Compose
Design direct or orchestrated AI systems from approved agents, models, and delivery patterns.
From prompt to production.
Compose. Connect. Govern. Operate.
Compose customer AI systems, connect only approved capabilities, and carry them from prompt to governed production operations.
Open architectureGovernance by designPlatform choice
Turtle workspaceSystem readiness 82%
System composer
Customer service intelligence
01 Orchestrator Approved02 Agent team 3 agents03 Context · memory · skills Governed04 Connection Control Active
Live system map
Prompt
Orchestrate
A1A2A3
Governed output
1 approval gate7 governed connectionsTrace active
One connected control plane
Move beyond isolated agents and disconnected pilots.
Turtle brings the complete customer AI system into one governed experience. Teams configure only approved services, assign capabilities to each agent, test behavior, retain human control, and operate the system with evidence.
OpenWork across approved frameworks, clouds, and platforms.ConnectedCoordinate agents with context, memory, skills, tools, and workflows.GovernedMake connection controls, approvals, and evidence part of delivery.OperationalObserve incidents and automate only approved, reversible remediation.
Platform capabilitiesBuild the system,
Build the system,
not the plumbing.
Turtle connects the decisions and controls required to turn an AI concept into a dependable operating capability.
Connect
Govern approved context, memory, skills, source, tools, APIs, and enterprise services.
Validate
Evaluate quality, safety, grounding, cost, evidence, and readiness before production.
Control
Apply policy, identity, human approvals, connection lifecycle, and traceable accountability.
Operate
Observe systems, investigate incidents, automate approved remediation, and improve over time.
From prompt to productionOne lifecycle.
One lifecycle.
Continuous control.
Every stage carries the context, decisions, evidence, and accountability required for the next.
Customer use casesReal work.
Real work.
Governed execution.
With approved source access, live connectors, observability, reusable skills, and human approval gates, Turtle can coordinate meaningful work across the technology lifecycle.
01Priority use case
Application modernization assessment
Analyze repositories, dependencies, architecture, risk, and cloud readiness to produce a governed assessment and modernization roadmap.
02Priority use case
Software delivery and release governance
Check evaluations, security gates, approvals, deployment plans, rollback evidence, and release readiness before governed pipeline handoffs.
03Priority use case
Production incident investigation
Correlate alerts, logs, traces, runbooks, tickets, and recent changes to prepare a human reviewed incident summary and recommended next actions.
04Engineering
Legacy code discovery and documentation
Create codebase maps, service inventories, API documentation, data flow diagrams, and architecture decision records from approved repositories.
05Modernization
Cloud migration planning
Combine application analysis, infrastructure data, and customer standards to recommend migration waves, target architectures, cost considerations, and delivery backlogs.
06Operations
Customer support operations
Use approved product, policy, and case context to draft responses, summarize cases, identify escalations, and update service workflows after approval.
07Trust
Security and compliance evidence
Review code, configurations, policies, controls, and delivery artifacts to assemble audit evidence, identify gaps, and route remediation work.
08Knowledge
Enterprise knowledge operations
Curate approved knowledge, identify stale or conflicting content, create reusable skills, and provide grounded answers with traceable sources.
09IT operations
IT service change management
Draft change records, assess impact and dependencies, attach evidence, route approvals, and update service management workflows without unsupervised production change.
10Acceleration
Reusable AI system delivery
Package proven agents, skills, policies, workflows, and connection patterns into customer specific systems while preserving isolation and governance.
Strong starting points
Application modernization, release governance, and incident operations make early use of Turtle's complete model: source, agents, memory, skills, evaluation, observability, approvals, and service management.
Apakan intellectual property
The foundations behind Turtle.
Turtle brings Apakan methods, reusable engineering assets, and delivery controls into one coherent experience.
01
AIPDLC
A governed product lifecycle from opportunity through operation.
Discuss this foundation ↗02Memory & skills
Approved memory scopes and versioned reusable capabilities for each agent.
Discuss this foundation ↗03Enterprise RAG
Grounded knowledge experiences with permissions and citations.
Discuss this foundation ↗04Evaluation
Repeatable measures for quality, safety, readiness, and value.
Discuss this foundation ↗05Governance
Decision controls, system records, evidence, and accountable ownership.
Discuss this foundation ↗06Security
Identity, access, data protection, monitoring, and secure delivery patterns.
Discuss this foundation ↗Customer demonstration
See Turtle applied to your AI system opportunity.
Bring a modernization, delivery, operations, support, or governance challenge. We will shape the demonstration around your environment, approved platforms, and the decisions your team needs to make next.
Request a Turtle demo →