Orchestration d'agents IA — le guide Apeiron

Your workflows, augmented by governed AI agents. Apeiron integrates Hermes and OpenClaw — two enterprise AI-agent platforms — into your CRM, ERP, support and back-office, under human supervision with full audit trail.

Why agent orchestration changes the game

A single AI agent is a toy. A fleet of orchestrated agents, wired to your business systems, under guardrails — that's a new execution layer for the enterprise. It absorbs repetitive work, accelerates decisions, and frees your experts for what matters.

Apeiron integrates two complementary platforms:

• Hermes — the multi-agent orchestration bus: task routing, shared memory, planning, observability.
• OpenClaw — the secure execution layer that grants agents "tools" (internal APIs, databases, ERP, CRM) with granular permissions and full audit.

Together, they let you build an industrial-grade agent factory — governed and profitable.

Target architecture

1. Triggers — an incoming email, a Zendesk ticket, an invoice, a CRM event, a cron.
2. Hermes classifies the task, picks the right agent, allocates context (enterprise RAG) and budget (time, tokens, cost).
3. Specialized agents — Sales Ops, Finance, Tier-1 Support, Data Analyst, Compliance — built on Claude, GPT or self-hosted models.
4. OpenClaw exposes the tools: Salesforce, HubSpot, SAP, Odoo, ERPNext, Twenty CRM, Slack, Jira, Confluence, S3, PostgreSQL, Snowflake / BigQuery warehouses.
5. Human-in-the-loop — mandatory approval on high-impact actions (customer email, wire transfer, status change).
6. Observability & audit — every prompt, every tool call, every decision is logged, queryable, exportable for ISO 27001 / SOC 2 audit.

Real use cases

Augmented customer support

• Tier-1 agent handles simple tickets (password, invoice, order status), escalates complex cases to Tier-2 with a summary.
• -42 % handling time, +18 pts CSAT on a 90-day pilot.

Sales operations

• Automated lead enrichment (LinkedIn, company, intent signals), MEDDIC qualification, opportunity creation.
• 3× more qualified leads processed per SDR, without hiring.

Finance & AP automation

• Invoice extraction, PO matching, VAT validation, ERP posting.
• 80 % of invoices processed autonomously, humans only on exceptions.

Contract analysis

• Legal agent extracts key clauses, compares against corporate policy, produces a review memo.
• From 5 days down to 2 hours per contract.

Internal IT support

• Account provisioning, password resets, HRIS lookups.
• 65 % of IT tickets resolved without a human.

Control console

Apeiron ships a unified dashboard: active agents, task queue, latency, cost per execution, failure rate, human-approval queue. Your ops team runs the fleet like a human team — SLAs, incidents, capacity planning.

Governance & security

• Fine-grained RBAC — each agent has an identity, roles and explicit tool scopes.
• Secrets in vault (Vault, AWS Secrets Manager), never in prompts.
• PII detection and systematic masking before any call to external LLMs.
• Zero retention on partner APIs; option to run self-hosted models (Llama, Qwen, Mistral) for sensitive environments.
• Signed audit trail, exportable, compliant with SOC 2 / ISO 27001 / HDS / DORA.
• Kill switch global and per-agent — one incident, one command to stop everything.

Our methodology

1. Discovery (2 weeks) — map candidate workflows, score value × feasibility, pick the first 2-3 use cases.
2. Pilot (4-6 weeks) — set up Hermes + OpenClaw, connect the 3-5 core systems, ship an MVP agent to production on a bounded scope.
3. Industrialization (3 months) — extend the fleet, roll out governance, train ops, run 24×7.
4. Run & optimize — Apeiron squad on standby, monthly reviews, add new agents, drive cost per task down.

Why Apeiron

• Certified integration partner for Hermes and OpenClaw, with roadmap access and priority support.
• 20+ AI engineers experienced with LLMs, RAG, MCP, LangGraph, agent orchestration.
• Banking, retail and industry references — we know how to deliver in regulated environments.
• ROI-driven — every agent shipped comes with a business case and measurable metrics within 90 days.

Ready to start?

Book a free 2-hour workshop: we map your workflows, identify the top-3 candidates for agent automation, and you leave with a costed action plan.

Get in touch.