Enterprise Knowledge Infrastructure

Give AI an understanding of your software.

Daleen inventories your codebase, captures institutional knowledge, builds Prompt Contracts, scores readiness, and gives AI agents the evidence they need to work inside complex enterprise systems.

Preview Prompt Wizard View plans

Understand Organize code, tables, screens, standards, decisions, and evidence.

Govern Turn AI work into scoped contracts with validation expectations.

Improve Measure cycle time, user intervention minutes, tokens, rework, and defects.

Daleen Control Room Readiness 82

Prompt Contract

Intent, scope, evidence, desired behavior, risk, validation, and open questions.

ClassifyFeature, bug, UI, schema, security, research.

ready

GateMissing data and unclear scope become visible.

review

Serve packetFiles, routes, tables, standards, tests, proof.

served

Prompt Contract Packet Validate Report

Homepage video

See how Daleen gives AI software understanding.

The launch video explains why AI needs enterprise context before it edits enterprise software.

60-75 second story

AI is powerful. AI lacks understanding. Daleen organizes your software so AI can work with evidence.

Enterprise Knowledge Infrastructure

Google organized the Internet. Daleen organizes your software.

AI is powerful, but it does not automatically understand the living enterprise behind the code. Daleen turns existing software, standards, decisions, architecture, workflows, and evidence into an organized understanding layer AI can use.

CodeFiles, symbols, endpoints

DataTables, fields, lineage

ProcessStandards, tests, workflows

MemoryDecisions, defects, evidence

Accepted problem

AI is powerful. AI lacks understanding.

Your enterprise already has the understanding AI needs, but it is scattered across code, databases, screens, documents, decisions, standards, people, and history.

Repeated discovery

AI burns time and tokens rediscovering context the enterprise already knows.

Wrong-file edits

Without system understanding, work drifts into unrelated files and risky assumptions.

Constant supervision

Human experts spend too much time steering, correcting, and restating intent.

Weak proof

Teams need evidence, validation, and readiness before AI work can be trusted.

How it works

Daleen sits between the human request, the enterprise software system, and the AI agent.

Inventory the system

Build a commit-scoped view of files, symbols, tables, endpoints, screens, standards, open items, and prior decisions.

Structure the request

Turn a vague ask into a Prompt Contract with task type, scope, current state, desired behavior, risk, validation, and readiness.

Serve the evidence

Give the agent the ranked evidence, blast radius, validation plan, standards, and first actions before code changes begin.

Measure the outcome

Track validation, rework, token usage, user intervention minutes, work quality, and enterprise efficiency.

First application

Prompt Wizard is being built to turn intent into governed AI work.

Prompt Wizard is planned as the first major guided application of Daleen. It is intended to create Prompt Contracts backed by software understanding, standards, evidence, and validation expectations.

Join Prompt Wizard launch

Clarify intent

Convert the human request into a structured work objective with known scope and open questions.

Attach understanding

Connect the task to relevant files, routes, tables, screens, standards, and prior decisions.

Create the contract

Produce a Prompt Contract with desired behavior, risk, evidence, validation, and readiness.

Prompt Wizard is planned for launch on Daleen. It is being built to turn intent into governed AI work backed by enterprise software understanding.

Evidence

Study in progress.

Daleen is designed to measure whether organized software understanding improves AI development work. Until the paired study is complete these are planned measurements—not marketing claims.

Cycle timePlanned

Prompt to first edit, first passing validation, accepted solution, and handoff.

User intervention minutesPlanned

Actual human time spent steering, correcting, clarifying, and reviewing AI work.

Tokens and costPlanned

Provider-confirmed usage where available, with estimates kept separate.

Rework and defectsPlanned

Wrong-file edits, rework loops, reviewer defects, escaped defects, and validation status.

Genesis story

Daleen was built inside a real enterprise rebuild.

Daleen was built while rebuilding Appsuite's enterprise platform. Genesis exceeds 250,000 lines of code and contains hundreds of tables and screens.

Every capability in Daleen exists because we needed it ourselves.

Codebase250,000+ lines

Enterprise surfaceHundreds of tables and screens

OriginBuilt during the Genesis rebuild

Plans

Start with control. Upgrade into governance.

Choose Individual or Business, pick a tier, set seats and usage guardrails, then move into checkout and provisioning. Prompt Wizard is the planned launch application for most teams.

Daleen Control

Entry

$--/seat

Low-cost scoping and control features for teams starting to govern AI development.

Startup pack and scoped work packet
Prompt intake and readiness gates
Validation checklist and proof trail
Basic workspace readiness

Daleen Prompt Wizard

Recommended

$--/seat

Prompt contracts, standards setting, review gates, and task-profile requirements.

Everything in Control
Prompt Contract Builder
Standards and validation policy matrix
Draft, review, override, and packet generation flow

Enterprise Intelligence

Scale

Custom

Admin dashboards, licensing, user analytics, usage governance, and audit exports.

