Healthcare & Life Sciences
Agents like Clinical Scribe AI, Clinical System Audit, EHR Audit.
Open industry →Morning sales squad
Four agents working overnight and delivering, at sunrise, a summary ready for the commercial team's stand-up.
POLYANT · THE SOFTWARE FOR BUILDING TEAMS OF AI AGENTS
A new team joins the company.
Polyant is the solution for building specialised AI agents that work alongside the people in the company. A governed team, customer-chosen infrastructure, self-hosted software inspectable on GitHub.
They chose Exelab
For every department, a team of specialised agents.
Agents enter the different areas of the company, with rules, tools, and memory configured for the work they will actually do. The agents that truly serve a company are built inside the team's daily flows, grounded in the systems and rules already in use or rethinking the processes for more synergistic work.
Editorial briefs and brand voice monitor.
Monday editorial briefs ready, brand voice checked on every piece going out, campaign result summaries with anomalies already flagged.
See Marketing agents →Agenti attivi3
Editorial Brief
Brand Voice Monitor
Campaign Outcome Reviewer
Effective, complete, simple, lightweight. Built for regulated industries.
Polyant is the solution for building AI agents that operate in the enterprise: effective at process optimisation, with built-in integrations and governance controls in the managed profiles, simple to configure, lightweight and performant. Per-agent access keys and encrypted secrets.
$modules
complete
Multi-channel, memory and inspectable audit registry. With the managed profiles, ten governance controls. One configuration instead of four products wired together.
- multi-channel
- persistent memory
- 10 controls · managed
- audit log
$deploy
sovereign
Container running on the customer's systems on-premises or in the cloud, or on the infrastructure managed by Exelab, also built ad hoc for the customer.
- on-premises
- customer cloud
- Exelab infrastructure
$licence
open
Polyant is also available under the AGPLv3 open source licence. The customer's legal team reads the licence, the CIO reads the code, the DPO queries the registry with their own tools.
- Open Source
- readable code
- DPO registry
Four advantages Polyant delivers from day one.
They combine to build agents that work inside existing processes,
or to rewrite the company from scratch.
01
Build an agent in days, not months.
A web interface to define roles, tools, memory, channels, and rules, or end-to-end TypeScript for those who prefer code.
RevOps Brief
Sales Coach · Revenue Operations
Tools
crm_apiemailslackcalendar
Channels
TelegramSlackWeb
Create agent→
02
Converse across many channels, with the same memory.
Telegram, Slack, WhatsApp, OpenAI-compatible HTTP native in the runtime. Same agent, same memory, same rules on every channel.
Telegram
Slack
WhatsApp
Web
03
LLM model chosen by the customer.
Anthropic, OpenAI, or open weight models via Nebius and AWS Bedrock. The provider is configured per agent instance.
Anthropicclaude-sonnet-4-6active
OpenAIgpt-4o
Nebiusqwen3 · open weight
Bedrockgpt-oss-120b · open weight
Fallbackclaude-haiku-4-5
04
Audit registry from day one, controls with the managed profiles.
With the managed profiles, ten controls step in before, during, and after every agent decision. Every decision lands in the registry, inspectable by the customer's compliance team with a SQL client.
10active controls
policy.evaluate14:02:11ALLOW
pii-detector14:01:58BLOCK
tool.invoke14:01:42WARN
memory.write14:01:09BLOCK
Typical lines of work.
A handful of use cases that recur across companies adopting Polyant. Each one maps to a team or a single agent the customer chooses to build.
See agents for Sales →
Insurance claims squad
Five agents coordinated across the claim flow: from FNOL Inbound to triage, from IDD check to liquidation, all the way to the audit registry inspectable by IVASS.
DORA incident reporting
For banks and financial firms inside the DORA perimeter: operational incident detection, RTS 2024/1772 classification, 4h/72h/1M timers, automatic reporting ready to file with the regulator.
Audit of clinical systems
For healthcare providers: periodic audit of HIS, LIS, RIS, EHR systems for access privacy, clinical decision traceability, and system compliance. The summary of anomalies reaches the DPO, who decides the interventions.
A case not listed? We build it together.
The squads that truly help are built inside the project, around the company's existing work.
Which industry.
The groupings cover most mid-to-large EU enterprises. For each industry, relevant agents drawn from the catalog.
Banking & Financial Services
Agents like Explainable Credit Scoring, KYC Verifier, MiFID II Disclosure Gate.
Open industry →Energy & Utility
Agents like SCADA Anomaly Watcher, Demand Forecast, Energy Offer Validator.
Open industry →Manufacturing & Supply Chain
Agents like Plant Demand Planner, Line Quality Sentinel, Supplier Onboarding.
Open industry →Retail & Consumer Goods
Agents like Loyalty Brief, Stock Allocation Optimizer, Voice-of-Customer Aggregator.
Open industry →Telco & Media
Agents like Network Outage Coordinator, Customer Win-Back, Field Service Brief.
Open industry →Logistics & Transportation
Agents like Fleet Schedule Optimizer, Customs Document Extractor, Delivery Anomaly Watch.
Open industry →An industry not listed?
The groupings above are broad and cover most mid-to-large EU enterprises. When a customer case lives in a specific context (professional services, education, real estate, automotive, agritech), agents are built inside the project around the industry's actual constraints.
From a 30-minute conversation to the squad in production.
A 30-minute conversation to understand whether Polyant solves a real customer case, and how long the first agent in production takes.