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The unified AI-Enabled developer platform

Everything your developers need in one place: service catalog, self-service actions, SRE capabilities, and tech radar.

At Exemplar, we build dev tools so you don't have to.

use our AI Assistant or CLI or Dashboard to get started in 30 seconds

AI Assistant Across Platform Features

Experience intelligent assistance powered by AI co-pilots integrated throughout the platform. Get contextual help, automated recommendations, and natural language interactions for every feature.

Service Catalog AI
AI-Powered

User: "Find all services using Redis that haven't been updated in 6 months"

AI Assistant: Found 3 services: payment-service, cache-layer, session-store. payment-service has critical security updates available.

Natural language service discovery
AI-powered dependency analysis
Intelligent service recommendations
SRE Co-pilot
AI-Powered

User: "Why is the checkout service experiencing high latency?"

AI Co-pilot: Detected 40% increase in response time. Root cause: database connection pool exhaustion. Recommended: scale database connections or add connection pooling.

Automated incident root cause analysis
Predictive alerting with AI insights
Intelligent remediation suggestions
Webhooks AI Assistant
AI-Powered

User: "Create a webhook that retries failed deliveries with exponential backoff"

AI Assistant: Created webhook with retry policy: max 5 retries, exponential backoff (1s, 2s, 4s, 8s, 16s). Monitoring enabled for delivery status.

Natural language webhook configuration
AI-optimized retry strategies
Intelligent delivery failure analysis
Automation Co-pilot
AI-Powered

User: "Set up a workflow to auto-scale services when CPU exceeds 80%"

AI Co-pilot: Created automated workflow: Monitor CPU → Scale up by 2 replicas → Wait 5 min → Re-evaluate. Applied to production services with guardrails.

Conversational workflow creation
AI-suggested workflow optimizations
Intelligent action recommendations
Tech Debt AI Assistant
AI-Powered

User: "What's the highest priority tech debt in my team's services?"

AI Assistant: Top priority: payment-service uses deprecated API (security risk). Impact: 15 services depend on it. Estimated fix: 2 days. Recommended action: Migrate to v2 API with backward compatibility.

AI-powered debt prioritization
Automated remediation suggestions
Impact analysis and risk assessment
Infrastructure Co-pilot
AI-Powered

User: "Provision a new microservice with PostgreSQL, Redis, and monitoring"

AI Co-pilot: Scaffolded service with: PostgreSQL (HA), Redis cache, Prometheus metrics, health checks, and CI/CD pipeline. Applied security best practices and compliance guardrails.

AI-powered infrastructure scaffolding
Intelligent resource provisioning
Automated best practice enforcement

Everything you need, nothing you don't

One platform that replaces all the internal tools, workflows, and infrastructure you'd otherwise have to build yourself.

For Developers
Self-service actions and workflows at your fingertips
Service catalog, APIs & dependency management discovery
Self-service actions for provisioning, deployments, and more
SRE capabilities: Status boards, third-party vendor monitoring, and incident management
For Platform Teams
Governance, compliance, and operational visibility
Centralized service catalog management
Approval workflows and compliance checks
Tech radar for technology decisions & planning
For Engineering Leaders
From governance to assurance, visibility on your team's performance via DORA / SPACE metrics.
Reduce developer onboarding time by 50%
Standardize development practices by 80%
Faster development cycles by 30%
Reduced operational overhead by 40%, improving developer productivity

Core Platform Features

Everything you need to build a world-class developer experience across SDLCs

SRE

Status Boards
Service health dashboards
Monitoring
Real-time status boards for service health, uptime monitoring, and SLA tracking with visual health indicators and automated alerting.
Third Party Vendor Monitoring
Track vendor health and status
SRE
Monitor third-party vendor status, integration health, and dependency tracking to ensure service reliability and quick incident response.
Incident Management
Streamlined incident response
Operations
Complete incident management workflows with tracking, response coordination, post-mortem analysis, and automated escalation policies.

