Eliminate Tech Debt.Automate Everything.
We build custom agentic systems that eliminate technical debt and automate complex workflows. From legacy modernization to AI-powered operations.
Contact: [email protected]
What We Do
Tech Debt EliminationCore
Systematic identification and removal of technical debt. We modernize legacy systems, clean up codebases, and establish sustainable engineering practices.
Custom Agentic SystemsCore
Purpose-built AI agent systems tailored to your business. From multi-agent orchestration to intelligent automation that learns and adapts.
AI StrategyCore
Strategic AI adoption roadmaps. Identifying high-impact use cases and building systems with constitutional AI safety built-in.
Process Automation
End-to-end workflow automation that eliminates manual toil. We identify bottlenecks and deploy intelligent solutions that scale.
Infrastructure Modernization
GitOps-native infrastructure with zero-downtime deployments. Kubernetes, observability, and security built in from the start.
Technical Capabilities
Production-proven technologies we deploy for our clients
AI & Agentic Systems
- ›Multi-agent orchestration with Claude, GPT-4, and open-source LLMs
- ›Constitutional AI safety layers preventing harmful outputs
- ›RAG pipelines with pgvector, Pinecone, and Weaviate
- ›Fine-tuning and prompt engineering optimization
- ›MLOps with MLflow, model versioning, and A/B testing
Infrastructure & DevOps
- ›Multi-cloud Kubernetes: GKE, EKS, AKS, Azure Arc, on-prem K3s
- ›GitOps: ArgoCD, Argo Workflows, Argo Rollouts, Argo Events
- ›Infrastructure as Code: Pulumi, Terraform, Crossplane
- ›Cilium CNI with cluster mesh and eBPF observability
- ›Observability: Prometheus, Grafana, Loki, Tempo, OpenTelemetry
Edge & Networking
- ›Cloudflare: DNS, Tunnels, WAF, Zero Trust Access
- ›Envoy Gateway: API gateway, rate limiting, auth
- ›Cilium service mesh with mTLS and network policies
- ›Multi-region load balancing and failover
- ›CDN and edge caching optimization
Security & Compliance
- ›Zero-trust: Keycloak SSO, OIDC/SAML, Cloudflare Access
- ›HashiCorp Vault: secrets, PKI, dynamic credentials
- ›Policy-as-code: Kyverno, OPA Gatekeeper
- ›SOC2, GDPR, HIPAA compliance frameworks
- ›Automated vulnerability scanning and remediation
Data & Backend
- ›PostgreSQL, MongoDB, Redis, Elasticsearch clusters
- ›Event-driven architectures with Kafka and NATS
- ›API design: REST, GraphQL, gRPC
- ›Python FastAPI, Node.js, Go microservices
- ›Database migrations, optimization, and scaling
Security-First Architecture
Every system we build follows zero-trust principles with defense-in-depth. Security is not an afterthought—it's foundational.
Identity & Access
Keycloak SSO, OIDC/SAML, RBAC, MFA
Secrets & Encryption
HashiCorp Vault, auto-rotation, TLS
Policy & Compliance
Kyverno, OPA, audit logging
CIS-hardened infrastructure
Proprietary AI Platform
Multi-agent collaboration infrastructure built for enterprise scale
Continuous Development System
Multi-agent orchestration with task queues, handoff protocols, and autonomous agent loops
Titans Memory
Persistent agent memory with pgvector embeddings, surprise-based filtering, and context-aware retrieval
Atlas DevOps Agent
Autonomous infrastructure agent for deployments, monitoring, and self-healing GitOps operations
ii CLI
Infrastructure Intelligence for protected config management and server hardening
Constitutional AI Layer
Safety guardrails with PII detection, content filtering, and compliance validation
650+ SME Agents
Specialized agents for backend, frontend, security, DevOps, AI/ML, and domain expertise
Multi-Agent Training Data
We generate high-quality training datasets from real multi-agent collaboration sessions—task handoffs, reasoning chains, and coordination patterns for fine-tuning next-generation agent systems.
All our tools, protocols, and infrastructure code are released under the MIT license. We believe in building in the open—our moat is execution, not secrecy.
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About Us
Innovate Systems specializes in automation and technical debt elimination. We build custom agentic systems that transform how organizations operate.
Our approach combines AI-powered automation with systematic debt reduction to deliver measurable improvements. We don't just fix problems—we build intelligent systems that prevent them.
Welcome, Investors
We help enterprises eliminate technical debt and build winning AI strategies. From legacy modernization to production-grade agentic systems.
$2.3T Market
Enterprise automation by 2030
10x Efficiency
Reduce operational overhead
Enterprise Ready
SOC2, GDPR compliant architecture