Energy · Product

Samso Industry Demo · Updated May 2026

Product for Energy

E&P 'product' is decline-curve modeling, well-history search, hydrocarbon-allocation tools, and ESG dashboards - telemetry from pads + SCADA, field-staff feedback, and reservoir-engineering input turned into a workflow + agent roadmap. Every shipped change ships through reservoir-engineering and HSE review; Samso outputs are decision-support drafts, not autonomous well control. 9 active workflow builds across data, agents, and forecasting for a 184-well operator.

Function KPIs · how the product org reads its own week

Active workflow builds

9

Across data · agents · forecasting3 decline-curve · 2 well-history · 2 allocation · 2 ESG dashboards

Decline-curve forecast accuracy

88%

12-mo back-testHyperbolic + Arps fit on 184-well portfolio · b ~1.1

Search → action conversion

32%

vs 42% targetWell-history retrieval surface + zero-result rate the focus

Time-to-pilot per workflow

7 wk

−4 wk LTMReservoir-eng review checkpoint built into the cadence

Monthly pad + corporate signals by source - last 12 months with open product tickets overlay

MONTHLY · SIGNALS / MO · STACKED BY SOURCE · OPEN TICKETS OVERLAY · MOCK DATA

091182273364SIGNALS / MO645036OPEN TICKETSJUNJULAUGSEPOCTNOVDECJANFEBMARAPRMAY

Pad + field signals

Well-pad telemetry + SCADA + production monitoring (184 wells · 6 fields)Field-staff feedback + drilling-supervisor huddles + production foreman inputCorporate (analyst + finance + land + reservoir engineering)

External signals

Peer-operator filings + sell-side analyst notes + regulator feedback (RRC · TCEQ · EPA)

Twelve services · sized to energy

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

01 · Service

Customer Interview Synthesis

Field-supervisor and reservoir-engineer interviews synthesized with telemetry overlay - pad, basin, and stream-mix signals routed to the right workflow pod.

Interviews / qtr

48

Themes surfaced

28

02 · Service

Feature Request Triage

Inbound from field-staff Slack, drilling-supervisor briefings, reservoir-eng requests, and corporate analyst asks deduped, scored, and routed by area (data · agents · forecasting).

Requests / mo

640

Auto-triaged

82%

03 · Service

PRD Generation

PRDs drafted from field requests, telemetry, and regulatory-audit findings - reservoir-eng, HSE, and revenue-accounting constraints captured at the spec stage.

PRDs / qtr

12

Time to draft

−38%

04 · Service

Roadmap Drafts from Research

Quarterly roadmap drafts across decline-curve modeling, well-history search, allocation tools, and ESG dashboards - built from telemetry, field requests, and corporate input.

Areas covered

4

Refresh cadence

Quarterly

05 · Service

User Persona Builds

Drilling supervisor, production foreman, reservoir engineer, landman, and IR / analyst personas grounded in usage telemetry - refreshed annually with field interviews.

Personas live

5

Refresh

Annual

06 · Service

Competitive Feature Matrix

Live matrix of peer-operator data tooling, ESG platforms, and reservoir-engineering software - workflow coverage, integration depth, and field-tablet UX - refreshed monthly.

Operators tracked

10

Cadence

Monthly

07 · Service

NPS & Survey Analysis

Field-staff and corporate tooling survey verbatims clustered into themes - workflow friction, dashboard frustration, and tablet UX ranked by user-segment impact.

Responses / qtr

1.2K

Themes / qtr

24

08 · Service

Release Notes Automation

Workflow + dashboard + tablet release notes assembled from PRs, tickets, and field-validation logs - auto-versioned per release train for ops and corp.

Surfaces

6

Releases / mo

8

09 · Service

Usability Test Synthesis

Moderated and unmoderated tests on field-tablet flows for ticket entry, run-ticket capture, and HSE forms - gloved-hands, sun-glare, low-signal conditions explicit.

Sessions / qtr

32

Findings / qtr

120

10 · Service

Feature Scoring (RICE/ICE)

Backlog scored against LOE / BOE lift, uptime delta, regulatory-risk reduction, and field-staff hours saved - rationale captured for every score.

Items scored / qtr

180

Score variance flagged

10%

11 · Service

Beta Feedback Rollups

Field beta cohorts on new tablets, dashboards, and decline-curve tools feeding weekly rollups - themes, blockers, and adoption deltas in one read.

Beta cohort

32 field staff

Cadence

Weekly

12 · Service

Product Strategy Briefs

Strategy memos on basin focus, completion-design pivots, ESG roadmap, and data + agent prioritization - tuned to reserve-report and revolver-redetermination cycles.

Briefs / qtr

4

What you get · every week & every month

Concrete deliverables, not just dashboards.

Deliverable

Weekly workflow-build status

Every Monday: per-workflow build status with telemetry-coverage delta, field-validation results, reservoir-eng-review queue, and the top 3 product tickets blocking lift.

Deliverable

Monthly field-tablet adoption + UX summary

Per-tablet usage rollup covering ticket-entry adoption, run-ticket capture rate, HSE-form latency, and learnings for ops + reservoir-eng + HSE review.

Deliverable

Quarterly data + agent roadmap brief

Roadmap covering decline-curve modeling, well-history search, allocation tools, and ESG dashboards - refreshed quarterly with reservoir-eng and HSE remediation plan.

Deliverable

Always-on field-feedback portal

Live aggregated feedback portal across field-staff, drilling-supervisor, reservoir-eng, and corporate channels - refreshed daily on the Head of Data + COO desktop.

Energy · Product

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