# Adherenceshed

*/Startups/Adherenceshed*

## Startup Overview

This software cross-references real-time pharmacy dispense feeds with an automated patient outreach system. It tracks exactly when prescriptions are filled and picked up, triggering precise behavioral nudges to keep individuals on their required medication schedules.

Clinical teams and care managers face chronic blind spots when monitoring patient medication adherence between visits. Instead of relying on self-reported logs or missed refill alerts that arrive weeks late, providers use this system to detect adherence gaps the moment a patient fails to pick up a scheduled dispense.

Traditional methods rely on manual care manager check-in calls, consumer-facing pill trackers like Medisafe, or generic SMS reminder applications that fire blindly without clinical context. By contrast, this solution operates with full automation and grounds every interaction in deterministic dispense data. If a pharmacy feed registers a missed pickup, the system executes the appropriate automated outreach without requiring human intervention or patient self-reporting.

## Startup Founding Hypothesis

**Approach**: that cross-references pharmacy dispense feeds with automated patient nudges
**Competitors**:
- [manual care manager calls](/Competitors/manual_care_manager_calls)
- [Medisafe](/Competitors/Medisafe)
- [generic SMS reminder apps](/Competitors/generic_SMS_reminder_apps)
**Differentiator2x2**: fully automated in its outreach and grounded in deterministic dispense data

## Startup Solution Coordinate

**Solution**: [Dispense Outreach Agent](/Agents/Dispense_Outreach_Agent)

## Startup Position2x2

```mermaid
quadrantChart
    x-axis Manual Outreach --> Fully Automated Outreach
    y-axis Self-Reported Data --> Deterministic Dispense Data
    quadrant-1 Automated & Verified
    quadrant-2 Manual & Verified
    quadrant-3 Manual & Unverified
    quadrant-4 Automated & Unverified
    manual care manager calls: [0.15, 0.80]
    Medisafe: [0.85, 0.25]
    generic SMS reminder apps: [0.80, 0.15]
    Adherenceshed: [0.90, 0.85]
```

## Startup Offer

**Proof**:
- Targeting a 40% reduction in manual care-manager follow-up calls for routine medication check-ins.
- Aiming to improve 90-day medication adherence metrics by 15% across chronic disease cohorts.
- Designed to autonomously process and cross-reference daily dispense files for over 10,000 patients without human intervention.
**Tiers**:
- Name: Standard Cohort · Price: ~$1.50–$3.00 per active patient/mo · Inclusions: Daily ingestion of standard pharmacy dispense feeds, automated SMS/email nudge execution based on missed refills, and a unified care-manager exception dashboard for up to 1,000 managed patients.
- Name: Population Health · Price: ~$0.75–$1.25 per active patient/mo · Inclusions: Custom nudge cadence configuration, designed for EHR workflow routing, automated escalation protocols, and priority data reconciliation for populations exceeding 1,000 active patients.
**Guarantee**: If a verified pharmacy dispense record is not successfully matched to adjust the patient's automated outreach cadence within 24 hours of ingestion, the tracking fee for that specific patient is credited back for the month.
**Business Function**: ProvideService
**Objection Handlers**:
- Patients ignore generic SMS reminders: Adherenceshed nudges are not daily alarms; they are triggered specifically by a confirmed gap in pharmacy dispense data, making them highly contextual.
- Patient self-reporting is always inaccurate: The platform is designed to rely strictly on deterministic pharmacy dispense feeds and clearinghouse data, bypassing the need for patient honesty.
- Care managers lose visibility if outreach is automated: The system escalates high-risk patients directly to the care manager's dashboard immediately after consecutive missed refills.
- Automated PHI messaging is a compliance risk: All automated nudges use pre-cleared, non-clinical language and route through secure communication gateways designed to maintain HIPAA compliance.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Clinical and direct, delivering precise instructions without alarmist language
**Tagline**: Keep patients on their medications with dispense-triggered automated nudges
**Icon Concept**: vial
**Palette Intent**: warm-human
**Visual Identity**: A calming palette of soft coral and slate gray pairs with clean, highly legible typography designed for accessibility on patient mobile screens.
**Archetype Reference**: the-caregiver

## Startup Buyer Chain

**Chain**: B2B2C: Adherenceshed -> Health Plan Care Management -> Patient
**Gtm Motion**: Acquires enterprise health plans through direct outbound campaigns offering small-scale pilots that cross-reference historical dispense feeds to demonstrate immediate care management cost savings. Expands by graduating from narrow high-risk polypharmacy cohorts to covering all chronic disease populations within the payer network.
**Agent Channel**: Designed to target listings in SMART on FHIR registries and payer integration directories, enabling AI care coordination agents to discover and connect to automated dispense data feeds for autonomous patient monitoring.
**Primary Channel**: Direct outbound campaigns targeting Directors of Population Health and Clinical Operations, supplemented by search discovery for technical terms like deterministic dispense-based adherence automation.

