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Video, AI & real-time software development blog

Practical engineering writing on WebRTC, LiveKit, video streaming, AI agents, and telehealth — from the team that has shipped this software since 2005.

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Video streaming

Media over QUIC (MoQ): Production Status 2026

Media over QUIC (MoQ) in 2026: 11 vendors demoed at NAB, WebTransport is Baseline, sub-second at scale. Architecture, vendor status and when to pilot.

August 6, 2026

AI & agents

Video Anomaly Detection: Algorithms & Architecture 2026

Video anomaly detection that survives drift and false positives: the four algorithm families, a reference architecture, benchmarks and a decision guide.

July 15, 2026

WebRTC & real-time

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Fora Soft blog cover: a video window is not a contact center, on a dark blue gradient.
WebRTC & real-time

Video Call Center Software: Adding Video to Support

Video call center software adds live video to customer support. See the architecture, skills routing, PCI and recording rules, and build-vs-buy costs.

September 15, 2026

Real-time video analytics system with object detection, behavior analysis, and business intelligence
WebRTC & real-time

Real-Time Video Analytics: The 2026 Business Playbook

Real-time video analytics in 2026: the four highest-ROI uses, edge-vs-cloud architecture, the model stack, worked costs, EU AI Act rules, and pitfalls.

August 11, 2026

Low-latency video streaming with CDN optimization and efficient compression algorithms
WebRTC & real-time

Low-Latency Video Streaming: The 2026 Delivery Playbook

A 2026 playbook for low-latency video streaming: WebRTC vs LL-HLS vs HLS, codecs (H.264/HEVC/AV1), CDN choices, costs, compliance, and pitfalls.

August 11, 2026

SIP integration bridge connecting video conferencing with traditional office phone systems and landlines
WebRTC & real-time

SIP Video Conferencing Integration: 2026 Playbook

SIP integration for video conferencing: bridge WebRTC to PSTN, Cisco and Poly rooms, and call centers. 2026 architectures, codecs, pricing, pitfalls.

August 9, 2026

AI & agents

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Retail video analytics system tracking customer movement patterns, security alerts, and shopping behavior
AI & agents

Retail Video Analytics: 2026 Store Intelligence Guide

Ship retail video analytics that cuts shrinkage, self-checkout loss and planogram gaps in 2026: edge architecture, BIPA/GDPR posture, POS, and real ROI.

September 14, 2026

Real-time video translation enabling global teamwork with instant multilingual communication
AI & agents

Real-Time Video Translation: The 2026 Engineering Playbook

Real-time video translation in 2026: the ASR-MT-TTS pipeline, the new end-to-end models, build-vs-buy, worked cost math, compliance and pitfalls.

September 13, 2026

Blog: Real-Time Video Translation Integration: The Complete Guide for 2026
AI & agents

Real-Time Video Translation Integration: 2026 Playbook

How to integrate real-time translation into LiveKit, Agora, Daily, Mediasoup, Jitsi, Zoom, and Teams: patterns, hooks, caption sync, scaling, and compliance.

September 12, 2026

SIP multilingual conferencing with real-time AI translation and natural voice synthesis across languages
AI & agents

SIP Translation Integration: 2026 Real-Time Playbook

SIP translation integration in 2026: the streaming ASR to MT to TTS pipeline, managed speech-to-speech, latency, SIP/PSTN bridging, vendors and cost.

September 12, 2026

Video streaming

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Remote video production platform simplifying high-quality distributed team workflows
Video streaming

Custom Remote Video Production Platform: 2026 Playbook

Speed Space is a custom remote video production platform built for Revo Studio (Netflix, HBO): double-ender 1080p capture, crew roles, build-vs-buy cost.

September 18, 2026

Smart IPTV platform with interactive learning content, personalized recommendations, and multi-device viewing
Video streaming

Enterprise IPTV for Corporate Training: 2026 Playbook

Enterprise IPTV for corporate training: reference architecture, multicast vs eCDN, DRM, LMS integration, vendor comparison and when custom beats buying.