Service Catalog

Service Discovery
Find and explore services
Core
AI-powered search to find internal & external services by name, technology, owner, or SLA requirements. Auto discovery of services via eBPF and other telemetry sources.
Health Monitoring
Track service health and SLA
Monitoring
Real-time health tracking with SLA monitoring and automated alerting for service issues.
Dependency Mapping
Visualize service relationships
Architecture
Visualize service dependencies and understand impact of changes across your architecture via SBOM (Software Bill of Materials) & Tech Radar

Automation

Action Workflows
Automate common tasks
Automation
Execute out of the box workflows & actions across your tools spanning across DevSecOps and Governance. Use MCP to access your tools and infrastructure.
Webhook as a Service
Event-driven integrations
Integration
Create and manage webhooks for event-driven integrations, receive real-time notifications from third-party services, and automate workflows based on external events with secure endpoint management.
Approval Gates
Enforce compliance policies
Governance
Automated approval workflows and compliance checks to ensure governance standards are met with audit logs and compliance reports.

Engineering Insights

Productivity Scorecard
Track team performance
Analytics
Comprehensive productivity metrics including DORA metrics, velocity tracking, and developer productivity insights.
Tech Debt Tracking
Monitor and manage debt
Quality
Automated tech debt detection, prioritization, and tracking with AI-powered recommendations for remediation.
Actionable Pointers
AI-driven insights
AI
Get intelligent recommendations and actionable insights to improve code quality, reduce technical debt, and boost productivity.

Direct MCP Integration

Use Exemplar directly from your favorite AI coding assistants. No need to switch tools or leave your development environment.

Native integration with Cursor via MCP
Works seamlessly with Claude Desktop
Access your platform tools directly from AI chat
Model Context Protocol (MCP) powered

MCP-Compatible Tools

SUPPORTED
Cursor

AI-powered code editor with native MCP support

Claude Desktop

Anthropic's desktop app with MCP integration

Connect Exemplar to your MCP-compatible tools and access all platform features directly from your AI assistant.

Service Catalog & Discovery

HEALTHY

User Authentication Service

PLATFORM
NODE.JS
v2.1.4
HEALTHY
99.9% SLA

Centralized authentication and authorization service with OAuth2 and JWT support

Owner: platform-team@company.comDependencies: 3 servicesLast Deploy: 2 hours ago

Payment Processing Service

PAYMENTS
JAVA
v1.8.2
HEALTHY
99.95% SLA

Secure payment processing with support for multiple payment providers and fraud detection

Owner: payments-team@company.comDependencies: 3 servicesLast Deploy: 1 day ago

Order Service

ORDERS
JAVA
v2.0.1
DEGRADED
95.2% SLA

Order management service with inventory and shipping dependencies

Owner: orders-team@company.comDependencies: 2 servicesLast Deploy: 3 days ago
Dependencies:
Inventory Service
Shipping Service

Inventory Service

INVENTORY
PYTHON
v1.5.3
CRITICAL
87.1% SLA

Real-time inventory management with stock tracking and warehouse optimization

Owner: inventory-team@company.comDependencies: 1 serviceLast Deploy: 5 days ago

Notification Service

NOTIFICATIONS
GO
v2.3.0
HEALTHY
99.8% SLA

Multi-channel notification delivery via email, SMS, and push notifications

Owner: platform-team@company.comDependencies: 0 servicesLast Deploy: 1 week ago

Service Catalog & Discovery

AI-powered service discovery with intelligent dependency mapping, health monitoring, and operational insights.

Status boards for real-time service discovery and health monitoring
Real-time health monitoring with SLA tracking and alerting
Visual dependency mapping and impact analysis
Owner tracking and deployment history

Tech Radar Integration

Technology assessment and decision-making insights integrated directly into your service catalog.

