HummingByte Labs
The laboratory is open
Labs is our product-research practice: ideas taken seriously enough to be framed, designed, architected, and evaluated — before anyone commits a budget to them. It's how we stay sharp between client engagements, and how you can inspect the way we think.
AI Field Report Assistant
Turn a technician's voice notes and photos into structured, reviewable service reports — before they leave the site.
- Mobile
- AI
- B2B
- Automation
Clinical Document Navigator
Find the right passage in thousands of pages of patient documents — located by AI, cited to the source, verified by a person, every time.
- AI
- B2B
- SaaS
Predictive Maintenance Console
Sensor-driven maintenance planning where models propose and planners decide — built to fight alert fatigue without missing the failure that matters.
- AI
- SaaS
- B2B
- Automation
Restaurant Operations Copilot
A shift manager's companion for independent restaurant groups — prep, ordering, handovers, and checks that survive a loud kitchen.
- Mobile
- AI
- Automation
- B2B
AI Contract Review Workspace
First-pass contract review against your own playbook: clauses extracted, deviations flagged with citations, and a lawyer approves everything.
- AI
- SaaS
- B2B
Multilingual Travel Companion
Situational language help for travelers — the pharmacy, the delayed train, the allergy — with honest offline tiers instead of another translation app.
- Mobile
- AI
- Consumer
Subscription Intelligence Dashboard
Revenue analytics for small subscription businesses where every number traces to its events — and the AI insights layer deliberately didn't make the cut.
- SaaS
- B2B
Offline Emergency Reference
First-aid and emergency guidance that opens in under two seconds with no signal — engineering for the one moment an app is not allowed to fail.
- Mobile
- Consumer
Employee Knowledge Search
Retrieval-augmented search over internal documents — where permissions, index freshness, and the evaluation harness are the actual product.
- AI
- Internal tools
- B2B
Privacy-First Personal Journal
Our own journaling app in development: reflection prompts and pattern summaries on-device, end-to-end-encrypted sync, and nothing to monetize but the price.
- Mobile
- AI
- Consumer
Personal Energy Coach
Gentle energy forecasts from sleep, activity, and how you say you feel — insights you can ignore safely, with no medical claims attached.
- Mobile
- AI
- Consumer
Carbon-Aware Delivery Planner
Route and load planning that prices emissions next to hours and euros — and shows planners exactly why each route won.
- AI
- Automation
- B2B
Smart Property Operations
Maintenance, vendor dispatch, and unit history for mid-size property managers — automated where safe, audited everywhere.
- SaaS
- Automation
- B2B
Accessible City Guide
Navigation and venue truth for wheelchair users and low-vision travellers — accessibility as the product, verified by the people it serves.
- Mobile
- Consumer
Voice-First Daily Organizer
Can speaking a task beat typing it while walking, driving, or cooking — and when should the app just open the keyboard?
- Mobile
- AI
- Consumer
Construction Progress Recorder
Dated, geotagged, structured photo evidence of build progress — documentation that stands up in a payment dispute.
- Mobile
- B2B
Family Logistics Planner
Shared calendars, tasks, and handoffs built for two-household and caregiver realities — deliberately predictable, deliberately AI-free.
- Mobile
- Consumer
Adaptive Learning Companion
Spaced practice that adapts difficulty to performance — with an AI tutor that explains, never grades, and knows what it doesn't know.
- Mobile
- AI
- Consumer
Fleet Inspection Mobile Suite
Daily walk-around vehicle checks that produce regulator-grade records — offline in the yard, with defects escalated straight to a mechanic's queue.
- Mobile
- Automation
- B2B
Creator Production Planner
A production pipeline for serious independent creators — and an experiment in whether structure sustains creative momentum or quietly kills it.
- SaaS
- Consumer
Visual Inventory Counter
An on-device computer-vision exploration: point a phone at a shelf, get a count — and know exactly when a barcode is the better answer.
- Mobile
- AI
- B2B
Community Safety Reporting
Report broken lighting and dangerous crossings to the municipality — through a channel designed to stay trusted, abuse-resistant, and unsurveilled.
- Mobile
- Consumer
Remote Equipment Monitor
Ingest unreliable telemetry from a zoo of industrial equipment, establish honest baselines, and page a human only when it genuinely matters.
- SaaS
- Automation
- B2B
Hospitality Guest Companion
A boutique-hotel guest companion for arrival, requests, and local guidance — where every reply visibly comes from a person, never a chatbot wall.
- Mobile
- B2B
- Consumer
Personal Finance Scenario Planner
Model life's big what-ifs — move city, change job, buy versus rent — on assumptions you can see and edit. Educational modeling, never financial advice.
- SaaS
- AI
- Consumer
Agricultural Field Intelligence
Scouting notes, photos, satellite and weather layers become field-level observations — AI suggests where to look, agronomists decide what it means.
- Mobile
- AI
- B2B
Intelligent Support Triage Console
Classify and route inbound support with a human in the loop: agents own every reply, and deflection only counts when the problem stays solved.
- AI
- Automation
- B2B
- Internal tools
Event Operations Command Center
Run-of-show, staff comms, and incident tracking for live events — built for venues where the network dies the moment doors open.
- SaaS
- Mobile
- B2B
Secure Travel Document Wallet
Local-first encrypted storage for passports, visas, and insurance — with emergency access and a border-crossing mode, and no cloud copies to leak.
- Mobile
- Consumer
B2B Sales Briefing Assistant
A one-page, source-linked brief on any account, generated from the tools a sales team already uses.
- AI
- B2B
- Internal tools
AI Meeting Decision Tracker
Extract decisions and owners from meetings — not summaries — into a log that survives. A missed decision beats an invented one.
- AI
- Internal tools
- B2B
Logistics Exception Manager
An exception queue with resolution playbooks: automation clears the boring steps, humans make the judgment calls, and legacy systems are respected.
- SaaS
- Automation
- AI
- B2B
Accessible Medication Reminder
A medication reminder designed first for older adults and low vision: huge type, voice confirmation, caregiver visibility with consent — and no AI.
- Mobile
- Consumer
Nothing matches that combination — loosen a filter and the lab reopens.
Which of these is closest to your problem?
Labs studies often become the starting point for real engagements — the thinking transfers. Tell us what you're wrestling with.