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Plenec

Run your software organization as one connected system.

Plenec connects strategy, work, conversations, decisions, engineering context and delivery signals, so teams know what to build, have what they need to build it, and continuously improve how software gets delivered.

From strategy to software

Keep the why, what and how connected.

Software work rarely lives in one place.

Goals sit in planning tools. Requirements live in tickets. Decisions happen in meetings. Technical knowledge lives in documentation and people's heads. Execution happens somewhere else again.

Plenec connects these pieces around the work itself.

Context shouldn't have to be reconstructed every time work changes hands.

ALIGN

Connect strategy to execution.

Teams shouldn't need a quarterly presentation to understand what matters.

Plenec connects company goals, team goals and development work so teams can see why something matters while they're working on it.

Goals that stay connected to the work

Define company and team goals and connect them to the features intended to move them forward. See where development effort is going and whether it reflects the priorities of the business.

Automatic feature alignment

Plenec can help identify how development work contributes to existing goals, reducing the manual effort required to keep strategy and execution connected.

From activity to outcomes

Don't stop at knowing what shipped. Connect development work back to the outcome it was intended to create.

Goals/Increase self-service revenue
Company goalIncrease self-service revenue
Team goalIncrease customer self-service adoption
Linked featuresContribution
Customer self-service portal
High
New onboarding flow
Medium
Knowledge base integration
Medium
Conceptual example

Know why you're building it before you ask how to build it.

RUN

Give every feature the context it needs to move forward.

A ticket is rarely enough to build the right thing.

Requirements, questions, customer insights, dependencies and decisions emerge across conversations and tools long before implementation starts.

Plenec brings that context together around the feature.

Features/Customer self-service portal
FeatureCustomer self-service portalSupports: Increase self-service revenue
Refinement
Requirements5
Decisions3
Dependencies2
Open questions1
Requirements
Customers can upgrade and downgrade plans
Payment status must update immediately
Failed payments require recovery flow
+ 2 more
Open question
Do downgrades take effect immediately or at the end of the billing period?Needs a product decision before planning
Decisions
Use existing billing serviceProduct decision · Refinement meeting
Do not store payment detailsProduct decision · Slack #billing
ADR-018 · Billing events via event busArchitecture decision
Dependencies
Billing service API
Notification templates
Sources
MeetingRefinement · requirement and decision updated
Slack#billing · payment data discussion
Customer researchInterviews on plan changes

One place for the work

Keep requirements, open questions, dependencies, decisions and relevant sources connected throughout the lifecycle.

Context from where work already happens

Bring relevant information from meetings, Slack, Teams and other sources into the context of the work.

Know what's still unclear

Make open questions and missing decisions visible before they become expensive implementation loops.

Conversations become work

Don't write meeting notes. Move the work forward.

Refinements, check-ins and technical discussions exist to change something about the work. Plenec meetings are designed around that outcome.

Voice agents can participate in conversations and use tools to create or update structured artifacts while the discussion happens.

Refinement · Customer self-service portalPlenec agent
Anna · ProductDowngrades should take effect at the end of the billing period.
Jonas · EngineeringThen we keep it in the existing billing service. No new payment logic.
Anna · ProductThat answers the downgrade question from last week.
Mira · DesignWe'll need the new notification templates for the confirmation.
Customer self-service portalFeature updates
Requirement updatedDowngrades apply at end of billing period
Decision recordedUse existing billing service
Open question resolvedDowngrade timing
Dependency addedNotification templates
A refinement can
clarify a requirementresolve an open questionrecord a decisioncreate a bugupdate a feature
without requiring someone to reconstruct the conversation afterwards.

The output of a meeting shouldn't be another document. It should be a better state of the work.

From feature to implementation

Turn product intent into an engineering plan.

Once a feature is understood, Plenec helps turn its context into a concrete implementation plan. The plan can take into account:

feature requirementsdependenciesexisting architecture decisionsengineering practicesrelevant technical context

Before implementation begins, teams can review the approach and resolve issues at the level where humans create the most leverage.

Engineering practices become guardrails

The way your organization builds software shouldn't live only in the heads of senior engineers. Capture engineering practices and use them to evaluate implementation plans before work begins.

Decisions become organizational memory

Record important technical decisions as ADRs together with their rationale, alternatives and relationships to previous decisions. When decisions change, the history stays intact.

Review the approach before reviewing thousands of lines of generated code.

AI-native execution

Give AI the context your best engineers rely on.

Coding agents are increasingly capable of executing larger pieces of software work. But execution quality depends on what the agent knows.

Plenec makes product context, decisions, implementation plans, engineering practices and organizational knowledge available to AI systems, while keeping humans in control of critical decisions.

Humans set direction

Define outcomes, constraints and important decisions.

AI executes within context

Agents work with the knowledge and guardrails relevant to the feature.

Humans review what matters

Move human attention from manually executing every step toward reviewing plans, decisions and outcomes.

More AI autonomy requires better organizational context, not less human control.

IMPROVE

See how your development system actually performs.

Shipping tells you that work finished. It doesn't tell you why one feature moved smoothly while another spent weeks waiting, bouncing between teams or being reworked.

Plenec uses signals from the development process to make that system visible.

Insights/Development systemExample dataTeam level
FlowTime in refinement4.5 d
ReworkFeatures returning to discussion3 of 16
WaitingBlocked or waiting time2.5 dMostly waiting on decisions
Goal progressIncrease self-service revenue62%
Pulse
Clarity4.0
Workload3.0
Confidence3.5
Team average, scale 1–5

Understand flow

See how work moves through the development lifecycle and where it spends time.

Identify friction

Surface patterns such as waiting, rework, repeated clarification and unnecessary movement between stages.

Connect delivery to outcomes

Understand not only whether something shipped, but whether the work contributed to the goal behind it.

Add the human signal

Combine process signals with lightweight pulse feedback to understand how teams experience the system they're working in.

Measure the system. Not the individual.

Plenec is designed to help organizations improve how work gets done, not rank developers by commits, tickets or lines of code.

One continuous system.

Every feature creates new information about your product, your process and your organization. Plenec keeps that learning connected so the next cycle can be better than the last.

ALIGN

Decide what matters.

RUN

Turn intent into working software.

IMPROVE

Learn how the system can get better.

ALIGN → RUN → IMPROVE ↻
Built for European software organizations

Your organizational knowledge stays under your control.

Software development contains some of your company's most sensitive information. Plenec is designed around controlled access, transparency and responsible use of organizational data.

  • Hosting in Germany / EU
  • No customer data used for model training
  • Role and organization-based permissions
  • Consent and transparency controls
  • Traceability
  • Data protection and works council considerations
Start with your system

Where is your software delivery losing speed?

In a 45-minute Software Delivery Assessment, we'll look at how work moves from business goals to production, identify the biggest constraints in your current system and explore where AI can create meaningful leverage.

Assess your delivery →45 minutes · No preparation required · No generic product demo