## Startup Customer Journey

```mermaid
flowchart LR; A[Direct Outbound Campaign] --> B[Historical Dispense Pilot]; B --> C[Care Manager Dashboard]; C --> D[Standard Active Cohort]; D --> E[Chronic Disease Population]; E --> F[SMART on FHIR Registry];
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- A 60-day pilot with a 500-patient diabetes cohort to validate a 95 percent match rate between pharmacy dispense feeds and automated SMS nudge triggers
- A 90-day deployment across a regional care network to prove the system correctly escalates missed refills to the care manager dashboard within 24 hours of a missing dispense record
**Target Metrics**:
- Target: 40% reduction in manual care-manager follow-up calls for routine medication check-ins
- Target: 15% improvement in 90-day medication adherence metrics across chronic disease cohorts
- Aim: Autonomous processing of daily dispense files for 10,000 concurrent patients with zero manual data entry
**Target Case Studies**:
- Mid-sized regional Accountable Care Organization (ACO) aiming to eliminate manual medication check-in calls by routing verified pharmacy dispense data into automated patient nudges
- Specialty chronic care management clinic seeking to improve 90-day adherence metrics by replacing unreliable patient self-reporting with deterministic dispense tracking
**Testimonial Targets**:
- Director of Population Health: Validation that the platform accurately aligns patient outreach with actual pharmacy dispenses, bypassing the need for patient honesty
- Lead Care Manager: Relief that the exception dashboard strictly isolates high-risk patients who missed consecutive refills, eliminating blind check-in calls

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Major pharmacy chains cut off API access to dispense feeds or implement prohibitive data licensing fees. · Mitigation Status: in-progress
- Severity: high · Description: Automated SMS nudges referencing protected health information trigger TCPA compliance actions or HIPAA violations. · Mitigation Status: in-progress
- Severity: high · Description: Patient identity resolution across fragmented pharmacy feeds fails, leading to nudges sent for the wrong medications. · Mitigation Status: unmitigated
- Severity: moderate · Description: Patients habituate to the automated nudges and opt out, dropping engagement to levels comparable to generic reminder apps. · Mitigation Status: in-progress

## Startup Competitors

- [Manual Care Manager Calls](/Competitors/Manual_Care_Manager_Calls) — Status Quo
- [Medisafe](/Competitors/Medisafe) — Incumbent App
- [Generic SMS Reminder Apps](/Competitors/Generic_SMS_Reminder_Apps) — Status Quo
- [Perx Health](/Competitors/Perx_Health) — Digital Health
- [mPulse Mobile](/Competitors/mPulse_Mobile) — Engagement Platform

## Startup Solution Stack

- [Medication Adherence Service](/Services/Medication_Adherence_Service) — Service-as-Software
- [Dispense Outreach Agent](/Agents/Dispense_Outreach_Agent) — Agent
- [Pharmacy Feed API](/Software/Pharmacy_Feed_API) — Software
- [SMS Delivery Engine](/Software/SMS_Delivery_Engine) — Software

## Startup Story Brand

**Hero**:
- **Need**: to serve as a clinical interventionist, not a manual outreach operator
- **Want**: to ensure every patient finishes their prescribed medication regimen on schedule
- **Identity**: the care manager at a population health organization
**Plan**:
- Step: Upload · Detail: Securely ingest daily pharmacy dispense files and patient cohort lists into the secure gateway.
- Step: Check · Detail: Review the exception dashboard as the system cross-references dispense data with automated nudge history.
- Step: Intervene · Detail: Address high-risk escalations once the system identifies consecutive missed refills through deterministic data.
**Guide**:
- **Empathy**: When a pharmacy dispense record goes unmatched, the resulting manual call volume buries your clinical team.
**Problem**:
- **Villain**: manual care manager calls
- **External**: Care managers spend hours dialing patients for check-ins because Medisafe alerts and generic SMS reminders rely on unreliable patient self-reporting.
- **Internal**: You feel like a telemarketer chasing ghosts instead of a clinician managing health outcomes.
- **Philosophical**: Clinical expertise belongs in patient intervention, not in routine refill tracking.
**Success**: Routine outreach happens autonomously based on real pharmacy data, leaving your team to handle only the most critical clinical escalations.
**One Liner**: Instead of relying on manual care manager calls, Adherenceshed automates outreach based on real pharmacy dispense data — improving 90-day adherence metrics without human intervention.
**Positioning**:
- **So That**: outreach triggers only from confirmed pharmacy refill gaps
