Platform — Intelligence & Execution Layer
You will connect more and more agents and software — and each of them needs context, governance, policy and a hard integration. Sophia delivers exactly that: the intelligence & execution layer on top of your existing systems and processes.
The layer — Intelligence & Execution
Between the outside world and your system landscape sits the layer that connects both — and gives every agent and every piece of software what it needs to work:
Run entire processes — from inbox to posting, within their permissions.
Map your processes as they really are, not an idealized version.
Memory that compounds: every completed process makes the next one better.
Every action typed and auditable, with approvals and hard limits.
Independent of any LLM model, hosted in the EU and cost-optimized.
The layer at work — Read · Reason · Act
Business Graph
100 %
resolved context — understanding over guessing
1
query instead of dozens of API calls
10×
cheaper per query
Sophia connects your systems into a business graph — a live map of your company. The same customer is KDNR 4711 in the ERP, ACC-2214 in the CRM, purchasing@… in the inbox: the graph resolves all of it to one identity, with every relationship to orders, invoices and emails. Agents start with full context — one query returns what would otherwise take dozens of API calls.
Agent Harness
Every agent is staffed like a role: a clear remit, its own memory, tested skills, a calendar for recurring duties, and precisely defined permissions. It reacts to events in your systems and remembers what works — six months in, it knows your business the way a long-tenured hire does.
Action Broker
Email read — “delivery date slips by two weeks”
Linked to purchase order BST-2026-0331 — matched exactly
Graph traversed: 3 sales orders, 3 delay notices drafted
All of it as one approval in your inbox
Agents run entire processes end to end. In the example above: a supplier reports a two-week delay. The agent reads the email, finds the affected purchase order, checks the graph for the sales orders that depend on it, and drafts the delay notices — you get the result as one approval in your inbox.
Governance Engine
Shadow
Validate
Execute
Every write to your systems is a typed, logged command. New automations pass through three stages, one action type at a time: in Shadow, the agent only proposes silently. In Validate, you sign off on every proposal. Only once the hit rate holds does it act on its own in Execute — within hard limits, revocable at any time.
Dynamic Model Router
The model router keeps you independent of any single LLM provider: it sends every task to the cheapest model that solves it reliably, and adds new models to the routing the day they ship. You stay sovereign — frontier capabilities when you need them, and costs you control for the long run. Hosted in the EU.