Skip to content
Perform Logo
  • Services
    • Staff augmentationNobody free to run the build. Senior engineers inside your team, working your hours.
    • Legacy modernizationA system nobody wants to touch. Changed through the system of record, against a date that already exists.
    • AI deliveryAgents nobody can vouch for. The engineer who reviews the build did not write it.
    • ConsultingNo agreement on what goes first. Two to four weeks reading your systems, ending in one scoped build.
    • AssessmentA senior engineer reads your systems and names the first move.
  • Industries
    • Warehousing and FreightDispatch, re-routing, and the exceptions your WMS hands to a person.
    • Wholesale DistributionOrder capture, EDI, and the long tail keyed in by hand.
    • Food and BeverageLot traceability, production scheduling, and yield across plants.
    • Healthcare PracticesIntake, scheduling and charting, with every change passing audit.
    • All industriesThe same three steps in every industry we work in.
  • Customer stories
    • CamisA reservation platform that stopped needing a waiting room.
    • CommScope72 SAP test cases converted, and the capability left in-house.
    • All customer storiesBoth engagements, with the numbers and their sources.
  • Insights
    • The reviewer is the bottleneckFour surveys say the blocker moved from engineering to governance.
    • When staff augmentation failsFour failure modes named. Three of them are the vendor’s.
    • All insightsPositions on AI delivery, modernization and staffing.
  • Resources
    • AI assuranceWhy a sign-off written by the builder never enters a review.
    • Legacy modernizationThe constraint sits in the integration layer, before the model.
    • GlossaryFifteen terms buyers and vendors use differently, defined plainly.
    • Production readinessTen questions that decide whether an AI pilot gets past review.
    • All resourcesGuides, free to read, with no form in front of them.
  • Company
    • About PerformFounded by engineers in 2005. Self-funded since.
    • ContactThirty minutes with the engineer who would do the work.
    • CareersOpen roles, on our Greenhouse board.
Perform Logo
  • Services
    • Staff augmentationNobody free to run the build. Senior engineers inside your team, working your hours.
    • Legacy modernizationA system nobody wants to touch. Changed through the system of record, against a date that already exists.
    • AI deliveryAgents nobody can vouch for. The engineer who reviews the build did not write it.
    • ConsultingNo agreement on what goes first. Two to four weeks reading your systems, ending in one scoped build.
    • AssessmentA senior engineer reads your systems and names the first move.
  • Industries
    • Warehousing and FreightDispatch, re-routing, and the exceptions your WMS hands to a person.
    • Wholesale DistributionOrder capture, EDI, and the long tail keyed in by hand.
    • Food and BeverageLot traceability, production scheduling, and yield across plants.
    • Healthcare PracticesIntake, scheduling and charting, with every change passing audit.
    • All industriesThe same three steps in every industry we work in.
  • Customer stories
    • CamisA reservation platform that stopped needing a waiting room.
    • CommScope72 SAP test cases converted, and the capability left in-house.
    • All customer storiesBoth engagements, with the numbers and their sources.
  • Insights
    • The reviewer is the bottleneckFour surveys say the blocker moved from engineering to governance.
    • When staff augmentation failsFour failure modes named. Three of them are the vendor’s.
    • All insightsPositions on AI delivery, modernization and staffing.
  • Resources
    • AI assuranceWhy a sign-off written by the builder never enters a review.
    • Legacy modernizationThe constraint sits in the integration layer, before the model.
    • GlossaryFifteen terms buyers and vendors use differently, defined plainly.
    • Production readinessTen questions that decide whether an AI pilot gets past review.
    • All resourcesGuides, free to read, with no form in front of them.
  • Company
    • About PerformFounded by engineers in 2005. Self-funded since.
    • ContactThirty minutes with the engineer who would do the work.
    • CareersOpen roles, on our Greenhouse board.
Get in touch
Perform Logo

Resources

Guides and reference for AI work that has to pass review

Written for the person who has to get a build through the people who hold the release. No form in front of any of them.

Guide · 4 minute read

A team cannot validate its own AI, and whoever holds the release knows it

Why a sign-off written by the builder never enters a review, what happens to a pilot nobody kills, and the boundary that makes independent validation worth anything.

53%Have had an agent exceed its permissions
15%Know who owns most of their agents
Read it

Guide · 4 minute read

An agent that cannot write to your system of record is a demo

The constraint sits in the integration layer, well before the model. What it costs to build beside the record, and the dates that supply a forcing event.

82%Name data integration among their biggest AI challenges
Read it

Reference · 15 terms

Engineering and AI delivery terms

The same word often means one thing to a vendor and another to the client. 15 terms, each with what it changes about how work gets scoped and priced.

15Terms, with the consequence named for each
Read it

Guide · 3 minute read

10 questions that decide whether a pilot ships

A rollback path, an audit trail a reviewer will accept, a name on the sign-off, and the cost per 1,000 calls. Score your pilot before somebody commits to a date.

10Questions, with a scoring guide
Read it
Start with a conversation

30 minutes with the engineer who would do the work.

Perform

Systems too critical to fail, modernized by engineers who have lived inside audit and review.

12540 Broadwell Rd, Suite 2201
Milton, GA 30004

LinkedIn

Services

  • Staff augmentation
  • Legacy modernization
  • AI delivery
  • Consulting
  • Assessment
  • All services

Industries

  • Warehousing and Freight
  • Wholesale Distribution
  • Food and Beverage
  • Healthcare Practices
  • All industries

Customer stories

  • Camis
  • CommScope
  • All stories

Resources

  • AI assurance
  • Legacy modernization
  • Production readiness
  • Glossary
  • All resources

Insights

  • The reviewer is the bottleneck
  • When staff augmentation fails
  • All insights

Company

  • About
  • Contact
  • Careers
© 2026 Perform. All rights reserved. Privacy
  • About
  • AI Development That Gets Past Review
  • AI Readiness Assessment
  • Consulting, AI Delivery, and Engineering Staffing
  • Contact
  • Custom Software and AI Built Into Your Systems
  • Customer stories
    • Camis: the first season that opened without a waiting room
    • CommScope: the year performance testing moved in-house
  • Food and Beverage Software and AI
  • Healthcare Practice Technology
  • Hire Senior Engineers, Screened by Engineers
  • Home
  • Industries We Build For
  • Insights
    • Staff augmentation fails in four specific ways
    • The reviewer is the bottleneck
  • News
  • Privacy
  • Resources
    • AI assurance
    • Glossary
    • Legacy modernization
    • Production readiness
  • Strategic Engineering Consulting
  • Warehousing and Freight Software and AI
  • Wholesale Distribution Software and AI

Copyright © 2026 - Perform