Everything in Prompt Wizard
Governance profile, threat and compliance domains
Privilege drift and table ownership tracking
Admin dashboards, licensing, and audit exports
Planned: SSO and SCIM, retention policy, private deployment

Every plan includes generous usage allowances that scale with your team. You bring your own model API key — Daleen never resells tokens or marks up your provider bill. Usage is metered so you can see it, and overage exists only to catch runaway automation.

Usage estimator

Keep base subscription and metered usage separate.

Seats control access. API/model gateway usage, scans, and retained evidence storage are tracked against usage guardrails.

Seats 5 AI work cycles / month 120 Repositories 3

Customer trial

Buy the plan. Preserve the controls.

Create or reuse a customer account, approve subscription terms, choose invoice or BluePay token payment, and provision the first Daleen license.

Plan Account Payment Agreement Provision

Organization Selected tier Account owner Owner email Password SMS phone Billing email Technical administrator Payment method BluePay token Usage guardrail

Accept subscription agreement and recurring base subscription. Acknowledge metered API/model usage, scans, and retained evidence storage. Authorize Daleen onboarding to scan selected repositories after provisioning.

Provisioning bridge

The customer sees simple progress while Daleen creates durable entitlement facts.

Payment authorizeddone

Agreement accepteddone

Tenant createddone

License activateddone

Admin acceptedwaiting

Onboarding readyblocked

Tenantcustomer organization

Licenseactive entitlement

Seat poolnamed seats

Adminowner role

Billingsubscription link

Auditappend-only events

Onboarding

Connect the first workspace with explicit scan controls.

Daleen starts by registering a workspace, installing the extension, and running a governed inventory scan with exclusions and usage visibility so the understanding layer can begin forming.

Connect repository

Choose local workspace, Git provider, or private deployment path.

Install extension

Attach IDE and connection credentials to an active licensed seat.

Route gateway

Enable provider-exact usage and prompt-intake evidence where configured.

Source and access

Customer account

Daleen account workspace.

Review readiness, act on the next setup step, and manage the paid Daleen account without entering the Genesis admin surface.

customer-workspace

Workspace readiness

Start onboarding

Dashboard Developer pulse

Not loaded

Chat pressure Sign in to see readiness, prompt-cycle pressure, ambiguity, validation gaps, and the next action before continuing AI work.

Context Workspace

Access

Customer login

Invite Activate reserved seat

Email Activation token Display name Password Mobile phone optional

Not signed in.

Select a workspace command from the left menu. The center pane will hold the active work surface while the dashboard and active prompt stay pinned on the right.

OrganizationNot signed in

Latest plan-

Order-

Billing-

Purchased seats-named-seat entitlement

Assigned-no active license

Available-ready for invites

Onboarding-waiting for checkout

Active prompt AI session summary

Cycle status No active AI session Select a Prompt Contract and begin a session to track scope, work type, start time, and elapsed time here.

Start-

Elapsed-

Scope-

Work type-

Account operations

Payment

BluePay authorization

Waiting for checkout.

Hosted token Type

Waiting for a pending BluePay order.

Agreement

Subscription record

Agreement appears after checkout.

Version-

Accepted-

Metered usage-

Scan authorization-

Recommended next actions

01 Complete checkoutProvision the tenant, license, owner seat, and onboarding run.

02 Connect workspaceStart inventory after the customer account is active.

03 Invite seatsAssign purchased seats to named users.

Seats

Invite a named user

Reserve a purchased seat for a customer user. Seats stay separate from internal admin users.

Name Email Role

Waiting for an active license.

Onboarding

Connect first workspace

Queue the governed inventory scan after the customer approves access and scan controls.

Workspace Source Connection label

Waiting for checkout.

Communications

Business administration

Seats are the billable object. Connections are technical credentials.

This keeps ecommerce simple while preserving enterprise-grade provisioning and audit control.

Purchased seats12licensed object

Assigned84 available

Connections14technical credentials

Usage cap64%notify at 80%

User	Role	Seat	Connections	Usage
Maria Chen	Owner	active	3	18%
Drew Patel	Admin	active	2	11%
Jae Kim	User	invited	0	0%
Open seat	-	available	-	-

Give AI an understanding of your software.

See how Daleen gives AI software understanding.

Enterprise Knowledge Infrastructure

AI is powerful. AI lacks understanding.

Daleen sits between the human request, the enterprise software system, and the AI agent.

Inventory the system

Structure the request

Serve the evidence

Measure the outcome

Prompt Wizard is being built to turn intent into governed AI work.

Clarify intent

Attach understanding

Create the contract

Prompt Contract workspace

Study in progress.

Daleen was built inside a real enterprise rebuild.

Start with control. Upgrade into governance.

Daleen Control

Daleen Prompt Wizard

Enterprise Intelligence

Keep base subscription and metered usage separate.

Buy the plan. Preserve the controls.

The customer sees simple progress while Daleen creates durable entitlement facts.

Connect the first workspace with explicit scan controls.

Connect repository

Install extension

Route gateway

Source and access

Daleen account workspace.

Developer signals

Workspace

Readiness

Prompt Wizard

Signal detail

Latest activity

BluePay authorization

Subscription record

Recommended next actions

Invite a named user

Connect first workspace

Communications

Seats are the billable object. Connections are technical credentials.