Video Analyze

Turn video into insights,
reports, and intelligence.

Mikshi helps teams analyze video at scale — transforming raw footage into summaries, timelines, metadata, incident reports, business insights, and actionable intelligence. Ask questions. Generate answers. Understand every frame.

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Open-ended Analysis

Ask anything about your videos.

Analyze video using natural-language prompts — unlocking deeper understanding without manual review. Mikshi reads visuals, speech, actions, audio, and context to generate accurate, structured insights.

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✦"Summarize the customer's emotional reactions"
✦"Identify safety violations across the footage"
✦"Generate an executive summary of this meeting"
Summarization

Instant summaries, chapters, and highlights.

Convert hours of video into concise, readable outputs in seconds. Whether it's surveillance footage, training content, interviews, podcasts, or meetings — Mikshi extracts the important moments automatically.

Smart summaries

Chapter breakdowns

Highlight moments

Scene descriptions

Timeline narratives

Executive reports

Reduce review time dramatically while improving discoverability and understanding.

From raw video to business-ready outputs.

Mikshi transforms unstructured video into formats your teams can immediately use — moving you beyond manual analysis and static metadata.

Incident reports
Compliance summaries
Marketing copy
Hashtags & social captions
QA evaluations
Metadata & tags
Investigation timelines
Operational insights
Multimodal Reasoning

Analyze more than what's visible.

Mikshi combines multiple layers of understanding to produce richer analysis — not isolated frame detection, but holistic comprehension.

Visual scene comprehension

Identifies objects, settings, and visual relationships across frames.

Speech & conversation analysis

Transcribes, attributes, and interprets dialogue and tone.

Human behavior interpretation

Reads gestures, posture, attention, and engagement signals.

Motion & activity detection

Tracks movement patterns and recognizes structured activities.

Sound event analysis

Detects alarms, applause, gunshots, music, and ambient signals.

Context-aware reasoning

Combines layers to produce holistic, intelligent outputs.

Industry Workflows

Built for high-value video intelligence workflows.

Security & Surveillance

Auto-generate incident reports

Detect anomalies, summarize critical events, and produce time-stamped reports automatically.

Media & Entertainment

Summaries, highlights, and chapters

Turn raw footage into searchable production metadata, smart chapters, and recap reels.

Enterprise Meetings

From long meetings to action items

Convert recorded calls into actionable summaries, task lists, and decision logs.

Sports & Performance

Analyze plays and tactics

Surface player movement, tactical sequences, and the moments that decide matches.

Customer Experience

Evaluate every interaction

Score sentiment, behavior, and outcomes across customer videos at scale.

Education & Training

Make lessons searchable & summarized

Auto-generate chapters, learning insights, and per-concept summaries from courses.

Enterprise-scale video intelligence.

Designed to analyze massive video datasets efficiently and reliably. Analyze thousands of hours of footage with enterprise-grade speed and scalability.

Large-scale video indexing

Process and analyze massive video datasets in parallel pipelines.

Real-time AI analysis

Stream-time understanding for low-latency operational workflows.

Cloud-native deployment

Elastic infrastructure tuned for spiky and steady-state workloads.

Batch processing pipelines

Ingest entire archives overnight with deterministic SLAs.

API-first architecture

Every capability available through a clean, idiomatic interface.

Secure enterprise infra

Tenant isolation, audit logs, and on-prem deployment options.

Developer Experience

Integrate video intelligence into your applications.

Use Mikshi APIs and SDKs to embed advanced video analysis into your products and workflows — with structured JSON outputs and event-driven pipelines.

  • Video analysis APIs
  • Prompt-based workflows
  • Structured JSON outputs
  • Event & webhook support
  • Custom pipelines
  • Cloud & on-prem
mikshi.analyze.py
from mikshi import Client

client = Client(api_key="msk_...")

result = client.analyze(
  video_id="vid_4f2a...",
  prompt="Identify safety violations and "
         "generate a timestamped incident report",
  output_format="json",
)

for event in result.events:
  print(event.timestamp, event.summary)

Your videos already contain valuable intelligence.

Mikshi helps you uncover it faster — transforming video into searchable, analyzable, business-ready intelligence.

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