September 12, 2026

Video conference interface with multiple participants, screen sharing, and communication controls
Video streaming

Secure Video Communication Apps: 2026 Build Guide

How to build a secure video communication app in 2026: WebRTC encryption (DTLS-SRTP + E2EE), HIPAA/GDPR/EU AI Act compliance, architecture, and cost.

September 12, 2026

Enterprise video streaming: 50,000 viewers, one WAN pipe — do the math
Video streaming

Enterprise Video Streaming: Architecture, eCDN, MDM

Enterprise video streaming that holds at 50K concurrent: the eCDN math, MDM wiring, protocols, and cost to build an all-hands platform that never buffers.

August 10, 2026

Healthcare

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Healthcare

Remote Patient Monitoring Platform Development: 2026 Guide

Build a remote patient monitoring platform in 2026: six-layer architecture, the new CPT codes, HIPAA safeguards, real cost math, and build-vs-buy.

August 11, 2026

Healthcare

Telemedicine Platform Development 2026: Architecture, Cost

Telemedicine platform development in 2026: reference architecture, FHIR/EHR integration, a HIPAA video stack, AI scribe, and a real MVP cost model.

August 8, 2026

Blog: Why Telemedicine Platform Dev Companies Are Essential for Custom AI Chatbot Success
Healthcare

Telemedicine Software Development Company: 2026 Guide

How to choose a telemedicine software development company in 2026: build vs white-label vs hybrid, MVP scope, HIPAA, FHIR, real costs and timelines.

August 8, 2026

Blog: Telemedicine Platform Development Costs: The Complete 2026 Guide
Healthcare

Telemedicine App Development Cost in 2026: Tiered Guide

Telemedicine app development cost in 2026: $40K-$90K Tier 1 MVP, $120K-$280K EHR-integrated, $400K+ enterprise. Run-rate, hidden costs and ROI inside.

August 8, 2026

E-learning

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Real-time video translation system combining AI speech recognition, translation, and voice synthesis
E-learning

Video Translation for E-Learning: 2026 Build Guide

Build video translation for e-learning: live, recorded and hybrid caption pipelines, per-course glossaries, LMS and FERPA compliance, plus 2026 cost math.

August 11, 2026

Real-time translation in educational webinars enabling multilingual classroom learning
E-learning

Webinar Translation Software for Education: 2026 Playbook

Webinar translation software in 2026: accuracy bands, top vendors (Wordly, KUDO, Interprefy, Zoom, Teams), real costs, EAA and AI-Act rules, buy vs build.

August 11, 2026

Online learning system serving 15,000 users with comprehensive educational tools
E-learning

Online Learning Platform Development: 15,000-User Case Study

How we built Scholarly, a 15,000-user online learning platform with 2,000-seat live lectures on WebRTC + HLS: architecture, cost math, build-vs-buy.

August 10, 2026

E-learning

Online Proctoring in 2026: Architecture, AI & Privacy

ChatGPT broke 2020-era online proctoring. The 2026 stack: hybrid AI + human review, behavioural detection, and an EU AI Act-ready architecture.

August 8, 2026

Development process & cases

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Secure intercom system with AES-256 encryption, multi-factor authentication, and access control
Process & cases

Secure Intercom Systems: The 2026 Hardening Playbook

The 2026 playbook for secure intercom systems: threat model, five hardening layers, encryption, NDAA/FIPS/GDPR/BIPA compliance, and real cost math.

September 12, 2026

Simulate Slow Internet Connection Android: 5 Essential Testing Methods — cover illustration
Process & cases

Simulate Slow Internet on Android: 5 Methods (2026)

Simulate slow internet on Android: emulator throttling, tc/netem, Charles, DevTools, device farms. Commands, CI integration, WebRTC tips & costs (2026).

August 10, 2026

App update deployment architecture ensuring seamless upgrades without user disruption
Process & cases

App Update Best Practices: The 2026 Release Playbook

App update best practices for 2026: staged rollouts, feature flags, backward compatibility, OTA and humane force-updates that ship without churn.

