All demosContract Intelligence · Oil & GasAnomaly Detection
Contract Intelligence · Oil & Gas

Stop Losing Bidsto Incomplete Specs

RFQs hide requirements across 300 pages. Our AI finds what standard review misses—before you submit.

Real example · Oil & Gas Project

Client asked for

5 analyzers, standard industrial spec

What AI actually found

7 instruments(2 missed in appendix B)
NEMA 4X certification(found in area classification drawing)
6 heated sample lines(specified in P&ID sheet 47)

Cost of missing this

$340K change order

Revive AI

Reduce review time, improve decision quality, and submit stronger bids with less risk

Ready to see it on your RFQs?

See this on your own documents

We'll run a live session with your actual RFQs. No setup, no commitment.

Book a meeting
What you'll see in the demo

Walkthrough of the live product on a real 312-page RFQ

AI extracts requirements across appendices and tag sheets

Configuration assembled from your component library

Three scope gaps surfaced with the constraint they violate

The real cost

The $2M Mistake

Scope gaps found after contract award cost you:

Engineering rework
200+ hours
Change orders
$500K – $2M
Project delays
3 – 6 months
Client relationship damage
hard to price

Cost of scope gaps by stage

Pre-submission review$8K

AI review cost

Post-award engineering$60K

rework + delays

Change orders$340K+

avg. per incident

Finding a gap during review costs a fraction of finding it after award. The earlier you catch it, the cheaper the fix.

Product Demo

From RFQ to bid — the real product, on simulated customer data

A walkthrough of the live Contract Intelligence product running on a simulated oil & gas RFQ. Watch AI extract requirements, assemble a configuration, and prove or break feasibility — end to end.

Want to see this on your own RFQs?

We'll run a live session with your actual documents. No setup. No commitment.

Book a meeting

Why configuration gaps are expensive

Specs hidden across appendices

Requirements appear in body text, tag data sheets, area classification drawings, and cross-referenced appendices. Each document adds constraints the next one depends on.

Interdependencies that aren't obvious

An area classification drawing mandates enclosure certification. A process stream count mandates a sample line count. These connections only appear when you read every document together.

Scope gaps found after award

A proposal based on an incomplete read of the RFQ creates scope gaps that surface during engineering. By then the contract is signed and the cost is yours.

Proved, not estimated

Most review processes rely on a person reading the draft against the RFQ by hand. Neurosymbolic reasoning returns a mathematical proof — either the configuration satisfies the spec, or it doesn't.

Ready to see this on your projects?

Run this on your
actual pipeline.

Schedule a 30-minute technical demo where we run a live analysis on an actual RFQ from your pipeline — with your engineering team on the call.

Book your technical demo

30 minutes · live RFQ analysis · your engineering team

🔒 Your documents remain confidential. We sign NDAs before any pilot.

What happens next

1

We review your submission

Within 24 hours — we confirm fit and send a calendar link

2

You pick a 30-minute slot

Video call with our engineering team, at your convenience

3

Live analysis on your RFQ

Bring your most complex recent project document

4

Pilot discussion

If there's a fit, we scope a custom pilot on your next bid

Not ready to commit to a demo?

⏰ Pilot slots for Q2 2026 are limited — 3 DCS manufacturers onboarding this quarter.