Seequent’s Role in Augmenting Geoscience Expertise

Why It Matters

Clean, governed subsurface data unlocks AI’s value, reducing costly rework and accelerating credible resource models, which directly impacts mining profitability and risk management.

Key Takeaways

• Mining specialists spend ~33% time on data management.
• <40% firms have defined data framework for AI.
• Seequent Evo provides cloud‑based, open, governed data platform.
• New integrations link Leapfrog with Orica drilling data.
• Clean, traceable data boosts AI model reliability.

Pulse Analysis

The mining sector’s rush toward artificial intelligence has exposed a fundamental weakness: fragmented, poorly validated subsurface data. Seequent’s research highlights that a third of geoscientists’ effort is consumed by data wrangling, and less than half of organisations have a clear data governance structure. Without clean, auditable datasets, AI models inherit errors, leading to misleading predictions and costly re‑interpretations. By positioning data quality as the prerequisite for AI, Seequent reframes the technology conversation from "AI first" to "data first," a shift that resonates with senior executives tasked with protecting capital expenditures.

To operationalise this philosophy, Seequent has rolled out several product upgrades. MX Deposit continues to streamline core and sample data capture, while Seequent Evo offers a cloud‑native, open‑architecture hub where geoscientists can ingest, curate, and share data across legacy and modern applications via robust APIs. Recent enhancements to Leapfrog, Imago and Driver embed validation checkpoints and audit trails directly into the modeling workflow, ensuring that AI‑driven insights are built on trustworthy inputs. Real‑world proof points, such as the SRK Consulting case where AI‑assisted reinterpretation of legacy drilling data produced a coherent model in minutes, illustrate the tangible efficiency gains when clean data meets advanced analytics.

Beyond tools, Seequent’s strategic integrations underscore a broader industry trend toward interoperability. Partnerships linking Evo with Deswik’s mine‑planning suite and Orica’s Axis Connect drilling platform enable seamless data flow from exploration to operation, reducing hand‑off delays and aligning multidisciplinary teams. This openness not only protects existing investments but also accelerates the transition from “more drilling” to “better decisions,” allowing companies to de‑risk projects earlier and allocate capital more intelligently. In a market where every drilling meter costs millions, Seequent’s focus on data foundations and collaborative workflows positions it as a catalyst for the next wave of productivity in mining.