August 10, 2026

Secure intercom software dashboard showing AES-256 encryption signed firmware multi-factor authentication and immutable audit logs across edge device, network, cloud and identity layers
Process & cases

Secure Intercom Software: 2026 Buyer & Builder Playbook

Secure intercom software in 2026: the five must-have controls, EU CRA/NIS2 and UK PSTI rules, a vendor comparison and a buy-vs-build framework.

August 10, 2026

Go deeper than articles

Structured courses, glossaries, and downloadable checklists from the same team.

Video encoding for streaming and deliveryVideo streaming end to endAI for video engineeringAudio for videoVideo surveillance & VMS engineeringTelemedicine, end to endDownloads catalog

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Streaming platform monetization strategies including subscriptions, advertising, and hybrid revenue models

Streaming Monetisation Strategies 2026: SVOD, AVOD, FAST

SVOD, AVOD, TVOD, FAST and hybrid streaming monetisation in 2026: real ARPU, churn, CPM and DRM numbers, app-store vs Stripe fees, and a build-cost model.

Aug 9, 2026
Software development project estimation processes for accurate timeline and budget forecasting

Software Estimation Techniques 2026: Methods & Template

Software estimation techniques for 2026: the six methods, a stage-by-stage decision matrix, a worked PERT example, cost breakdowns, and a free template.

Aug 9, 2026
Non-functional requirements defining system performance, security, and quality specifications

What Are Non-Functional Requirements? (2026 Guide)

Non-functional requirements explained: functional vs non-functional, the ISO/IEC 25010:2023 nine characteristics, measurable examples and 2026 compliance.

Aug 8, 2026

Speech-to-Speech Translation: 4 Vendors Compared 2026

Speech-to-speech translation vendors compared: DeepL Voice, KUDO, Interprefy and Meta SeamlessM4T on accuracy, latency and cost per minute, 2026.

Aug 8, 2026

Online Proctoring in 2026: Architecture, AI & Privacy

ChatGPT broke 2020-era online proctoring. The 2026 stack: hybrid AI + human review, behavioural detection, and an EU AI Act-ready architecture.

Aug 8, 2026

Video RAG: Chat With Your Recordings (2026 Playbook)

Video RAG done right: architecture, transcript chunking, vector stores, a 2026 cost model and eval. Build 'chat with my recordings' for video/audio apps.

Aug 8, 2026

Telemedicine Platform Development 2026: Architecture, Cost

Telemedicine platform development in 2026: reference architecture, FHIR/EHR integration, a HIPAA video stack, AI scribe, and a real MVP cost model.

Aug 8, 2026

Non-Functional Requirements Examples: 14 Categories (2026)

See 14 non-functional requirements examples with numeric thresholds, plus a copy-paste NFR template and worked specs for telehealth, streaming and AI.

Aug 8, 2026

How to Hire a Software Development Company (2026)

How to hire a software development company in 2026: partner archetypes, a 12-section RFP, an evaluation scorecard, and the honest when-not-to-hire-us.

Aug 8, 2026

OpenAI Realtime API: Production Voice Agents (2026)

Build a production voice agent on the OpenAI Realtime API: gpt-realtime-2.1 architecture, real $/min math, 800ms latency, Vapi vs LiveKit, the HIPAA catch.

Aug 8, 2026
Blog: Telnyx WebRTC Development: Complete Guide to Real-Time Communication Solutions

Telnyx WebRTC Development in 2026: When It Wins and Costs

Telnyx WebRTC development in 2026: when it beats LiveKit, Daily, Agora and Twilio, plus AI voice agents, HIPAA, architecture and real build costs.

Aug 8, 2026
Blog: Why Telemedicine Platform Dev Companies Are Essential for Custom AI Chatbot Success

Telemedicine Software Development Company: 2026 Guide

How to choose a telemedicine software development company in 2026: build vs white-label vs hybrid, MVP scope, HIPAA, FHIR, real costs and timelines.

