A system where specialized AI agents coordinate through orchestration, tools, memory, and RAG to complete multi-step work safely and autonomously.
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Agentic platforms coordinate specialized AI agents to plan, act, and learn across your stack. Each agent has tools (APIs, workflows), memory for context, and governed knowledge via RAG. Orchestration, routing, and role-based policies ensure agents collaborate to complete tasks end-to-end.
We model jobs-to-be-done, define agent roles and SLAs, and design tool/memory/RAG interfaces. Then we implement orchestration with retries, timeouts, and human-in-the-loop checkpoints. Evaluation suites, golden sets, and traceable logs keep behavior predictable as you expand use cases.
A production-ready thin slice: agent graph, tool adapters, vector data/RAG, prompt & policy registry, and CI/CD + MLOps. Dashboards display run status, cost per task, and quality metrics. Quotas and rate limits safeguard systems, while APIs and webhooks enable products to interact with the platform.
Security and safety are built in: SSO/SCIM, RBAC/ABAC, audit logs, and policy-as-code guardrails. We align to enterprise standards (e.g., SOC 2, ISO 27001). Observability, cost controls, and rollout gates let you scale confidently across teams and regions.
A system where specialized AI agents coordinate through orchestration, tools, memory, and RAG to complete multi-step work safely and autonomously.
Yes—API-first adapters for SaaS/internal systems, document & database connectors, and vectorization pipelines; no complete rewrite required.
Policy-as-code guardrails, approvals, audit logs, PII handling, content filters, and least-privilege access; explainable traces for every run.
First insights in two weeks; a production pilot typically ships in 8–12 weeks with KPIs, evals, and rollback plans.
Any of the above. We choose by latency, privacy, integration, and cost needs; hybrid patterns are common.
Task success, latency, cost per task, human escalations, and business KPIs. Dashboards and alerts provide continuous visibility.
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