Three vendors now ship agents that file their own incident reports
Ambient.ai, Coram and Milestone have each put a report-writing step inside the video system. What they automate, and where the operator still signs, differs more than the press releases suggest.
The incident report is the dull end of security work. Someone finds the clips, writes down what happened, attaches the timestamps and files it. Over the past ten months three vendors have shipped features that do most of that typing. I read each announcement closely, because "automated report" covers a wide range of things.
Ambient.ai: a narrative in one click, live since August
On August 26, 2026, Ambient.ai announced two capabilities it says are now live in its platform. The one relevant here is Case Management. An operator finds clips through semantic search, records them into a case as they go, and then, in the company's words, can "generate a fully editable, AI-written narrative with one click, complete with auto-sorted clips and metadata."
Ambient's CTO, Vikesh Khanna, told Security Info Watch in a profile published this week that the narrative is a first draft an operator confirms or corrects before it enters the record. He also drew a line the marketing tends to blur: "Agentic does not mean autonomous." So the agent writes the draft and a person still signs it.
The groundwork was laid in November 2025, when Ambient unveiled its Pulsar model and an "early preview" of Agentic Investigations, in which an operator asks something like "Tell me what led to the fire?" and the system "instantly assembles a complete incident timeline."
Coram: a long-running agent that answers the question
Coram took a different route. Its May 2026 release notes, published June 17, 2026, introduced Deep Investigation. The description defines the scope: organizations "can ask complex questions across activity captured throughout the Coram unified physical security platform, and Coram's autonomous agents analyze video and connected data across cameras, locations, and time periods to investigate what happened, identify patterns, quantify findings, and deliver a synthesized, evidence backed answer."
That is generally available; the notes tell users to open Coram Assistant and try it. The company's homepage shortens it to "long-running agents that automatically generate full reports across cameras and data." In the Series B post from June, CEO Ashesh Jain says the agents "investigate, summarize, escalate, and help people act faster."
What Coram does not say is who checks the answer. The release notes contain no review or approval step, and nothing about an audit trail for the agent's reasoning. The report exists because a person asked a question, so the human sits at the front of the process, and the notes describe nobody at the end of it. Whether that is enough for a report that ends up in front of an insurer or a court is a question the vendor has not addressed in print.
Milestone: summaries wired into the rules engine
In November 2025 Milestone announced a beta of a generative AI plug-in for XProtect, built with NVIDIA, whose headline feature was Automated Incident Reports: "Selected video clips are instantly converted into incident summaries and structured reports."
By March 19, 2026, that had become XProtect Video Summarization, presented as a current capability. Operators "send video clips with custom prompts and receive structured, consistent summaries of exactly what's happening in the scene." The part that most resembles an agent filing its own paperwork is the integration: "summarization can run automatically on alerts, on a scheduled cadence, or on demand."
The human role here is narrower and clearer than at the other two. Someone chooses the clips or writes the rule, and someone reads the output. Milestone's CTO Andrew Burnett frames the whole release around trust "that the AI is accurate," which is a reasonable thing to say and also an admission that accuracy is the customer's problem to verify. Natural-language search, which the other two already have, is promised "by the end of 2026."
What the comparison shows
Put side by side, the three products automate different stages. Ambient drafts the narrative after a person has done the finding. Coram does the finding and the drafting from a single question. Milestone writes a summary of whatever the rules engine hands it, before anyone has looked.
Only Ambient states in public that a person confirms the text before it becomes part of the record. Coram and Milestone leave that to the customer's own process. None of the three has published an error rate for the generated text.
Verkada's February 2026 incident summaries, which "automatically generate descriptions for video archives that are saved within an incident report," belong on the same list, though they are narrower: each clip gets a caption, and there is no case narrative. If you are a retailer filing dozens of shrink reports a week, a caption per clip may be all you wanted. If your report is going to be read by a lawyer, ask about the review step Khanna describes before you ask about anything else.