Mining advisory · Audit · Applied AI

Mining governance, compliance & technical intelligence

Data Riders helps mining companies strengthen tailings governance, water management, audit readiness and sustainability performance — through consulting, technical services and purpose-built AI platforms. Delivered by experts, accelerated by AI.

Human-led · Standards-aligned · Built for real mining operations

Data Riders — Intelligence and Sustainability in Mining
Start from the problem

Four questions mining leaders bring to us.

We don't sell packaged services — we scope the right response to the problem on your desk. Most engagements begin with one of these.

01 · Audit & Compliance

Need audit readiness across GISTM, TSM or PAEBM?

Third-party audits, gap analyses, and preparation programs delivered by auditors who sit at the standards tables — not generalists reading the standard for the first time.

Audit & compliance
02 · Consulting & Management

Need stronger governance and management systems?

From tailings governance to water management frameworks and corporate geotechnical oversight — we design, integrate and implement the systems that make compliance durable.

Consulting & management
03 · Technical Services

Need deep technical support in geotechnics, hydrology or tailings?

Field expertise, engineering-of-record collaboration, observational method reviews, and closure stewardship — technical rigor where decisions carry real risk.

Technical services
04 · AI Solutions

Need AI that actually works in mining operations and compliance?

Purpose-built AI platforms and agents — GISTM.ai, TSM.ai, RIDE Agent — that accelerate evidence mapping, audits, and monitoring with human accountability on every outcome.

AI solutions
The operating model

One partner. Four capabilities. One operating model.

Audit rigor, management systems, technical depth and applied AI — delivered as one integrated practice, not siloed service lines. Software and agents support expert decisions; they do not replace them.

"AI doesn't run the audit. Our auditors do — with evidence mapped, patterns surfaced, and routine work lifted by AI so human judgment scales." — The Data Riders Operating Model
Audit & Compliance
01

Audit & Compliance

Independent audits against GISTM, TSM, Copper Mark, PAEBM and ANM regulatory frameworks. Evidence-first methodology.

Consulting & Management
02

Consulting & Management

Governance design, management systems, maturity diagnostics, and implementation support across tailings, water and geotechnics.

Technical Services
03

Technical Services

Specialist engineering support: geotechnics, hydrology, dam stability, closure stewardship, engineer-of-record collaboration.

AI Solutions
04

AI Solutions

Proprietary platforms and agents embedded in delivery — GISTM.ai, TSM.ai, RIDE Agent — with human accountability on every output.

Selected work

Real mining problems. Documented outcomes.

Four engagements from a library of 16 case studies — each with explicit evidence levels and editorial notes on what worked and what we learned.

GISTM & Tailings Compliance

AI-assisted GISTM audit, gap identification at scale.

ChallengeMulti-site operator facing GISTM Principle 11 audit with fragmented documentation across 6 TSFs.
OutcomeEvidence mapped in weeks, not months. Audit-ready package delivered with gap-severity matrix.
Read case
Water Management & Governance

Water KPI tree aligned to WAF governance.

ChallengeOperator needed a defensible KPI architecture linking corporate water strategy to site-level operations.
OutcomeThree-tier KPI tree with governance assignments, cadence, and reliability tiering — now in live reporting.
Read case
Management Systems Integration

Corporate geotechnical governance redesign.

ChallengePost-incident mandate to rebuild corporate oversight of geotechnical risk across 12 operating sites.
OutcomeNew governance model with clear accountabilities, review cadence, and integration into ERM.
Read case
AI-Enabled Operational Intelligence

AI agent for water balance governance.

ChallengeWater balance reviews consuming 40+ hours per quarter with inconsistent interpretation.
OutcomeGovernance-aware AI agent handling first-pass reviews; human reviewers focused on exception cases.
Read case
Why Data Riders

Four reasons mining leaders choose us.

Not the only advisory firm. Often the sharpest one in the room on mining governance, standards and applied AI.

01

Mining-only specialization

We do not consult on retail, banking or generic ESG. Every consultant's career is in mining. It shows in the questions we ask — and the ones we refuse to simplify.

