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Applied AI projects, sorted by workflow.

Explore the portfolio by the business problem you want to solve: faster reviews, cleaner handoffs, sharper decisions, and tools your team can actually use.

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AutomationAutomationsRepeatable work turned into a reliable workflow, dashboard, or internal tool.ChatbotChatbotSupport and internal assistants that answer from the right company material.PythonPython ScriptsSmall scripts that clean data, connect tools, run reports, or power a workflow.MVP SaaSMVP SaaSLean SaaS builds that prove the product, workflow, and buyer story quickly.Voice AIVoice AIVoice, audio, and conversation tools for review, routing, and decision support.DocumentsDocument ReviewContract, PDF, and knowledge-base tools that make buried details easy to act on.AI AgentsAI Agents & Workflow AutomationAgentic systems that classify work, draft actions, route tasks, and keep humans in control.AssistantsAI Assistants & Knowledge ChatAssistants that answer questions from internal context, documents, and tool data.Document AIDocument AI & Knowledge SearchParsing, extraction, OCR, comparison, and retrieval systems for document-heavy work.Voice IntelVoice AI & Conversation IntelligenceVoice, call, and meeting systems that extract next steps, signals, and follow-up actions.VisionComputer VisionAI systems that analyze images, video, screenshots, camera feeds, and inspection data.On-deviceCore ML & On-Device AIMobile AI workflows that run locally for privacy, speed, or offline use.MLOpsMLOps & AI InfrastructureMonitoring, evaluation, versioning, and operations for AI systems in production.ForecastingForecasting & Decision IntelligencePredictive systems that turn business data into risk, demand, revenue, or planning signals.RevenueGrowth & Revenue AutomationAutomation for lead routing, churn prevention, outreach, CRM updates, and sales follow-up.Creator ToolsGenerative Media & Creator ToolsCreative workflows for hooks, scripts, captions, variants, audio, and video production.Risk & EvalRisk, Compliance & AI EvaluationGuardrails, review queues, policy checks, regression tests, and risk-scored AI workflows.Data OpsData Automation & LabelingData cleanup, labeling, validation, KPI reporting, and human review workflows.Edge AIEdge AIAI workflows designed for local hardware, constrained devices, and near-source processing.Health AIHealth/Fitness AIHealth, revenue cycle, fitness, and coaching workflows with careful review boundaries.ManufacturingManufacturing AIInspection, anomaly detection, QA review, and production-floor AI workflows.
All projects39 projects
CS / 01
ThalamusDocument automation · Knowledge search

AI search that understands your company documents.

"Talha made a hard document product simple to explain, sell, and use."

Product team, Levitate Data
AutomationChatbotMVP SaaSDocuments
Open case
Stylized Thalamus interface showing document search, cited sources, and answer confidence
CS / 02
AletheiaVoice AI · Video review

Review signals inside important calls.

"Aletheia shifted from a technical feature set to a clear story for reviewing key conversations."

Product team, Levitate Data
Voice AIAutomationMVP SaaS
Open case
Stylized Aletheia interface showing call review, transcript, waveform, and signal tracks
CS / 03
FRCMConstruction contracts · Review automation

Contract review automation for construction teams.

"Talha turned a complicated contract workflow into a product people could understand right away: upload, review risk, and move forward."

First Rule team
AutomationChatbotMVP SaaSDocuments
Open case
Stylized First Rule Contract Manager interface showing contract risk review and playbook guidance
CS / 04
RetinaRetail forecasting · Python automation

Inventory forecasts that shifted purchasing decisions.

"Talha identified what wasn't worth building and delivered the tool that shifted my purchasing decisions."

Priya Krishnan, Founder, Retina
AutomationPython
Open case
Stylized Retina interface showing retail demand forecasting, purchase planning, and chat workflow
CS / 05
CrayoAI video · Short-form automation

AI video tools for viral short-form content.

"Crayo is now summed up in one promise: create short videos in seconds."

Product team
AutomationMVP SaaSVoice AI
Open case
Screenshot-style visual for Crayo showing an AI short-form video editing product
CS / 06
MusicfyGenerative audio · Voice cloning

AI covers in any voice.

"Musicfy became easier to understand as a creator tool: pick a voice, make a cover, and keep experimenting."

Product team
AutomationMVP SaaSVoice AI
Open case
Screenshot-style visual for Musicfy showing an AI voice and song generation product
CS / 07
Just ListenAudiobooks · Subscription audio

Audiobooks made affordable and easy to start.

"Just Listen became easier to explain as one direct offer: the cheapest way to listen to audiobooks."

