“AI-native is how we work — not a slogan.” Our own compute, dedicated LLMs, and frontline AI Agents all grow on the same neural-network foundation.
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Trusted by leading brands across industries · Serving pharma and enterprise since 2019
Starting from healthcare compliance in 2019, we grow compute, models, and frontline channels on a single foundation — not a stack of SaaS tools, but a truly AI-native enterprise nervous system.
From the flagship integration engine to frontline channels, every product shares the same auditable brain.
The integrated AI brain for pharma. It unifies HCP engagement, PSP patient support, compliance auditing, and Veeva data flows into one governable hub, leaving an audit trail for every AI decision.
The brain for a general enterprise CRM. Automatic meeting transcription, AI opportunity summaries, and board automation make AI a trusted digital partner for sales teams — no more opportunities lost to forgetfulness.
Unified multichannel takeover on LINE OA and a 24/7 Dr.Desk clinic AI receptionist. Patient support, after-hours booking, HCP push — reaching the frontline directly and connecting seamlessly to the back office.
It unifies HCP engagement, PSP patient support, compliance auditing, and Veeva / IQVIA data flows into one governable hub. Every AI inference leaves a complete audit trail, so pharma sales compliance is no longer a manual burden.
Automatic meeting transcription, AI opportunity summaries, and board automation make AI a trusted digital partner for sales teams. Opportunities are no longer lost to missed notes, and progress is always trackable.
AI analyzes HCP prescribing behavior and preferences to auto-segment and push the most compliant education materials. Every interaction flows back to Veeva / IQVIA, so reps no longer file reports by hand.
AI transcribes in real time, auto-generates decision summaries and follow-up task lists, and advances CRM opportunity status in sync. The whole sales process shifts from “relying on memory” to “backed by data.”
Full product line — one foundation, pick your starting point by scenario
Behind the scenes is an auditable AI brain; the last mile reaches the field directly through LINE. HCP interaction data writes back to Veeva / IQVIA automatically, PSP patient support runs entirely on LINE, and Sales Chat attributes every multichannel sale — three scenarios, one foundation, each with its own dedicated compliance flow.
At its core, it makes LINE interaction data “live inside Veeva”: a physician's read rate, click rate, and engagement windows are written back to the customer card via the Veeva API on every event, so MRs never switch between two systems; then a cross-analysis of IQVIA prescribing potential × LINE engagement intensity auto-flags “high potential × high engagement” for priority visits.
Patient support/assistance programs run entirely on LINE with no app download: digital enrollment + OTP verification, electronic informed consent (with handwritten signature), case-manager assignment and regular proactive outreach, medication/return-visit reminders, drug pickup and delivery tracking, and automatic AE (adverse event) case creation and reporting to the drug-safety team — turning passive visits into proactive care.
Unified intake across LINE / FB / IG: AI greets 24/7, captures phone numbers, and assists with booking, all connected to the CRM; leads from ads are tracked all the way to a closed deal, with every step's source attributed.
Across healthcare, beauty, media, and manufacturing, Aiii AI creates measurable business value on the frontline.
Five-layer defense and zero-hallucination design auto-intercept off-label risk. Audit logs are retained end to end, making regulatory checks stress-free.
Read case →Compliant-script interception, after-hours takeover, and 24/7 AI responses that capture leads — tracking ad-sourced customers all the way to an actual visit.
Read case →Screw visual recognition, sub-second quoting engine, and order-intake traffic lights turn veteran craftsmen's know-how into AI-executable rules.
Read case →AI interactive recommendations and further-reading guidance raise reader dwell time and improve subscription conversion.
Read case →Combining gait analysis with voice models, early-sign detection keeps the golden treatment window from slipping away.
Read case →Own compute, on-premise capable, fine-tuned dedicated LLMs, ISO 27001 compliant
Five-layer defense, traceable, audit logs available anytime
Meetings into opportunity boards, cross-industry automation, no system swap
LINE / clinic front desk running 24/7, reaching the frontline directly
Let AI help you find the best-fit solution — whether it's pharma compliance, clinic AI, or an enterprise adoption roadmap.
Or simply book an AI strategy consult, and a consultant will plan in depth for your scenario
Integrates AWS Bedrock, Google Vertex AI, and OpenAI flagship models, plus healthcare-specific and open-source large language models and a self-built Mac Studio cluster in Taiwan — one gateway, the best price, billed by usage.
Pick the most cost-effective model by usage — no contract, pay as you go.
Tell us your scenario, and we'll use the same neural-network foundation to demo the best starting plan for you — from assessment to launch, measured in weeks.
