Nikara's upstream practice brings data science rigour to every stage of the oil & gas value chain — from real-time geosteering to legacy data digitisation — and wraps it with the managed operations, staffing, and facility energy intelligence your team needs to move faster.
Three structural failures cost E&P operators millions of dollars per well — before a single barrel is produced.
Geological models are updated quarterly at best. Real-time formation data from the drill bit rarely feeds back into the model — geosteering operates on educated guesses.
Legacy well documents — mud logs, LWD reports, completion cards — sit in scanned PDFs, inaccessible to any analytics platform. Decades of subsurface insight locked in paper.
Non-productive time from wellbore instability, stuck pipe, and trajectory deviation can cost $150,000–$300,000 per day. Most operators lack the data models to predict it coming.
Each Nikara upstream tool is purpose-built for a specific data failure point in the E&P workflow — deployable independently or as an integrated stack.
Directional drillers operate with formation uncertainty between survey stations. The Cognitive Geosteering Advisor closes that gap: it processes LWD logs and formation markers in real-time and delivers a recommended trajectory update at every survey point.
Transforms scanned PDF well reports — mud logs, core analysis, completion reports — into structured, searchable database records. Zero manual re-entry. OCR + ML extraction delivers clean data in hours, not months.
The Below-Bit Ahead-of-Drill Model predicts formation properties 50–150 feet ahead of the current drill bit position — giving the drilling team time to adjust weight-on-bit, mud weight, and trajectory before encountering adverse conditions.
Systematic identification, classification, and remediation of missing or low-quality data zones across an asset's well log suite — before those gaps cause a bad well decision or failed reservoir simulation.
Automated quality control applied to incoming wireline, MWD/LWD, and core data — flagging spikes, environmental corrections, depth mismatches, and calibration drift before data enters your geological model.
AI-driven operational optimisation for producing assets — lifting equipment health, ESP failure prediction, separator efficiency, and production allocation. Keeps the producing well count up and intervention costs down.
Nikara's managed services and staffing practice means you don't need to build the team — we provide the domain experts, the operations desk, and the process infrastructure from day one.
24/7 operations desk managing IoT device health, platform alerts, data pipeline continuity, and escalation routing — so your team stays focused on decisions, not incidents.
Petrotechnical professionals placed on short-term and long-term contracts — geologists, petrophysicists, drilling engineers, and data scientists who know E&P workflows from day one.
Outsource the regulatory administration burden: REC procurement management, compliance reporting for 7 frameworks, energy audit coordination, and MNRE & BEE submission support.