Densery
Densery PlatformThe environment where agents do real work.
Four layers, one map of your business. Agents arrive briefed, equipped, supervised and accountable — whether they are ours or the AI your teams already use.
From your systems to finished work.
One environment, four layers. Nothing ripped out, nothing migrated — and nothing an agent can touch that you have not described.
- Core banking
- Claims system
- ERP · PLM · QMS
- CRM · ticketing
- Data warehouse
- Documents & scans
- Site imagery
- Email · chat · calls
- Spreadsheets
- Any API
Ontology
Your business, as agents see it
Semantic layer
The company guide book, written for agents
Runtime
Workflows, sandbox, proxy
Governance
Evals, approvals, evidence
- Record written
- Page published
- Decision evidenced
- Proposal for review
- Plan in the transport system
- Reply sent
- Report on schedule
- Evidence pack
Four layers. The fourth is the one nobody else finishes.
Densery delivers the map, the guide, the runtime and the proof in one environment, so the value and the evidence stay where the work is done.
Ontology
Customer, site, claim, shipment, supplier — defined once with their relationships and constraints, fed from your databases, SaaS and documents. Every field carries a description and a sensitivity class, so an agent knows what a thing means and whether it may read it.
Semantic layer
A guide to the company, written for agents: which systems exist and what each is for, what every table and field means, how it aggregates and joins, the vocabulary your people use, and the tools an agent may call — served as a menu of ~30 items at a time, tuned per tenant.
Runtime
An agent designs the workflow, writes the code, and hands it to the runtime. It runs on schedule in a sandbox that boots in under 60 ms, reaches your systems only through the access you grant, and pauses at approval gates you define.
Governance
Evals gate every change before it ships. Each action is classified (EU AI Act), signed and logged with its trace. Low-confidence or high-stakes decisions route to a named person with the evidence attached. Export the evidence pack when the auditor asks.
Daily revenue per outlet, after returns. One row per outlet per day.
From ~70% before the guide book existed.
4 route changes (+18%) exceed the 15% threshold set by policy.
High-risk actions always require a justification and a human.
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An agent that knows the map, reads the menu, runs in a sandbox and leaves a receipt is not a pilot. It is a colleague.
Designed the way good agent systems are designed.
The right owner for each step
Agents do the language work. Your rule engine and databases stay the source of truth. People keep the judgement calls. The delegation is explicit, per step.
Live state is a tool call, not a search
Order status, balances, ticket queues are read from the system that owns them. Retrieval is for knowledge, never for state.
Evals before code
Golden datasets and calibrated judges gate every prompt, model or tool change. Shadow runs replace live A/B where exposure is unacceptable.
Authorization is deterministic
Screening can be talked out of a decision; an allow-list cannot. Every side-effecting call is checked, fail-closed, and replayable.
Review by stakes, not by volume
Irreversible or costly decisions wait for a person. Reversible ones run and get sampled. No consent fatigue.
Every decision is reconstructable
Inputs, retrieved context, tool calls, output and routing — one trace, three audiences: the person affected, the regulator, your team.
Is Densery right for you?
Densery fits best where the work is document-heavy, where the answer has to be right, and where the data has to stay inside your walls. If that sounds like your operation, thirty minutes is enough to find out.
Runs where your data is allowed to be.
Three ways to run it. The same environment, the same governance, the same evidence in every one — that part never changes.
On-premise, air-gapped
A GPU appliance inside your network. No outbound path for content; models run inside the perimeter. Live today inside a top-tier bank.
Sovereign or private cloud
Your tenancy, your region, your keys. Inference on open-weight models where residency requires it; frontier models where it does not.
Densery-hosted
Single-tenant, zero data retention with model providers, the same audit log. The fastest path to a first production process, in your chosen region.
It writes back, or it is not finished.
A spreadsheet of extracted values has not completed the work; it has moved it. Densery writes into the system that holds the truth. Where a legacy system has no API, we operate it the way your staff do — under a named identity, every action logged.
Built to be reviewed by people whose job is to say no.
Data protection
No document leaves the perimeter. No file trains a shared model.
Model risk
Versioned, model-agnostic, evaluated. Quality measured, not asserted.
Access & audit
RBAC, SSO, approval gates per step, immutable exportable log. See the evidence — walk any decision back to the page →
Compliance status
SOC 2 Type I in progress, report November 2026. We publish dates, not logos. Trust Center →
Thirty minutes with Densery.
Tell us about the work you want an agent to finish. We listen first, then show you the platform and the case that is closest to yours. This is a working session, not a sales pitch.