Aug 8, 2026
Blog: Telnyx API Integration Services: Complete Guide to Choosing the Right WebRTC Development Partner

Telnyx API Integration Services (2026 Buyer's Guide)

Telnyx API integration services in 2026: verified pricing vs Twilio, build-cost ranges, an A2P 10DLC + AI voice-agent playbook, plus a partner checklist.

Aug 8, 2026
Blog: Unlocking Faster Connections: What QUIC and MoQ Mean for Your Software

QUIC Streaming & MoQ: The 2026 Business Guide

QUIC streaming and Media over QUIC (MoQ), explained for product teams: latency, cost vs WebRTC, a protocol comparison, and when to pilot in 2026.

Aug 8, 2026
Blog: P2P, SFU, MCU, Hybrid: Which WebRTC Architecture Fits Your 2026 Roadmap?

SFU vs MCU vs P2P: Choose a WebRTC Architecture 2026

SFU vs MCU vs P2P WebRTC architectures compared for 2026: unit economics, security, the AI layer, a vendor shortlist, a real case, and a 5-question guide.

Aug 8, 2026
Blog: React Native Video Chat App Development: The Complete Guide for 2026

React Native Video Chat: 2026 SDK, Cost & Architecture

React Native video chat in 2026: LiveKit vs Agora vs Stream, P2P/SFU/MCU architecture, a worked cost model, and a 12-week MVP plan from a senior team.

Aug 8, 2026
Blog: Telemedicine Platform Development Costs: The Complete 2026 Guide

Telemedicine App Development Cost in 2026: Tiered Guide

Telemedicine app development cost in 2026: $40K-$90K Tier 1 MVP, $120K-$280K EHR-integrated, $400K+ enterprise. Run-rate, hidden costs and ROI inside.

Aug 8, 2026

How to Build Custom Telehealth Software: HIPAA and FHIR

Telehealth software development in 2026: HIPAA, FHIR R4, CMS reimbursement, RPM, AI scribes and MVP cost — a build playbook from a team that ships it.

Aug 8, 2026
OTT streaming platform with AI recommendations, VR viewing experiences, and green energy infrastructure

OTT Platform Development: Build vs Buy Guide 2026

OTT platform development in 2026: an honest build-vs-buy playbook with real costs, the CMAF + multi-DRM stack, hybrid monetization, and when not to build.

Aug 8, 2026
Real-time HDR processing for perfect lighting balance in virtual property tours

Real-Time HDR Processing for Virtual Property Tours in 2026

Real-time HDR processing for virtual property tours in 2026: the pipeline, hardware, Matterport-vs-custom, a worked cost model, and the pitfalls to avoid.

Aug 8, 2026
Telehealth platform with AI-powered video consultations, patient monitoring, and secure communication

Telehealth Software in 2026: AI Video and HIPAA

Telehealth software in 2026: pick the right SFU/AI video stack, hit HIPAA, integrate FHIR, and ship in 12 weeks. Architecture, vendors, cost models.

Aug 8, 2026
Picture-in-Picture Mode: Complete Implementation Guide 2025 — cover illustration

Picture-in-Picture Mode: Web, iOS, Android Guide 2026

Ship Picture-in-Picture mode on web, iOS, Android and WebRTC calls: working code, Document PiP, App Review traps and real 2026 cost estimates.

Aug 8, 2026
ONVIF Profile M standard for video surveillance with object detection and analytics interoperability

ONVIF Profile M in 2026: The Metadata Standard That Ends Multi-Vendor Analytics Chaos

ONVIF Profile M standardizes analytics metadata and events across multi-vendor cameras, VMS and IoT. Read the DoC right, dodge the traps, ship faster.

Aug 8, 2026
ONVIF profiles enabling video surveillance interoperability across multi-vendor security systems

ONVIF Profiles Explained: S, T, G, M, V Guide (2026)

ONVIF profiles explained for 2026: Profile S retirement, T, G, M, the new cloud Profile V, add-ons, DoC audit steps, plus vendor and NDAA reality.

Aug 8, 2026

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