Product team
MVP SaaSVoice AI
Open case
Screenshot-style visual for Just Listen showing an audiobook product experience
CS / 08
Study PotionEducation AI · Study automation

AI study materials that turn notes into practice.

"Study Potion became easier to explain as a simple loop: upload material, generate practice, and keep studying."

Product team
AutomationMVP SaaS
Open case
Study Potion AI homepage visual showing instant flashcards, quizzes, and study material
CS / 09
GoMoon.aiTrading analytics · Economic calendar

Market-moving events made easier to track.

"GoMoon.ai is easier to understand as a market calendar with context, timing, and AI summaries in one place."

Product team
AutomationPythonMVP SaaS
Open case
GoMoon.ai abstract product visual from the source projects page
CS / 10
RevanaAI support staff · Sales automation

AI support staff for revenue and customer questions.

"Revana became a clearer offer: AI support staff that answers, qualifies, and hands off when a human should step in."

Product team
AutomationChatbotMVP SaaS
Open case
Revana source visual with brand mark
CS / 11
TrailblazerSEO · Content growth

SEO content operations built for profitable growth.

"Trailblazer became easier to sell as an SEO operating system with in-house impact at fractional cost."

Product team
AutomationPythonMVP SaaS
Open case
Trailblazer Marketing source visual showing profitable SEO positioning
CS / 12
CoversaIQCall center AI · Agent coaching

Conversation intelligence for sales and support agents.

"CoversaIQ became easier to explain as the system that turns every call into coaching, follow-up, and management visibility."

Product team
AutomationVoice AIChatbotMVP SaaS
Open case
CoversaIQ source visual showing call analytics on a laptop dashboard
CS / 13
AI Voice SystemRealtime voice · Twilio automation

Realtime AI voice calls with latency under two seconds.

"The voice system moved from a slow demo to a production-ready conversation loop."

Product team
AutomationVoice AIChatbot
Open case
AI Voice System source visual showing a chat and call interface
CS / 14
Resume ScreenerRecruiting agents · OCR workflow

Agentic resume screening for faster recruiting shortlists.

"The resume screener became a practical recruiting agent: faster intake, clear evidence, and human review at the end."

Product team
AutomationDocumentsPython
Open case
Agentic Resume Screener source visual showing a laptop with an application interface
CS / 15
Document OCRHybrid search · OCR pipelines

Document retrieval and OCR automation for grounded answers.

"The document pipeline became reliable because OCR, parsing, retrieval, and citations were designed together."

Product team
AutomationChatbotDocumentsPython
Open case
Document Retrieval and OCR Automation source visual showing a code editor interface
CS / 16
Credit ScoringRisk modeling · Explainable ML

Credit scoring with explainability for lending risk.

"The credit model became more than a score: it included validation, drivers, and a reviewable risk report."

Product team
AutomationPython
Open case
Credit scoring model source visual showing financial analytics and code
CS / 17
Content SafetyVision AI · Recommendations

Content safety and recommendation systems for short-form video.

"The recommendation system improved because safety, visual understanding, and ranking were treated as one content intelligence workflow."

Product team
AutomationPythonMVP SaaS
Open case
Content Safety and Recommendations source visual showing computer vision emotion detection
CS / 18
AI Workflow AgentInbox automation · CRM routing

AI inbox triage and reply assistant for priority work.

"AI Inbox Triage made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
AutomationAI AgentsRevenue
Open case
AI inbox dashboard showing prioritized emails, drafted replies, and task routing.
CS / 19
Document AI SystemFinance extraction · Human review

Invoice and purchase order automation for finance review.

"Invoice PO Automation made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
AutomationDocumentsDocument AIData Ops
Open case
Document AI interface extracting invoice and purchase order fields for finance review.
CS / 20
Revenue AgentSales calls · CRM updates

Meeting-to-CRM revenue agent for sales follow-up.

"Meeting CRM Agent made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
AutomationVoice AIVoice IntelRevenue
Open case
AI meeting intelligence dashboard turning sales calls into CRM updates and follow-up actions.
CS / 21
Knowledge ChatInternal documents · Cited answers

Internal knowledge assistant with source citations.

"Knowledge Assistant made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
ChatbotDocumentsAssistantsDocument AI
Open case
Internal knowledge assistant answering a question with cited company documents.
CS / 22
Healthcare AIClaim review · Appeal support

Healthcare RCM assistant for claim denial review.

"Healthcare RCM Assistant made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
AutomationDocumentsRisk & EvalHealth AI
Open case
Healthcare revenue cycle AI assistant reviewing claim denial details and appeal opportunities.
CS / 23
Voice AI AgentLead qualification · Calendar booking

AI voice appointment setter for qualified calls.

