Real work, end to end. No human prompting required.
Not chatbots. Fine-tuned LLMs and VLMs combined with tools — handling multi-step enterprise work end-to-end, on infrastructure you control.
Three things that make a real agent.
Fine-tuned to your domain
Generic LLMs hallucinate at the edges. We fine-tune on your documents, your processes, your vocabulary — so the agent reasons inside your operational reality.
Wired to your tools
Function-calling into ERP, CRM, ticketing, SCADA, email, and document stores. Agents don't just suggest — they execute, with audit trails.
Human-in-the-loop, by default
Every action is reviewable, revertible, and audited. The agent proposes; your team approves the irreversible steps.
Five agents. Five real workflows.
Every agent is a starting template — fine-tuned to your domain, wired to your stack, audited end to end.
Operations supervisor
Watches alerts, logs, and feeds across sites — so your team focuses on incidents that need humans.
Continuously monitors CCTV, sensor and ticket streams across all sites
Triages incoming alerts — suppresses noise, escalates real ones with context
Opens tickets in your ITSM and notifies the on-call team via Slack/Teams
Writes the end-of-shift report with incident counts, trends, and open items
Contract & tender analyst
Reads RFPs and contracts cover-to-cover — extracts what matters, drafts what's needed.
Ingests the RFP, contract or technical spec from your DMS or inbox
Extracts obligations, risks, deadlines and red flags into a structured matrix
Drafts compliant responses by pulling from your past wins and policy library
Generates the compliance matrix and submission-ready document for review
Maintenance & work-order agent
Spots the failure pattern before the failure — opens the right work order, with the right parts.
Correlates IoT telemetry, CCTV thermal patterns and historical failure data
Predicts equipment failure with confidence scoring against the maintenance manual
Opens a work order in your CMMS with parts list, crew skills and time window
Tracks the fix to closure — auto-updates records and feeds back into the model
Compliance & audit agent
Audits records and footage against policy continuously — no more quarterly fire drills.
Continuously scans records, footage and access logs against your policy library
Flags non-compliance with severity, evidence pointers and policy citations
Drafts remediation tickets — assignee, deadline, suggested action — for review
Compiles audit-ready reports on demand with full evidence chain
Investigation agent
Ask a question. Get a timeline back — with footage clips, records and citations.
Takes the natural-language investigation query from your team
Pulls relevant footage clips across cameras, time windows and zones
Cross-references with access logs, incident records and witness statements
Assembles the timeline with cited evidence — exportable as a forensic report
Transform Your Operations with AI
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Measurable ROI
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