01 · DECIDE + PROVE
Precise
Score cost, contribution, and performance. Define the policy pack. Preserve the decision and the resulting economic receipt.
Precise x Fou Analytics x Engrammatic
Bidstream economics, enforced.
Precise scores what earns its cost. Fou measures traffic authenticity. Engrammatic turns client-approved policy into pre-bid action before unwanted requests consume bidder QPS.
Bidstream economics, enforced · partnership concept2:15 · slow narration · English captions
A clean division of labor
Three layers. One controlled system.
Precise does not need to become a DSP or a fraud-measurement vendor. The partnership adds a governed execution surface beneath Precise's economic intelligence while keeping every role distinct.
02 · MEASURE
Fou Analytics
Observe served impressions and provide red, blue, mixed, or unobserved traffic evidence tied to campaign identifiers.
03 · ENFORCE
Engrammatic
Join Fou evidence to bidstream context and execute approved allow, bid-down, block, or sample decisions before bidder entry.
CLIENT CONTROLThe buyer keeps policy, activation, and final execution authority. Engrammatic is the bidder-side data plane, not the bidder.
The economic feedback loop
Truth becomes action. Action becomes proof.
Fou's served-impression observations train a client-specific sanitizer. Accepted requests reach the bidder. Bidder logs and outcomes return to Precise, where each intervention can be graded economically.
Observe reality
Fou connects campaign pixels or impression IDs to traffic-quality outcomes.
Apply policy
Engrammatic acts on entity history, rules, and learned similarity before bidding.
Use the clean stream
The client bidder spends QPS on a smaller, more intentional opportunity set.
Create the receipt
Precise compares cost, contribution, reach, and outcomes with an auditable record.
Policy closes the loop: the client approves the next action in Precise, and Engrammatic enforces it at line rate.
Controlled pilot
One bidder. One measurable proof.
The first deployment is designed to be reversible and falsifiable. Shadow the decision layer before activating a small live partition, retain a control group, and let Precise grade the result.
PILOT SEQUENCE
01 · BASELINEThirty days of bidder logs.
02 · SHADOWScore traffic without blocking.
03 · ACTIVATERoute 5-10% through the sanitizer.
04 · GRADEPrecise compares test and control.
bidder QPSinvalid trafficcostreachcampaign outcomes
Product fit is based on Precise's public contribution methodology and marketing-science framework, plus the Fou Analytics bidstream-sanitizer concept.