02

Global standards depth

GISTM, TSM, Copper Mark, PAEBM, ANM. We sit at standards tables, train auditors, and publish commentary. Our advice reflects how standards are actually interpreted.

03

Human accountability over AI

AI accelerates our work; it never owns the output. Every audit, diagnosis and recommendation has a named human signatory. That's the operating rule.

04

End-to-end delivery

From diagnosis to implementation to monitoring. We don't hand over a report and disappear. We stay through the hard part — making the system work in production.

Flagship platforms

Evidence that we build what we consult on.

Seven of our eleven AI agents — in production, applied to real mining work. Not demos: operational platforms with auditable traceability, aligned with GISTM, TSM, The Copper Mark, ISO 14001 and ANM 95/175.

AquaTwin Agent icon

AquaTwin Agent

Digital twin for mine water balance.

Visual drag-and-drop modelling, document intelligence and a monthly Excel water balance — aligned with ICMM WAF, GISTM and TSM.

  • Visual canvas · 10 canonical asset types
  • Document intelligence (PDF · XLSX · DOCX)
  • Governance-grade Excel balance with evidence pack
ISO 14001 Pre-Auditor icon

ISO 14001 Pre-Auditor

EMS pre-audit, clause by clause.

Upload your ISO 14001:2015 EMS documentation and get clause-by-clause evaluation across all 10 clauses, with verbatim evidence and conformity verdicts.

  • 10 ISO 14001 clauses · all sub-clauses
  • Conformity / Minor NC / Major NC / OFI verdicts
  • Demo-mode · no login · pre-loaded case
GISTM.ai icon

GISTM.ai

GISTM readiness, AI-assisted.

Map evidence against all 77 GISTM requirements — faster, with auditor-grade traceability.

  • Evidence-to-requirement matching
  • Gap identification with severity scoring
  • Audit-ready export packages
PAEBM.ai icon

PAEBM.ai

AI-assisted Emergency Action Plan.

Builds emergency action plans aligned with ANM Resolution 95/2022 — downstream zoning, flood scenarios and stakeholder workflows.

  • ANM Res. 95/2022 · DCE / ZAS / ZSS structure
  • Emergency level matrix · response protocols
  • Stakeholder communication & drill scheduling
TCM AI Assessor icon

TCM AI Assessor

The Copper Mark pre-audit.

Upload policies, plans and reports and get all 33 RRA criteria evaluated with verdicts, verbatim evidence, gaps and recommendations.

  • 33 RRA criteria · Governance · Social · Environmental
  • Documents in any language · evidence with quotes
  • Demo-mode · no login · pre-loaded case
TSM.AI icon

TSM.AI

Towards Sustainable Mining pre-audit.

Get all 31 indicators across the 9 TSM protocols of the Mining Association of Canada evaluated on the C/B/A/AA/AAA scale, with verbatim evidence.

  • 9 protocols · 31 indicators · C/B/A/AA/AAA ladder
  • Documents in any language · verbatim evidence
  • Demo-mode · no login · pre-loaded case
SiteVisits.ai icon

SiteVisits.ai

AI co-pilot for site visits.

Capture findings on the field, classify against GISTM, TSM, CMSI and The Copper Mark, and generate inspection reports with traceable photographic evidence.

  • Mobile-first capture · photos · voice notes · GPS
  • Auto-classified · GISTM · TSM · CMSI · TCM
  • Inspection reports with verbatim observations

These are 7 of our 11 agents. See the full AI Agents catalog — including CMSI AI Assessor, RIDE Agent, Muiraquitãna and Data Riders Agent — for details, case studies and technical overviews.

The people

Mining disciplines, one practice.

Our team brings decades of field and governance experience across the technical disciplines mining actually runs on.

  • Geotechnics
  • Tailings management
  • Hydrology & water
  • Governance & standards
  • Sustainability & ESG
  • Applied AI
Meet the team
Ecosystem

Thinking, teaching, and public content.

All insights
Next step

Let's scope the right path.

Whether you need strategic advisory, audit readiness, technical support, or AI-enabled governance — a 30-minute call is usually enough to know if we're the right fit.