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The Data01 · you run everything

Built for the decision, not the dashboard.

Compression down to the serial number, frac to the fleet, casing to the grade, on one schema. The most granular read of the lower 48 anyone has built, and every row is there to feed a decision: which vendor to pick, or which account to win. You take it from there.

Data has exactly one job in this business: to feed a decision under risk. Which wells to drill. Which assets to buy. Which vendor to pick, or which account to call. Everything else is decoration.

Three cost systems · one view of the market

Deeper than anyone has gone, in all three. Compression, deepest of all.

We built each because we negotiate it, so each goes past the summary into the row that changes a decision. Together they map the system: casing is where new production lands, frac is how fast it comes on, compression is where the gas goes.

Deepest of the three
Compression Intelligence
Every unit, down to the serial.

Full lower-48 resolution, an ML model that assigns the vendor on every unit, and an uptime KPI backed into from production and fuel data. The one dataset no analyst, vendor, or operator has today.

Uptime by vendor — HP-weightedNO MNPI
Vendor A99.8%
Vendor B99.4%
Vendor C99.0%
Vendor D98.9%
Vendor E98.3%
production-continuity across the critical basins · illustrative, vendors redacted
Frac Intelligence
Every job, every fleet.

Three years of jobs across the lower 48, 98% vendor attribution, benchmarked to fleet-level performance: lateral feet, prop, fluid per day. How fast the volumes arrive.

Vendor A82
Vendor B76
Vendor C73
Vendor D60
Vendor E34
18 vendors ranked · lateral, proppant & fluid composite
OCTG · Casing Intelligence
Every string, by grade.

Casing movement across the lower 48, down to size, weight, grade, and OD, with import-driven supply dynamics. Where the new production centers are landing.

316.8M ft12-mo forward casing demand
P10 · 296.8MP50P90 · 333.8M
+30.3% vs the prior period · 10k-run Monte Carlo
Read one cost line against everything moving around it. That is the difference between a benchmark and a decision.
What the data does · both sides of the table

The same rows. Bought to spend less, or to sell more.

Operators — pay less
Know your buying power before you ask for a bid.
01Your revenue concentration across vendors, against nominal compression demand in your basin. Buying power, quantified.
02Primary-term exposure across every vendor in the space.
03Uptime, benchmarked by vendor and basin.
04Financial deep-dives on every vendor, and a customized RFP that expands your optionality.
05Your portfolio's term dates, tracked, so you time bids to the market.
Service companies — win more
Know the account before you walk in.
01Compression demand by operator, with the financial deep-dive underneath.
02Competitor primary-term exposure, surfaced as new swap leads.
03GTM planning, high-graded to the revenue that is actually winnable.
04Consolidation plays and older-unit swaps, identified.
The platform

All of it lives in one app, built the way operators actually work.

Switch between the operator's view and the vendor's view. Drill any basin, any vendor, any operator. Pull a briefing, the financials, the earnings call, the live activity, or just ask the Kalibr Agent.

Kalibr · Market Intelligence
Operator ViewVendor View
Well MapFacility ActivityBasin ActivityDrilling AnalyticsPermit SignalsWell Query
PERMIAN · LIVE ACTIVITY
Top operators
Devon Energy
Chevron
EOG Resources
Mewbourne Oil
ExxonMobil
Occidental Petroleum
Permian Resources
Matador Resources

Work with the data like we work with the data.

Every row is reachable by API and MCP, so you can plumb the whole census straight into your own models and agents. No gate, no upcharge, no metering. Most platforms sell you the dashboard and charge you again to get underneath it. We hand you the keys with the subscription.

# pull the whole board into your agent
GET /v1/compression/units?basin=permian
GET /v1/vendors/uptime?weighted=hp

# or connect the MCP server
kalibr-mcp → your agent
# included. no metering.
For service companies

Built for the seller's chair, for once.

Almost everything in this market was built for the buyer. This is built for the two decisions a seller actually makes: who to target so your best people create the most value, and the proof to win the room once you are in it. We read the capital stack to find the operators who need you most, score the whole peer set, and re-run the board every month as the filings and the expiry tape move.

A scored target board, one per basinOperator briefings on demandFleet benchmarking as a sales weaponThe capital-stack read on every account
The board — this month, one basinIllustrative · redacted
Operator APrime · closed
Operator BPrime · ABS
Operator CPrime
Operator DFocus
Operator EWatch
Operator FWatch
Operator GGrind
Operator HGrind
shorter bar = weaker walkaway = better target · re-scored monthly from filings + the expiry tape

Start with the number. The rest is yours to run.