Energy · Operations

Samso Industry Demo · Updated May 2026

Operations for Energy

Upstream E&P ops is the headline function - lease + AFE + division-order extraction, field-ticket + run-ticket reconciliation, produced-water + SWD volume balancing, and regulatory + HSE form filing. 184 producing wells across 14 leases and 6 fields, 96.8% uptime against a 98% target, and an LOE per BOE of $11.20 we're driving toward $9.00. Samso runs the back-office workflows that gets crude from wellhead through LACT meter to revenue accounting.

Function KPIs · how the operations org reads its own week

Hours reclaimed / week

184

+96 LTMAcross lease docs · field tickets · produced-water · regulatory + HSE

Doc extraction accuracy

96.4%

+3.4pp LTMLeases · AFEs · division orders · run tickets · JOAs

LOE per BOE

$11.20

vs $9.00 targetWorkover + chemical + SWD pressure on three pads in Q1

Uptime

96.8%

vs 98% targetCompressor downtime + 2 surface-equipment failures · ESP swaps

Weekly hours reclaimed by upstream-ops workflow - last 12 weeks with cumulative overlay

WEEKLY · HRS / WK · STACKED BY WORKFLOW · CUMULATIVE HOURS OVERLAY · MOCK DATA

04692138184HRS / WK1.7K91496CUM HRSW1W2W3W4W5W6W7W8W9W10W11W12

Field-ops workflows

Lease + AFE + division-order + JOA extraction (lease catalog · revenue accounting feed)Field tickets + run tickets + chemical-service ticket reconciliationProduced-water + SWD volume reconciliation across pads + SWD facilities

Regulatory + HSE

Regulatory forms (OGOR · P-18 · APD · RRC) + HSE incident reporting + flaring + spill log

Twelve services · sized to energy

Each tile is what Samso runs in this function for a energy org.

01 · Service

Document Extraction Pipelines

Leases, AFEs, division orders, run tickets, JOAs, and gas-balancing reports parsed into structured fields - straight into the lease catalog and revenue accounting.

Docs / mo

5.2K

Accuracy

96.4%

Hours / wk

60

02 · Service

Project Management Tool Creation

Spud → drill → complete → flowback → first-production project management on the existing PM stack - engineering, ops, and field supervisors all see status.

Workflows live

10

Cycle time

−24%

03 · Service

Email Triage & Classification

Regulator (RRC · TCEQ · EPA), landowner, midstream, vendor, and HSE inbox triaged into categories with SLA timers for incident reporting.

Emails / wk

2.8K

Auto-classified

94%

04 · Service

SOP Generation from Recordings

Drilling-supervisor briefings, completion huddles, and HSE stand-downs drafted into SOPs - versioned per pad procedure change with rollback path.

SOPs / qtr

32

Update cadence

Quarterly

05 · Service

Cross-System Data Reconciliation

Daily recs across SCADA ↔ field ticket ↔ revenue accounting ↔ GL - break flags inside 15 min, hydrocarbon-allocation variance caught before close.

Recs managed

28

Break detection

15 min

Hours / wk

44

06 · Service

Internal Knowledge Base / RAG

RAG over the lease catalog, well-history, JOA terms, gas-balancing precedents, and offset-operator filings - sourced answers with citations for land + reservoir + ops.

Documents

32K

Queries / wk

720

Citation rate

100%

07 · Service

Workflow Orchestration Builds

AFE → spud → completion → flowback → first-production flows orchestrated across drilling, completions, facilities, and revenue accounting - HITL checkpoints for HSE sign-off.

Flows live

12

Steps managed

240

08 · Service

Contract Review & Extraction

Lease, JOA, gas-sales, transport, frac-services, and SWD contracts parsed for windowing, royalty triggers, and gas-balancing terms - flagged into land + ops + finance.

Contracts / mo

220

Clauses tracked

780

09 · Service

Reporting Pipelines

Daily production, weekly LOE-by-pad, monthly OGOR / P-18 / RRC, and quarterly reserve roll - auto-generated from SCADA, field-ticket, and revenue-accounting systems.

Reports / mo

32

Auto-coverage

94%

10 · Service

Calendar & Scheduling Agents

Rig moves, frac crew scheduling, completion windows, and SWD-truck dispatch scheduled across pads and basins - conflict-aware with weather and HSE windows.

Slots / wk

320

Conflict rate

1.8%

11 · Service

Audit & QA Automation

Produced-water + SWD volume audit, hydrocarbon-allocation QA, and run-ticket sampling - exception flags and remediation tracker for revenue accounting and field ops.

Tickets sampled / mo

1.4K

Allocation variance

0.6%

12 · Service

File Organization & Tagging

Well files, lease files, completion reports, and run tickets tagged for retention, regulatory hold, and audit trail - DAM hygiene enforced at ingest.

Assets tagged

184K

DAM compliance

98%

What you get · every week & every month

Concrete deliverables, not just dashboards.

Deliverable

Weekly LOE + uptime + reclaimed-hours report

Every Monday: hours reclaimed by workflow (lease docs · field tickets · produced-water · regulatory + HSE) with LOE-by-pad delta, uptime status, and SLA breaches flagged for ops.

Deliverable

Daily well-downtime + ticket-variance exception list

Top wells by downtime, ticket-variance flags, and hydrocarbon-allocation breaks - owner assigned with field-supervisor dispatch ETA tied to pad-route gating.

Deliverable

Monthly regulatory + HSE compliance audit

Active OGOR / P-18 / APD / RRC filing status, HSE incident log, methane / flaring / spill volumes, and TCEQ + EPA correspondence - refreshed monthly for legal + ops + HSE.

Deliverable

Always-on lease + well-history RAG

Lease catalog, well-history, JOA terms, gas-balancing precedents, and offset-operator filings searchable with citations - staff get sourced answers, audit log on every prompt.

Energy · Operations

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