Business · Operators · Developers

Create, adapt and stay accountable for your future workforce.

AI agents and people, working together — across your agents and other vendors' agents, on your own infrastructure.

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stolonic — AI agents and people, working together
The world is changing faster than ever.
Every change in the business changes the agents.

New rules, new steps, new limits: someone has to teach them.

No one can do it alone.

The business knows why, operators know how, developers make it work.

Business Operators Developers
Only together can they create, adapt and stay accountable for the future workforce.

Human + AI

Gartner expects over 40% of agentic AI projects to be cancelled by the end of 2027 — over cost, unclear value or inadequate risk controls.

Three relationships. Four guarantees.

Working together needs four guarantees, wherever work passes — between agents, between people and agents, between people.

Secure
Reliable
Accountable
Adaptable
Agent ↔ agentyour agents and other vendors'
Calls between your agents carry a signed identity, and a forged one is refused. External agents join without your keys.
Attach compliance checks like the EU AI Act once; they run before and after each request, the same way on every framework.
Handoffs between agents are traced, and recorded conversations can be replayed to test changes.
Add or replace agents and tools, internal or external, without rebuilding. Plug a new check into all of them at once.
People ↔ agentpeople in the loop
Name the approvers, and only they can approve — checked again at the moment they answer. A gate the agent cannot skip.
Where it matters, your rules decide, not the AI. The agent waits at the step, with the same question and evidence every time.
What they saw, what they answered, and who answered — on record.
Change who is asked, where (Teams, chat) and what they see — without touching the agent's code.
People ↔ peopleevery profession, one design
Separate workspaces and roles. Secrets stay on your side; security runs shared compliance checks that every team plugs in.
No code, low code, full code — every profession works on the same design, so nothing is lost in translation. Test changes on a share of real work before they take over, and undo them if they fail.
Every change is on record with who made it; Assistant changes link back to their requirements.
Requirements change and the design follows — versioned, reversible, with every profession at the table.
01 · Agent ↔ agent

Your agents and other vendors' agents. One team that keeps adapting.

Bring in agents and tools from anywhere — Microsoft Foundry, a vendor's tool, your own — and let them work together under the checks you attach, without handing over your keys.

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An outside agent from Microsoft Foundry joins the team — signed in with OAuth, supervised, without your keys
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Compliance, built once: the EU AI Act check plugged into every agent
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The security team's view of the check: which agents use it, how often, on which version
Secure
Calls between your agents carry a signed identity, and a forged one is refused. External agents join without your keys.
Reliable
Attach compliance checks like the EU AI Act once; they run before and after each request, the same way on every framework.
Accountable
Handoffs between agents are traced, and recorded conversations can be replayed to test changes.
Adaptable
Add or replace agents and tools, internal or external, without rebuilding. Plug a new check into all of them at once.
02 · People ↔ agent

Your rules decide. People decide what matters. Both change when you need them to.

Agents handle the routine under your rules. Where a decision matters, a person steps in — with the evidence in front of them, in the tools they already use.

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Your rules, added in the graph: the rules decide, not the AI
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An approval gate: the agent asks, a person approves, with the evidence
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The same approval in Microsoft Teams: request → card → approved → reply
The same approval in Microsoft Teams: request → card → approved → reply
Secure
Name the approvers, and only they can approve — checked again at the moment they answer. A gate the agent cannot skip.
Reliable
Where it matters, your rules decide, not the AI. The agent waits at the step, with the same question and evidence every time.
Accountable
What they saw, what they answered, and who answered — on record.
Adaptable
Change who is asked, where (Teams, chat) and what they see — without touching the agent's code.
03 · People ↔ people

Every profession at the table. No one does it alone.

Business owners, analysts, operators, engineers and security work on one design — each in their own way, each with their own view.

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No code: the Assistant builds a system from plain words, and you stay in charge
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The new system the Assistant built, tested and running
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The Blueprint to design, Workforce to run the business
Secure
Separate workspaces and roles. Secrets stay on your side; security runs shared compliance checks that every team plugs in.
Reliable
No code, low code, full code — every profession works on the same design, so nothing is lost in translation. Test changes on a share of real work before they take over, and undo them if they fail.
Accountable
Every change is on record with who made it; Assistant changes link back to their requirements.
Adaptable
Requirements change and the design follows — versioned, reversible, with every profession at the table.
NO CODE
Business owners ask the Assistant to build the main flow.
LOW CODE
Analysts and operators align the fine-grained details in the UI.
FULL CODE
Engineers use code and the API to deliver the last mile of performance.
Across all three

Everything on record.

Agent to agent, person to agent, person to person — every step, every call and every change, on one record. When someone asks why, the answer is already there.

Every step
Replay a request step by step: which rule fired, which tool was called, who decided, on what, and who approved.
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The replay: one request, step by step
Every call
Who called which agent — allowed or refused, and why.
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Access: who may reach each agent, every call allowed or refused
Every change
Each change on record with who made it — Assistant changes link back to their requirements — versioned and reversible.
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Design history: requirement → change → version
Sovereign by architecture

Your data stays in your control.

YOUR INFRASTRUCTURE Agents Tools & systems Data Keys & secrets Your worker Stolonic visual design and control ONE GATED LINK ONLY WHAT YOU ALLOW: TRACES, TEST VIEWS

Stolonic shows you what your agents do — traces, test runs, the design. That view comes live through your worker, only what you allow, and traces are never saved. Your data and keys stay on your side.

Same architecture · every industry
Where data sovereignty is non-negotiable
🏦 Banking — fraud orchestration 🛡️ Insurance — claims automation 🏥 Healthcare — medical coding with people in the loop 🏛️ Public sector — benefits decisioning
…and any operations-heavy domain
🏭 Manufacturing — quality & predictive maintenance 🚚 Logistics — exception handling & rerouting ⚡ Energy — grid response & outage triage 📡 Telecom — network ops & customer triage 🛒 Retail — supply chain & fraud screening ⚖️ Legal — contract review & e-discovery
Built on open standards
🤖 A2A Protocol 🔧 MCP Tools 🔭 OpenTelemetry ⚙️ Semantic Kernel · LangChain · ADK 🐳 Docker · Kubernetes 🔐 OAuth sign-in

Start with one real process.

We're onboarding the first design partners — regulated-sector teams who want a workforce of agents they can trust. Bring one process: we build it with you, on your infrastructure, under your rules — and you keep it.

Book a demo
or write to weiwei@stolonic.com