Define the assignment
IP retains planning, dependencies, versioned implementation personas, work coordination, approvals, and the delivery record. Approved coding resources perform repository implementation and corrective work.
From approved work to independently verified change.
IncrementPilot plans and coordinates software delivery, gives approved coding resources a bounded assignment, and independently verifies the candidate they submit. Your team keeps a clear record of requirements, findings, decisions, and release evidence.
Your team retains authority over material scope and release.
Agents plan and designRequirements, architecture, experience design, and delivery boundaries
Resources implement; IP verifiesVersioned assignments, immutable candidates, independent checks, and bounded remediation
Humans govern deliveryA qualified software candidate with material scope and release authority retained by your team
ILLUSTRATIVE DELIVERY / IP-042GOVERNED
Approved business requirementAdd customer request managementApproved assignment → submitted candidate → independent verification
01
Plan & designNova / Orion / Iris · requirements, architecture, experience
READY02
Build the softwareApproved coding resource · frontend and backend work
DONE03
Independently challengeRex / Shield / Veil / Integration · review and test
RUNNING04
Remediate findingsApproved coding resource · corrective changes
AS NEEDED05
Qualify & prepare deliveryDrift / Gate · governed evidence and candidate handoff
GATEDCandidateBound
Review roles4
ReleaseHuman
Product model & evidence
Your coding tools. Independent product verification.
Verify the candidate
IP resolves the submitted commit itself, checks ancestry and scope drift, and independently reviews and validates the candidate. Worker test results and “safe to merge” statements remain reported claims.
Keep authority visible
Interactive assignment rules are not a guaranteed sandbox. Organization controls govern execution eligibility and data egress; product verification evaluates the submitted result. People retain acceptance and release authority.
R1 operating modelBuilt-in Forge and Pixel code generation is not offered in R1. Their retained role definitions are historical. IP’s product agents, independent review, evidence gates, and management UI remain central. Qualification applies to the exact candidate and evaluated workflow.
Exact repository identity
Organization-approved execution
Independent review
Fail-closed delivery gates
What it delivers
Coordinate delivery. Keep the evidence connected.
IncrementPilot is designed for product and engineering leaders who want AI to do meaningful delivery work while keeping the software process inspectable, bounded, and reviewable.
Move approved work into a bounded software candidate without losing the context and controls that make the change understandable.
Separate implementation from QA, integration, code, and security review so generated work cannot approve itself.
Keep candidate identity, test and review evidence, qualification state, and the human release decision connected.
Delivery capabilities
How IncrementPilot supports those outcomes across the software change lifecycle.
Move from intent to implementation
Connect business outcomes, stories, acceptance criteria, architecture constraints, and delivery plans so implementation starts from governed context.
Produce real software changes
Work against actual repositories, branches, environments, codebases, and delivery rules rather than isolated code-generation prompts.
Challenge the change independently
Separate implementation from code review, QA, integration, and security review so generated work cannot approve itself.
Remediate with evidence
Use reviewer findings, validation evidence, and bounded corrective loops to improve a candidate without turning remediation into uncontrolled regeneration.
Deliver with proof attached
Bind the candidate, test evidence, reviewer verdicts, qualification results, and release decision to the exact software change being delivered.
Refuse unsafe or ambiguous work
Stop when scope, identity, evidence, policy, cost, or review requirements are not satisfied instead of pushing a low-confidence change forward.
How it works
A governed delivery loop from approved work to a reviewable release candidate.
IP defines the work and verifies the result. Approved coding resources handle repository implementation; IP retains planning, review, evidence, and delivery gates.
Understand the work
Resolve repository identity, product context, story intent, acceptance criteria, dependencies, policies, and execution boundaries.
Generate a bounded candidate
An approved coding resource implements the assignment and submits an exact commit. IP retrieves and checks candidate identity, ancestry, and scope itself.
Evaluate and review
Check the diff and run separate code, QA, security, and integration review against the exact candidate.
Repair only what failed
Carry unresolved findings forward, make controlled corrections, and re-run real evaluation until the candidate passes or the bounded loop stops.
Qualify and prepare delivery
Require the right execution and application evidence before creating a governed pull request or handing the release decision back to people.
Specialists within the workflow
The five-stage lifecycle stays simple. The right agents join where their expertise is needed.
IP activates the appropriate product specialists for planning, coordination, review, and assurance. In R1, approved coding resources perform authoring and remediation; the retained Forge and Pixel definitions are historical.
Specialists govern the deliveryPlanning, design, coordination, independent quality review, and delivery each have focused responsibilities.
Implementation does not approve itselfIndependent reviewers challenge the exact candidate and its evidence.
Humans retain consequential authorityAgents prepare work, evidence, and recommendations; people control material decisions and release.
UNDERSTAND & PLAN
Clarify intent and set boundaries
Atlas, Petra, Nova, Sage, Orion, Iris
BUILD
Create the bounded candidate
Approved coding resource
EVALUATE & CHALLENGE
Test and independently scrutinize
Veil, Rex, Shield, Integration
REMEDIATE
Repair evidence-backed findings
Approved coding resource, then independent reviewers
QUALIFY & PREPARE DELIVERY
Prepare a governed handoff
Drift, Gate
Control which reviewed skills and qualified tools the delivery team is allowed to use.
Connects support needs and production signals back into evidence and the next delivery cycle.
Product specialists and retained role definitions
Stable identities make responsibility and separation of duties visible. Forge and Pixel are retained historical definitions, not active R1 authors.
