Work that had to survive production, not a demo.
A catalog consultant that refuses invented SKUs. Research and monitoring loops that still have an owner. Names of clients are omitted; the operating fact is not.
Dev-agent factory with an isolated falsifier
Draft code is generated on cheap workers; only an external gate can mark PASS, and a contradictory spec can fail as a spec defect instead of a faked test.
Read the case →Risk engineeringMultilayer stress tests for margin capacity
Pre-market risk scoring that took about three hours of sheets now runs in about ten seconds, with a missing stress field treated as a failed run rather than a green PASS.
Read the case →Market analyticsEarnings-season panel with multi-agent synthesis
A macro packet that took a desk four days now comes off an automated cycle in about fifteen minutes, with every numeral checked against the warehouse.
Read the case →Financial analyticsAudit of silent no-ops in analytics pipelines
Mean time to detect a dead pipeline fell from fourteen days of manual reconciliation to about thirty seconds at run time.
Read the case →Garden supplyGrounded garden consultant for a regional grower
Seasonal questions meet a catalog-bound answer or a human; named products and doses that are not in the base do not reach the user.
Read the case →ManufacturingAdaptive lead quiz for retail and wholesale
Discount hunters no longer reach the survey queue; the showroom receives a scored brief with source, not a number to cold-call.
Read the case →Specialty retailGrounded AI consultant for a technical catalog
Answers stay inside the catalog; unknown questions escalate instead of inventing SKUs.
Read the case →Fitness coachingAdaptive AI trainer for a coaching practice
One coach can keep individual weekly plans current for a roster of more than a hundred clients, with pain and missed sessions treated as inputs rather than ignored.
Read the case →Professional servicesHTML business card from a JSON profile
A shareable card is generated in seconds as one file that opens offline, with no build step and no third-party runtime.
Read the case →EducationInteractive math course as a single HTML file
A six-module interactive course ships as one HTML file in an afternoon instead of a weeks-long production cycle.
Read the case →Operator researchA 24/7 multi-agent monitoring fleet
Overnight collection and synthesis run without a person in the loop; action still waits for a human. The fleet was built over twelve months of iteration.
Read the case →Construction suppliesNightly price monitoring for a regional supplier
Six competitor sites are compared daily; a report that used to take days of copying is ready the next morning.
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