Deploy Autonomous AI Agents.
Execute Complex Workflows
With Zero Human Latency.
Move beyond standard chatbots. We engineer multi-agent systems that autonomously reason, write code, query private databases, and trigger business APIs with deterministic guardrails and full audit trails.
AI Agent Automation Services by StackRa Agency engineers secure, VPC-isolated multi-agent swarms (powered by LangGraph, CrewAI, and Qdrant) that automate manual engineering, financial reconciliation, and customer operations with zero data retention on public frontier models.
Rust AST & PR Audit
Qdrant Vector Mesh
Odoo / Stripe Sync
PII Mask & SOC2 Gate
Interactive AI Playground
Test-Drive Autonomous Reasoning
Select a real-world enterprise workflow scenario to inspect our multi-agent reasoning trace, tool calling executions, and deterministic outputs live.
Querying Prometheus egress metrics against Karpenter node allocation history for the past 24 hours...
CloudWatch.QueryMetricData(MetricName='BytesOut', Granularity=300)finops_agent.detect_orphaned_resources(threshold=0.20)Identified unattached gp3 EBS volume (4TB) and idle NAT Gateway in test-vpc consuming $482/week.
Automated remediation runbook executed: 2 orphaned resources deprovisioned. Estimated annual savings: $25,064.
Core Practices
Autonomous Agent Capabilities
Production-grade multi-agent architectures purpose-built to solve high-friction operational problems across software, data, and finance.
Multi-Agent Orchestration (LangGraph / CrewAI)
Stateful, cyclic multi-actor architectures with deterministic role division, persistent memory, and resilient fallback loops designed for complex business operations.
Capabilities:
- Cyclic graph state management via LangGraph
- Dynamic Router agent delegating specialized workers
- Deterministic human-in-the-loop pause/resume states
- Persistent checkpointing with PostgreSQL / Redis
Private Enterprise RAG & Hybrid Vector Search
Context injection using hybrid sparse/dense embeddings, cross-encoder re-rankers, and contextual chunking to eliminate hallucinations on proprietary data.
Capabilities:
- Hybrid dense (BGE) + sparse (BM25) vector retrieval
- Cross-encoder re-ranking pipeline via Qdrant / Pinecone
- Contextual chunking with metadata inheritance
- 100% air-gapped VPC vector cluster deployments
Autonomous Customer & Operational Triage
Autonomous triage agents that analyze incoming customer tickets, classify sentiment, query internal knowledge graphs, and execute verified resolutions around the clock.
Capabilities:
- Autonomous Tier-1 & Tier-2 customer resolution
- Real-time sentiment and urgency scoring
- Zendesk, Intercom & Linear 2-way API integration
- Automated escalation triggers for human specialists
Codebase Migration & Automated Refactoring
Autonomous coding agents that review pull requests, perform library migrations (e.g. Next.js App Router, React 19), and enforce strict architectural conventions.
Capabilities:
- Automated pull request code review & linting
- Framework upgrades (Next.js 16, React 19, TypeScript)
- Automated unit & integration test generation
- Syntactic AST transformations with zero human toil
ERP & Financial Ledger Reconciliation
Autonomous agents that reconcile high-volume payment processor transactions across Stripe, bank feeds, and enterprise ERP ledgers (Odoo, ERPNext, SAP) seamlessly.
Capabilities:
- Stripe, Adyen & VNPay multi-currency settlement
- Real-time general ledger journal entry posting
- Cryptographic transaction hash validation
- Exception escalation queues with audit logs
Air-Gapped Private Model Deployment
Deploy self-hosted frontier open-source LLMs (Llama 3, DeepSeek, Mistral) on private VPC hardware using vLLM and TensorRT-LLM with zero third-party telemetry.
Capabilities:
- Private vLLM & Ollama cluster orchestration
- Client PII cryptographic masking before ingestion
- Dedicated GPU instances (NVIDIA H100 / A100)
- Full SOC2, HIPAA, and GDPR compliance validation
Enterprise Guardrails
Security & Deterministic Governance
Built for SOC2 and HIPAA regulated workloads. Your corporate intellectual property never leaks into public foundation models.
Zero Data Retention Guarantee
Your company prompts, documents, and customer records are never used to train public frontier models. We mandate zero-retention enterprise API contracts.
Cryptographic PII Scrubbing
Sensitive customer data (names, payment info, social security numbers) is cryptographically tokenized and masked prior to any LLM reasoning invocation.
Human-in-the-Loop (HITL) Triggers
High-risk operational actions—such as financial payouts over $1,000 or production code deployments—pause the graph and mandate human approval.
SOC2 & HIPAA Compliant Auditing
Every single agent reasoning step, tool call, input prompt, and executed action is cryptographically signed and stored in immutable compliance audit logs.
Transparent Pricing
Pricing & Deployment Retainers
Transparent fixed-sprint pricing. Complete code ownership, LangGraph state charts, and zero proprietary runtime lock-in.
A focused 2-week sprint to engineer, validate, and deploy a production-ready autonomous agent for your highest-friction workflow.
Included Architecture:
- 1 Single autonomous agent workflow
- Enterprise RAG pipeline (up to 5 data sources)
- Slack, Discord, or Webhook integration
- Deterministic safety guardrails & PII filters
- Full source code ownership & LangGraph config
- 30-Day post-deployment hypercare warranty
End-to-end multi-agent orchestration coordinating multiple specialized workers with custom ERP, CRM, and internal API tooling.
Included Architecture:
- 3–5 Coordinating agents (Router + Specialists)
- Private Qdrant / Pinecone hybrid vector cluster
- Custom enterprise tool integrations (ERP, CRM, Git)
- Human-in-the-Loop (HITL) web management dashboard
- Sub-50ms p95 latency optimization & caching
- Automated evaluation benchmark test suite
- 60-Day hypercare support & SRE SLA coverage
Dedicated AI engineering pod managing continuous fine-tuning, air-gapped on-premise model hosting, and dedicated SRE operations.
Included Architecture:
- Air-gapped private LLM cluster (vLLM / TensorRT)
- Continuous agent reinforcement & eval retraining
- Unlimited custom agents & workflow integrations
- Dedicated Principal AI Systems Architect
- 99.9% Uptime SLA & round-the-clock monitoring
- Custom LoRA fine-tuning on proprietary corpora
- Full SOC2 & HIPAA compliance governance
Frequently Asked Questions
Enterprise AI Engineering FAQs
Stop Building Toy Bots. Deploy Production Agent Swarms.
Schedule a 30-minute discovery call directly with our Principal Systems Architect. We will map your manual bottlenecks into an autonomous multi-agent architecture within 48 hours.
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