ORCHESTRATION
Atlas
Technical delivery orchestrator
Coordinates runtime execution, governed handoffs, evidence, and lifecycle gates for approved work.
PRODUCT
Petra
Product ownership assistant
Supports business prioritization, scope, and acceptance recommendations while product authority remains human.
PRODUCT
Nova
Business analyst
Turns business needs into clear stories, acceptance criteria, and questions that need resolution.
PLANNING
Sage
Planning and flow facilitator
Maintains sequencing, progress, dependencies, and blockers across the approved delivery plan.
DESIGN
Orion
Architecture specialist
Defines the technical shape and boundaries that keep a change coherent with the wider system.
DESIGN
Iris
UI design specialist
Shapes user-facing journeys and design intent before implementation turns them into an interface.
BUILD
Pixel
Frontend developer
Historical frontend authoring role. Built-in code generation is disabled in R1; approved coding resources implement the interface.
BUILD
Forge
Backend developer
Historical backend authoring role. Built-in code generation is disabled in R1; approved coding resources implement services and data changes.
FUNCTIONAL QA
Veil
Story and acceptance QA
Tests intended behavior against the story and acceptance criteria before delivery can proceed.
INDEPENDENT REVIEW
Rex
Code reviewer
Challenges code quality, requirement alignment, and maintainability without reviewing its own work.
INDEPENDENT REVIEW
Shield
Security reviewer
Examines security, authorization, dependencies, and sensitive-data risks before promotion.
SYSTEM QA
Integration
Integration test specialist
Verifies cross-component and system behavior beyond an isolated story or component.
DELIVERY
Drift
Deployment specialist
Prepares controlled environments and deployment evidence for an approved release path.
DELIVERY
Gate
Release-readiness gatekeeper
Assesses release evidence and readiness while consequential production authorization remains human.
FEEDBACK LOOP
Echo
Support specialist
Connects production signals, incidents, and support needs back to the delivery process.
CAPABILITY GOVERNANCE
Lumen
Skill curator
Governs reusable delivery skills so learned practices are reviewed before they are reused.
CAPABILITY GOVERNANCE
Volt
Tool curator
Governs the tools agents may use so delivery remains within approved capabilities and policies.
Where it fits
Useful when delivery is too important for a code-generation shortcut.
Feature delivery
Carry a well-defined product story from approved scope through implementation, review, remediation, and preparation of a governed pull request when evidence passes.
Modernization work
Change existing codebases while preserving repository boundaries, architecture constraints, tests, and release evidence.
Cross-layer changes
Coordinate UI, API, data, configuration, and integration work where a change must remain coherent across multiple parts of the product.
Enterprise AI delivery
Use AI inside a controlled software lifecycle with explicit identity, permissions, review independence, auditability, and human release authority.
Enterprise assurance
The control layer is part of the product, not an afterthought.
IncrementPilot is built around evidence-bound delivery. The same workflow that creates software also records why the work was allowed, what changed, what passed, what failed, and who still owns the release decision.
ControlWhat it protects
Exact identityRepository, branch, candidate, actor, and evidence binding
Bounded executionOrganization eligibility, assignment scope, controlled verification, and runtime authority
Independent reviewImplementation cannot silently approve its own result
Evidence-backed gatesDelivery requires current validation and qualification evidence
Human release authorityAI can prepare a release candidate; people retain consequential promotion control
Deployment model
Designed to work with enterprise repositories, runners, policies, and environments.
The delivery path is intended to integrate with existing engineering controls rather than replace them with an opaque autonomous runtime.
Work against real source control
Bind work to exact repository and commit identities, preserve branch policy, and deliver through governed Git workflows.
Use controlled customer runners
Execute approved commands and validations inside bounded workspaces with explicit leases, tool policy, and evidence receipts.
Use the right model for the phase
Select approved harness/provider combinations explicitly. IP keeps its governed model calls; coding-resource reports do not become verified usage or outcome evidence.
Emporia · 5+1 product family
Five focused products. One shared foundation.
Choose the products your organization needs. Each is independently deployable above Agentic Foundation; connections between products are optional and preserve each product’s evidence and authority.
IPSoftware delivery
IncrementPilot
Plan approved work, coordinate coding resources, and independently verify each submitted software candidate.
Explore IncrementPilot MPSoftware modernizationModernize Pilot
Transform an existing system toward an explicit target, preserve required behavior, and independently assess the differences.
Explore Modernize Pilot CSEngineering investigationCauseSignal
Investigate incidents and defects with privileged server-side specialists, cited evidence, and explicit uncertainty.
Explore CauseSignal FTProduct intelligenceFoundryTrace
Reconstruct a source-bound product record with provenance, contradictions, freshness, and qualified baselines.
Explore FoundryTrace TPIndependent testingTestingTrace
Connect requirements, implementation, and risk to test design, controlled execution, and evidence-backed release advice.
Explore TestingTrace+1
Agentic Foundation
Mandatory embedded infrastructure for production deployments: identity, scope, policy, governed execution, evidence receipts, and usage accountability. Products own the meaning and qualification of their results.
Optional organization control plane
The shared architecture provides for federation, capability discovery, organization policy, entitlements, aggregate usage, audit, and STOP. Availability follows each deployment’s qualified capabilities.
Installing a companion product does not transfer its authority or automatically create a release gate. Additional cross-product requirements must come from explicit organization policy.
About Emporia IT →Enterprise briefing
See how governed AI delivery fits your engineering environment.
Discuss repository boundaries, delivery controls, review policy, deployment architecture, and qualification approach.
info@emporiait.com