"Voice Appointment Setter made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
Voice AIAutomationVoice IntelRevenue
Open case
Voice AI appointment setter qualifying a caller and booking a meeting.
CS / 24
AI Evaluation DashboardPrompt QA · Safety checks

AI quality and guardrails dashboard for reliable releases.

"AI Quality Guardrails made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
MLOpsRisk & Eval
Open case
AI quality dashboard showing model evaluation scores, regression checks, and guardrail results.
CS / 25
Data AutomationSpreadsheet cleanup · KPI dashboard

Spreadsheet-to-dashboard automation for business KPIs.

"Spreadsheet Dashboard made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
PythonAutomationData OpsForecasting
Open case
Automation workflow turning spreadsheet data into clean business dashboards.
CS / 26
Risk Review ToolDocument comparison · Policy risk

Policy and contract change monitor for review risk.

"Contract Change Monitor made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
DocumentsDocument AIRisk & Eval
Open case
AI contract comparison tool highlighting policy changes and review risks.
CS / 27
Generative Media ToolCreative testing · Ad variants

Ad creative variant generator for testing hooks.

"Ad Creative Generator made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
AutomationCreator ToolsRevenue
Open case
AI creative workflow generating ad hooks, captions, scripts, and campaign variants.
CS / 28
Decision IntelligenceCustomer health · Retention signals

Churn risk predictor for customer retention.

"Churn Risk Predictor made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
PythonForecastingRevenue
Open case
Customer churn prediction dashboard showing account risk scores and retention signals.
CS / 29
Recruiting AI AgentCandidate matching · Outreach drafts

Recruiting outreach agent for candidate pipelines.

"Recruiting Outreach Agent made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
AutomationDocumentsRevenueAI Agents
Open case
AI recruiting workflow screening candidates and drafting personalized outreach.
CS / 30
Computer VisionShelf monitoring · Restock alerts

Retail shelf intelligence for restock visibility.

"Retail Shelf Intelligence made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
VisionEdge AIData Ops
Open case
Computer vision dashboard detecting empty retail shelves and misplaced products.
CS / 31
On-Device Fitness AICore ML · Pose tracking

CoreFit on-device pose coach for form feedback.

"CoreFit Pose Coach made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
On-deviceHealth AIEdge AI
Open case
Core ML fitness app showing on-device pose tracking and exercise form feedback.
CS / 32
Manufacturing Vision AIDefect detection · Human review

DefectLens quality inspection for assembly-line review.

"DefectLens QA made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
VisionManufacturingRisk & Eval
Open case
Computer vision quality inspection tool detecting product defects from assembly-line images.
CS / 33
MLOps SystemModel monitoring · Retraining alerts

ModelOps command center for production AI.

"ModelOps Command made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
MLOpsRisk & EvalForecasting
Open case
MLOps dashboard tracking model drift, latency, prediction quality, and retraining signals.
CS / 34
On-Device Privacy AICore ML · Local redaction

PrivacyScan on-device redaction for sensitive fields.

"PrivacyScan made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
On-deviceRisk & EvalEdge AI
Open case
Core ML privacy app detecting and redacting sensitive information on-device.
CS / 35
Data Labeling WorkflowAI pre-labels · Human review

AutoLabel data studio for reviewable datasets.

"AutoLabel Studio made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
Data OpsVisionAI Agents
Open case
AI data labeling studio pre-labeling images and routing uncertain samples for review.
CS / 36
Fleet Vision AIDashcam analysis · Driver coaching

FleetCam safety intelligence for driver risk.

"FleetCam Safety made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
VisionEdge AIRisk & Eval
Open case
Computer vision fleet safety dashboard detecting driver risk events from dashcam footage.
CS / 37
Multimodal SearchField photos · OCR snippets

FieldVision knowledge search for inspection evidence.

"FieldVision Search made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
Document AIVisionAssistants
Open case
Multimodal field search system finding inspection photos, notes, and document evidence.
CS / 38
On-Device Document AIExpense capture · Local extraction

On-device receipt scanner for expense data.

"Receipt Scanner made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
On-deviceDocument AIData Ops
Open case
Core ML receipt scanner extracting structured expense data directly on-device.
CS / 39
AI Quality BenchModel comparison · Regression testing

EvalForge AI quality bench for model releases.

"EvalForge Bench made the workflow easier to explain: the inputs, AI review, human handoff, and business action are all visible in one place."

Product team
MLOpsRisk & Eval
Open case
AI evaluation bench comparing model versions, test results, and deployment readiness.
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