Technology assessment: Categorize technologies using Tech Radar methodology (Adopt, Trial, Assess, Hold)
Migration planning: Comprehensive migration plans with cost analysis and risk assessment
Best practices: Golden path recommendations and adoption metrics tracking
Service-level tech stack visibility: See technology decisions at a glance for each service

Tech Radar Quick View

LIVE
ADOPT
Kubernetes
PostgreSQL
React
TRIAL
Kafka Streams
GraphQL
Terraform
ASSESS
WebAssembly
Rust
gRPC
HOLD
XML-RPC
SOAP
jQuery
Adopt: 12
Trial: 8
Assess: 5
Hold: 3
Total: 28 technologies

Self-Service Actions & Workflows

Empower developers with automated, compliant workflows. No more waiting for platform teams.

Self-Service Actions

Create a Kafka Topic

Create a new Kafka topic with specified partitions and replication

Executions: 12Status: Active
Kafka Admin

Create GitHub Secret

Add a new secret to GitHub repository

Executions: 8Status: Active
GitHub API

Create Database

Provision a new database instance

Executions: 6Status: Active
Terraform

Deploy Application

Deploy application to staging/production environments

Executions: 24Status: Active
Kubernetes

Security Scan

Run comprehensive security vulnerability scans

Executions: 18Status: Active
Snyk

Create S3 Bucket

Create a new S3 bucket with specified permissions and lifecycle policies

Executions: 24Status: Active

Scale Resources

Scale Kubernetes deployments or cloud resources

Executions: 15Status: Active

SRE Operations

Comprehensive SRE capabilities for monitoring, incident management, and operational excellence. Track service health, monitor third-party vendors, and manage incidents efficiently.

Status boards for real-time service health and SLA monitoring
Third-party vendor status monitoring and integration health tracking
Incident management workflows with tracking and response coordination
Automated alerting and escalation policies
Post-mortem analysis and incident reporting

SRE Dashboard

Real-time operational visibility

Status Board

LIVE
Services
Payment Service
99.9% Uptime
Auth Service
99.8% Uptime
Order Service
95.2% Uptime
Third-Party Monitors
Stripe API
Operational
SendGrid
Degraded
AWS S3
Operational
Auth0
Outage
INCIDENT #INC-2024-001
CRITICAL

Payment Service - High Error Rate

Status: InvestigatingOpened: 5 min ago
Assigned: SRE TeamImpact: 15% of users

Third-Party Vendor Status

Stripe API
Operational
SendGrid
Degraded
Auth0
Outage

SSL Certificate Status

api.example.com
Valid (45 days)
app.example.com
Expires in 7 days
cdn.example.com
Expired

Engineering Insights & Scorecard

Data-driven insights into productivity, tech debt, and code quality with actionable recommendations for continuous improvement.

Productivity Scorecard: DORA metrics, velocity tracking, and developer productivity insights
Tech Debt Tracking: Automated detection, prioritization, and AI-powered remediation recommendations
Actionable Pointers: Get intelligent recommendations to improve code quality and boost productivity
Code Quality Metrics: Track test coverage, code complexity, and maintainability scores

Engineering Scorecard

LIVE
Productivity Score
87/100
DORA Metrics: Elite↑ 5% vs last month
Tech Debt Index
23%
Critical Issues: 5↓ 3% improvement
Code Quality
92/100
Test Coverage: 87%Target: 95%
Active Pointers
5

Focus on reducing duplicate code in payment-service

Increase test coverage for order-service to meet 90% target

Refactor user-auth service to reduce complexity

Platform Features for Modern Development

Comprehensive platform capabilities including Catalog, SRE, and Webhooks to power your development workflow.

Software Catalog

Services, APIs & Infrastructure

Centralized catalog for all your software resources with auto-discovery and search capabilities.

AI-powered search & discovery

SRE Platform

Status Boards & Monitoring

Status boards, endpoint/SSL/ping monitoring, and incident management for system reliability.

