MODERNATE
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AI-powered software modernization

Modernize your software. With clarity and control.

MODERNATE coordinates system analysis, requirements, architecture, implementation and validation across one governed AI lifecycle—from existing software to a modernized or rebuilt system. It asks when clarification is needed. Mandatory human approvals govern critical decisions.

Request a demoSee how it works
Specialized agents · one controlled system
AnalysisRequirementsArchitectureImplementationVerification
Lifecycle Core · 8 phases · illustrative walkthrough
Modernized software
VERIFICATION
✓Requirements met
✓Functionality verified
✓Results documented
✓ Modernized software · Verification complete
✓Business logic
✓Data
✓Interfaces

Software · Documentation · Verification

∞ MODERNATE
VERIFIED RESULT

Modernized software

  • ✓ Requirements checked
  • ✓ Functionality tested
  • ✓ Decisions documented
08 / 08

Independently verify the complete result.

Check software against requirements and decisions, and retain documented verification results.

01Evidence-backed
02Human-approved
03Architecture-aware
04Continuously verified
The Lifecycle Core

One governed lifecycle. From intent to verified change.

Eight protected phases create a repeatable path through discovery, design, delivery, and verification. Project extensions can add context—but never weaken the core.

1Plan & Scope2Gather Data3Analyze System4Define Needs5Design Solution6Break Down Work7Build & Test8Quality Check∞LIFECYCLE COREcore.lifecycle@2LOCKED · 8 PHASESProject flow entersINVerified result returnsOUTEnrichEPreparePEnrichEEnrichEValidateVEnrichEValidateVEnrichEValidateVEnrichEValidateVPreparePCompleteCEnrichEValidateV
01 / 08
Active phase

Plan & Scope

Define goals, boundaries, responsibilities, and authorization.

E · Enrich
Product tour

See the governed agent system in action.

This short product tour shows how MODERNATE connects project inputs, specialized guidance, the protected eight-phase Lifecycle Core, and governed outputs in one visual workspace.

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MODERNATE Builder workspace with project resources, agent instructions, the eight-phase Lifecycle Core, and the project workflow inspector.
Inside MODERNATE Builder

One workspace for context, agents, and the Lifecycle Core.

Resources, project-specific instructions, and data connections enter on the left. The protected Lifecycle Core coordinates the eight phases in the center, while project configuration and governed bindings remain visible on the right. Project context stays flexible without weakening lifecycle control.

For accountable decision-makers

When software becomes a constraint on business strategy.

MODERNATE is built for organizations where critical software must evolve—but uncertainty, dependencies, and governance make every material change difficult to plan.

01

Critical systems slow down change

New products, processes, and integrations take too long because every change can trigger consequences that are difficult to assess.

02

Dependencies are no longer fully understood

Knowledge is fragmented, documentation is outdated, and essential context depends on a small number of people.

03

Modernization is difficult to plan

Scope, cost, and timelines move as hidden risks emerge during implementation.

04

AI should accelerate—without removing control

Automation is welcome, but decisions, architecture, and results must remain reviewable, approved, and evidenced.

CEO / Executive leadership

Faster strategic execution and lower modernization cost

CTO / CIO

Architecture control, risk transparency, and technical traceability

Program & project leadership

Predictable scope, measurable progress, and defensible evidence

A governed agent system—not another code generator

Software modernization becomes manageable when the system can explain itself.

MODERNATE builds a living model of the software landscape, connects intent to implementation, and keeps every critical decision reviewable.

01

Living system model

Structure, behavior, knowledge, and relationships stay connected as the system evolves.

02

Dependency and risk intelligence

Critical connections, uncertainty, and likely impact become visible before change begins.

03

Controlled transformation plans

Modernization is organized into explicit, reviewable, lower-risk increments.

04

Architectural drift control

Accepted requirements, architecture, implementation, and evidence remain aligned.

Control by design

Flexible where projects differ. Locked where trust depends on it.

01

Platform Kernel

Protected runtime, persistence, security, governance, and orchestration.

02

Lifecycle Core

Sealed phases, transitions, approval gates, and required artifacts.

03

Capability Library

Approved agents, tools, adapters, validators, and test runners.

04

Project Extension

Project context and stricter rules without weakening platform safeguards.

Human authority

Automation where it helps. Human control where it matters.

✓

Independent analysis

Current-state evidence stays separate from desired outcomes to reduce confirmation bias.

✓

Architecture approval

Material design decisions require explicit human approval tied to an exact version.

✓

Implementation limits

Retries, cost, resource use, and side effects remain bounded and observable.

✓

Behavior preservation

Existing behavior is tested; intentional changes trace to an authorized requirement.

Operational advantage

Faster progress without trading away predictability.

  1. 01

    Less time rediscovering architecture and dependencies

  2. 02

    More predictable transformation scope, effort, and risk

  3. 03

    Traceability from business intent to verified implementation

  4. 04

    Earlier detection of regressions and architectural drift

  5. 05

    Reusable project knowledge instead of repeated manual analysis

  6. 06

    Clear human accountability for material decisions

Target impact

A step change in modernization economics.

Up to5×

faster delivery

Shorter paths from system understanding to verified change.

Around70%

lower development cost

Less repeated analysis, coordination, rework, and manual transformation effort.

Target potential for suitable modernization projects, based on the current MODERNATE delivery and cost model. Actual results depend on system condition, scope, integrations, quality requirements, and approval effort; they are not guaranteed.

Built-in observability

Every accepted change leaves evidence.

Phase state, decisions, artifact fingerprints, tests, stop reasons, and cost signals remain connected—so progress is explainable, not merely reported.

Example · verification.run@18ACCEPTED
REQUIREMENTREQ-042
DECISIONADR-018
TESTVER-209
ARTIFACT FINGERPRINTsha256:9e3c…a72f
MODERNATE DIFFERENCE

Modernization with MODERNATE is different.

Traditional approachWith MODERNATE
Fragmented discoveryA living system model
Implicit decisionsVersioned approvals
One-off migration projectContinuous evolution
Late regression detectionEvidence throughout the lifecycle
Unbounded AI executionGoverned agents and explicit limits
Start with understanding

Make the next software decision with better evidence.

Tell us which system, transformation, or modernization decision you need to bring under control.

Request a MODERNATE demo