What this replaces
Honeycomb delivers continuous, portfolio-wide intelligence for less than the cost of a junior analyst.
The intelligence is already built. Start using it.
14-day free trial. Full platform access. Cancel anytime.
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How It Works
Honeycomb is decision infrastructure for physical assets - not software that helps analysts work faster, but the intelligence substrate your decisions run on.
Semantic digital twin
Every asset becomes a queryable knowledge graph - technical reports, production data, financial models, regulatory filings, and operational logs unified into a single intelligence layer.
Multi-dimensional pattern recognition
Processes hundreds of variables simultaneously across time - technical, economic, operational, market, and strategic factors analysed together, not in silos.
Modular intelligence algorithms
Industry-standard analytical capabilities - pit optimisation, decline curves, portfolio allocation, scenario modelling - available at the click of a button across mining, oil & gas, renewables, and resources.
Continuous monitoring
The platform tracks your entire portfolio around the clock. You wake up to prioritised intelligence - not yesterday's reports.
PFS, DFS, NI 43-101, CPR, annual reports, financial models - any technical document in PDF, DOCX, or Excel.
Every page is read. Thousands of metrics extracted. Entities mapped. A complete knowledge graph constructed automatically.
Valuation, scenario modelling, due diligence, portfolio optimisation - 25+ modules for mining, oil & gas, renewables, and resources produce investment-grade intelligence.
The Technical Advantage
Honeycomb reads every page, extracts every metric, maps every entity, and builds a complete digital twin of the asset - from PFS, DFS, NI 43-101, CPR, annual reports, and more.
500-2,000+ metrics per document
NPV, IRR, CAPEX, OPEX, grades, tonnages, recovery rates, throughput, mine life, discount rates, sensitivity parameters
50-200+ named entities
Companies, people, jurisdictions, permits, contractors, equipment, deposits, formations - all mapped and linked
Complete financial model parameters
Every assumption needed to rebuild the DCF from scratch, extracted automatically with source provenance
Cross-document intelligence
Upload 10 reports - Honeycomb connects every metric, tracks every change between versions, resolves conflicts
Full traceability
Every extracted value links back to its source page, paragraph, and confidence score. Nothing is approximated.
Minutes, not weeks
What takes an analyst a week of reading and spreadsheet work, compressed into a single upload
25+ purpose-built analysis modules for mining, oil & gas, renewables, and resources. Here is what they enable.
Your analysts juggle 5-7 variables. Honeycomb tracks hundreds simultaneously.
“When metallurgical recovery drops below 87% and commodity prices are above $4.20/lb and equipment utilisation exceeds 92% - there's a 73% probability the operator is pushing throughput at expense of grade control, creating a 6–8 month forward production cliff not reflected in guidance.”
A human analyst might eventually see this. Honeycomb sees it immediately.
The best decisions require seeing cascading effects across multiple systems.
“If we defer this capex project, what happens to year 3 production? How does that affect our hedge book? What does that do to our cost curve position? Can we still refinance debt in 18 months?”
Honeycomb shows you the entire chain - instantly.
$500M to deploy across 15 assets. Which allocation maximises risk-adjusted returns?
M&A target available. Four weeks to decide on a $2B acquisition.
Traditional
With Honeycomb
Professionals who work with resource assets and are tired of spending 80% of their time on data extraction instead of judgement.
Portfolio Managers & Multi-Asset Operators
Mining & Energy Operators
Investment Banks & Advisory Firms
Sovereign Wealth, PE & Institutional Investors
Corporate Development Teams
Technical Consultants & Advisors
Minutes, not weeks
Complete financial model from a single upload
0+
Structured metrics per document
0+
Purpose-built analysis modules
4
Sectors covered
0
Monte Carlo iterations per valuation
0%
Data isolation per organisation
JORC, NI 43-101, SEC
Built-in compliance frameworks
0+
Assets analysed simultaneously
14-day free trial. Full platform access. Cancel anytime.
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