01
AI media monitoring
Ingest live streams and archives, transcribe, read on-screen text and flag what matters against your own rules, with real-time alerts and findings pinned to the second.
Applied AI studio
AI that watches, labels and verifies.
Monitor.Label.Detect.Verify.
We design and build production AI for organisations that handle large volumes of video, audio and documents. It monitors media around the clock, builds high-quality training data, flags synthetic content and keeps every result traceable. Everything runs in your cloud or on your own hardware.
24/7
Continuous monitoring pipelines
3
Deploy modes · cloud · hybrid · on-prem
2wks
Between working demos
100%
Code, models & data owned by you
Capabilities
Six disciplines, one team.
We combine perception models, language models and careful engineering. The result is AI your reviewers can trust, your auditors can follow and your IT team can run.
02
Data labeling & annotation
Model-assisted labeling for video, image, audio and text. Active learning sends humans only the hard cases, and QA workflows keep label quality measurable.
03
Deepfake & synthetic media detection
Detect manipulated faces, cloned voices and AI-generated images. Explainable scores and heatmaps show reviewers why something was flagged, not just that it was.
04
Speech & language AI
Transcription, translation and analysis, including low-resource languages. We fine-tune on your domain audio, so accuracy improves with every correction.
05
Document & knowledge AI
Retrieval over contracts, regulations and case files. Answers come in plain language with citations, and knowledge bases stay current as the source material changes.
06
Private & sovereign AI
Open models served on GPUs you control, with frontier models used only where they add value. We size the hardware, tune the cost and hand you the keys.
Solutions
Built once, tailored every time.
We start from proven solution blueprints, then shape each one around your data, your rules and your review workflow.
LIVE · ANALYSING
Rule match · Hate speech20:14:07High
Undisclosed sponsorship20:09:51Review
Media monitoring & compliance
Hours of broadcast, streaming and social video are reduced to a short list of moments that need a human. Each one comes with the words, the frame and the rule it may break.
Rules you controlCategories, severities and alert routing are configured in the UI, not hard-coded.
Chain of custodyOriginals are hash-sealed and kept in write-once storage, ready for evidence export.
Team reviewComments, statuses, case files and an audit trail of every decision.
AuthenticityLikely manipulated · 94%
Face boundary artefactsStrong
Lip-sync / audio mismatchStrong
C2PA provenanceMissing
Deepfake & synthetic media detection
Before a video is trusted as evidence, published or used for identity checks, find out whether it is real. Our ensemble checks the picture, the voice and the file's history.
Video, image & voiceFace-swap, lip-sync, generated-image and cloned-voice detectors run in one pass.
Explainable reportsHeatmaps, per-signal scores and a plain-language summary a reviewer can defend.
Stays currentDetectors are retrained as new generators appear, with regular evaluation against fresh samples.
vehicle · 0.97
person · 0.92
needs review
Pre-labeled by model8,240 itemsAuto
Sent to human review612 itemsQueue
Labeling studio
Training data is where AI projects succeed or stall. Models pre-label the easy cases, people handle the uncertain ones, and every label is versioned and scored for quality.
Every modalityBoxes, polygons, video tracks, audio segments, transcripts and text classes.
Active learning loopUncertain items go to people first, so each hour of labeling improves the model most.
Measurable qualityConsensus, gold-set checks and reviewer agreement tracked per batch.
Process
From idea to production, in steps you can see.
Fixed scope, fixed price and a working demo every two weeks. You always know what you're paying for and where the project stands.
01
Discover
1–2 weeks
We map your data, workflow and constraints, then return a written plan with sizing and running-cost estimates.
02
Prototype
2–4 weeks
We prove the AI on your real samples and measure accuracy before anyone commits to a full build.
03
Build
8–12 weeks
We build security, roles, review tools and integrations, with signed acceptance at every milestone.
04
Run & improve
Ongoing
Handover, training and warranty, then optional support while the models keep learning from your corrections.
Industries
Where we make an impact.
Our solutions are for teams whose work depends on reviewing large amounts of media or text accurately and defensibly.
Regulators & public sector Monitor
Broadcast compliance, election coverage and evidence preparation.
Media & newsrooms Verify
Source verification, archive search and synthetic media screening.
Trust & safety Detect
Content moderation queues, policy classifiers and escalation tooling.
Legal & compliance Search
eDiscovery, regulatory knowledge bases and case file assistants.
Banking & identity Verify
Liveness checks, deepfake defence for KYC and voice-fraud detection.
AI & research teams Label
Training data pipelines, evaluation sets and annotation at scale.
Technology
Open where it counts, frontier where it helps.
We are model-agnostic by design. Every model sits behind one interface, so moving from a paid API to your own GPUs is a configuration change.
PerceptionSee and hear
WhisperVision-language modelsObject detection & trackingOCRDeepfake detectors
ReasoningUnderstand and decide
Open LLMs on vLLMFrontier LLM APIsEmbeddingsRAG & rerankers
ProductWhere people work
ReactTypeScriptNestJSPython / FastAPIPostgreSQL + pgvector
InfrastructureRun it anywhere
Google CloudAWSOn-prem GPUsKubernetesTerraformCI/CD
Responsible by default
AI that informs. People decide.
Our systems do the first pass, and accountable people make the call. Every design decision supports that.
- Human in the loopFindings are suggestions. Reviewers confirm, dismiss and explain.
- Explainable outputQuotes, frames, heatmaps and sources, never a bare score.
- Data stays yoursYour region, your keys, or fully on premises.
- Full audit trailEvery view, edit and export is logged and attributable.
- Secure accessTwo-factor sign-in, SSO and role-based permissions.
- No lock-inSource code, weights and infrastructure are transferred to you.
Let's build
Too much to watch, label or verify by hand?
Send us a sample and tell us how your team works today. We'll come back with a scoped plan, a timeline and honest cost estimates.