AI co-pilot for incident analysis

Webhooks as a Service

Reliable Webhook Delivery

Enterprise-grade webhook infrastructure with guaranteed delivery, security, and monitoring.

AI assistant for configuration

Out-of-the-box Integrations that Unify Your Toolchain

Comprehensive integration ecosystem with 78 ready integrations across 12 categories out of the box.

View All Integrations

CI/CD & Git

8 tools • Automated workflows

GitHubGitHub
GitLabGitLab
BitbucketBitbucket

Infrastructure as Code

3 tools • Declarative management

TerraformTerraform
PulumiPulumi

Cloud & Containers

3 tools • Container orchestration

AWSAWS
GCPGCP
AzureAzure
KubernetesKubernetes

Observability

5 tools • Unified monitoring

PrometheusPrometheus
GrafanaGrafana
DatadogDatadog

Incident Management

5 tools • Alerting & notifications

PagerDutyPagerDuty
OpsGenieOpsGenie

Security & Compliance

3 tools • Vulnerability scanning

SnykSnyk
TrivyTrivy

Code Quality

3 tools • Security & testing

SonarQubeSonarQube
CodecovCodecov

Feature & Cost

4 tools • Flags & optimization

LaunchDarklyLaunchDarkly
AWS CostAWS Cost
KubeCostKubeCost
78
Ready Integrations
12
Categories
99.9%
Uptime
Click to explore all integrations →

🚀 Stop switching between tools. Start building with Exemplar.

One platform. All your tools. Unified workflow. Maximum productivity.

Release Time Machine

LIVE
order-service v3.2.0
PRODUCTION
Released by: alice@company.com11:00 AM IST
Environment: Production✓ Deployed
Previous: v3.1.5Rollback Available

AI Summary: Enhanced order processing with improved error handling and 15% performance boost

payment-service v2.1.0
FAILED
Released by: bob@company.com10:30 AM IST
Environment: Staging❌ Failed
Error: Health check timeoutAuto-rollback

AI Recommendation: Check database connection pool and increase health check timeout

user-auth v2.1.5
STAGING
Released by: carol@company.com9:45 AM IST
Environment: Staging✓ Deployed
Previous: v2.1.4Promote to Prod

AI Summary: Security patches and performance improvements. Ready for production promotion.

Release Visibility & Operations

Complete visibility into release pipelines with AI-powered insights, operational metrics, and automated remediation.

Release history: Time Machine of releases with summarized release notes and trends
Operational metrics: Central dashboard for latency/error rates with AI scaling suggestions
Auto-remediation: "Scale replicas when CPU >80% for 5 mins" executed by AI agent
Rollback capabilities: Instant rollback to previous versions with AI impact analysis

Cost Governance & Compliance

AI-powered cost optimization, policy enforcement, and compliance monitoring with automated guardrails.

Cost plugin: "Inventory Service" consumed $1,200 in VM costs vs $300 in DB costs
Policy recommendations: "Reduce node size to optimize cost by 15%"
Policy enforcement: Prevent clusters larger than 5 nodes in non-prod environments
Compliance: API guideline validation against company schema registry

Cost & Compliance Dashboard

HEALTHY
Inventory Service Cost Analysis
OPTIMIZATION NEEDED
VM Instance Costs$1,200/month
Database Costs$300/month
Storage Costs$150/month

AI Recommendation: Reduce node size to optimize cost by 15%

Compliance Status
COMPLIANT
API Schema Validation✓ Passed
Security Scans✓ Passed
Test Coverage✓ 85% (Above 80% threshold)
Resource Quotas✓ Enforced
Policy Enforcement
ACTIVE
Environment Quotas✓ Enforced
Node Size Limits✓ Max 5 nodes (non-prod)
Cost Thresholds⚠️ 2 services above limit
Auto-remediation🔄 Scheduled for 2 AM

AI Policy: Automatically scale down over-provisioned resources during off-hours

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One platform. Unified, developer-focused, and ready out of the box.