- **Unlike**: manual care manager calls
- **For Whom**: care managers at population health organizations
- **Category**: Automated medication adherence platform
**Call To Action**:
- **Direct**: Launch patient cohort
- **Transitional**: View nudge logic schema
**Failure Stakes**:
- Medication adherence metrics stagnate
- Care manager burnout from manual outreach
- Unnecessary hospitalizations from missed doses
**Transformation**:
- **To**: the population's adherence strategist
- **From**: a care manager chasing pharmacy receipts
**Controlling Idea**: Automation should be driven by deterministic pharmacy data, not patient self-reporting

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Instead of relying on manual care manager calls, Adherenceshed automates outreach based on real pharmacy dispense data — improving 90-day adherence metrics without human intervention.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: ce1ce2b7afd38cd9

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Automated medication adherence platform for care managers at population health organizations. Unlike manual care manager calls — outreach triggers only from confirmed pharmacy refill gaps.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 75d6cfb12d66eda5

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Care managers spend hours dialing patients for check-ins because Medisafe alerts and generic SMS reminders rely on unreliable patient self-reporting.
Solution: Instead of relying on manual care manager calls, Adherenceshed automates outreach based on real pharmacy dispense data — improving 90-day adherence metrics without human intervention.
Customer: care managers at population health organizations
Unlike: manual care manager calls
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 6af44b31bad96d34

## Startup Token M E D D P I C C

**Pain**: Care managers spend hours dialing patients for check-ins because Medisafe alerts and generic SMS reminders rely on unreliable patient self-reporting.
**Metrics**: Target: Routine outreach happens autonomously based on real pharmacy data, leaving your team to handle only the most critical clinical escalations.
**Rendered**: Pain: Care managers spend hours dialing patients for check-ins because Medisafe alerts and generic SMS reminders rely on unreliable patient self-reporting.
Economic buyer: Health Plan Care Management
Metrics: Target: Routine outreach happens autonomously based on real pharmacy data, leaving your team to handle only the most critical clinical escalations.
Competition: manual care manager calls
**Mechanism**: spine-derived-v1
**Competition**: manual care manager calls
**Economic Buyer**: Health Plan Care Management
**Vocab Fingerprint**: 7db0ab4c6af9ee92

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Automated medication adherence platform for care managers at population health organizations

care managers at population health organizations — Care managers spend hours dialing patients for check-ins because Medisafe alerts and generic SMS reminders rely on unreliable patient self-reporting. Instead of relying on manual care manager calls, Adherenceshed automates outreach based on real pharmacy dispense data — improving 90-day adherence metrics without human intervention.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: dbb4fe66e7188514

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Automated medication adherence platform. Instead of relying on manual care manager calls, Adherenceshed automates outreach based on real pharmacy dispense data — improving 90-day adherence metrics without human intervention. Serves care managers at population health organizations.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: e0113a02ae5b010b

## Neighborhood

### Candidate solutions

- [Care Plan Drop-Offs](/Problems/Care_Plan_Drop-Offs) — candidate solution for · Problems

### Composed of

- [SMS Delivery Engine](/Software/SMS_Delivery_Engine) — composes · Software
- [Pharmacy Feed API](/Software/Pharmacy_Feed_API) — composes · Software
- [Medication Adherence Service](/Services/Medication_Adherence_Service) — composes · Services
- [Dispense Outreach Agent](/Agents/Dispense_Outreach_Agent) — composes · Agents

### Competitors

- [Medisafe](/Competitors/Medisafe) — competes with · Competitors
- [Manual Care Manager Calls](/Competitors/Manual_Care_Manager_Calls) — competes with · Competitors
- [Generic SMS Reminder Apps](/Competitors/Generic_SMS_Reminder_Apps) — competes with · Competitors
- [Perx Health](/Competitors/Perx_Health) — competes with · Competitors
- [mPulse Mobile](/Competitors/mPulse_Mobile) — competes with · Competitors

### Embodies

- [Agent](/Theses/Agent) — embodies · Theses

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