Always-On Channel Checks.
Machine-Scale. Auditable.
We run recurring channel checks automatically across thousands of real-world endpoints, producing a clean, comparable signal feed with transcripts, structured fields, and full audit trails—faster than manual calls or one-off expert networks.
How Funds Run Channel Checks Today
DIY Internal
Analysts and interns manually call or email channel participants, then summarize findings in notes and spreadsheets. High effort, limited reach.
Expert Networks
Buy access to experts, scheduled calls, and transcript libraries. Deep insights but higher cost, slower refresh, and difficult to scale into panels.
Research Boutiques
Commission project-based deliverables from third-party providers. Variable quality, slow turnaround, and hard to refresh on a recurring cadence.
Why Manual Channel Checks Break
Latency
By the time humans finish outreach, the signal window has often moved. Earnings surprises, demand shifts, and pricing changes don't wait for manual processes to catch up.
Coverage Limits
Analysts can't repeatedly call hundreds or thousands of endpoints on a daily or weekly cadence. Manual outreach caps out at a fraction of the addressable universe.
Inconsistent Inputs, Unstructured Outputs
Different callers ask different questions, then summarize in free text. Notes and transcripts don't become clean, trackable signals you can compare across weeks.
Compliance Anxiety
Anything resembling MNPI risk triggers heavy process. Without clear provenance, script control, and escalation paths, compliance review becomes a bottleneck for adoption.
Your Pain. Our Answer.
Every pain point maps to a concrete product feature.
Latency
"We need a pulse before earnings / while a thesis is live"
Always-On Calling + Alerting
Daily or weekly refresh cycles with anomaly detection. Stockouts up, discounting up, lead times widening — you know first.
Coverage Limits
"We can't staff this at scale"
Parallelization + Automation
Thousands of endpoints called in parallel, multi-language, consistent scripts with adaptive follow-ups, 24/7 time-zone coverage.
Unstructured Output
"Our notes aren't a dataset"
Structured Extraction + Indices
Availability, pricing, lead-time, promo intensity, substitution behavior — each with confidence scores. Aggregated indices by region and segment.
Compliance Anxiety
"Compliance wants auditability"
Provenance-First System
Call logs, script versions, transcripts, respondent role tags. No-MNPI guardrails and auto-redaction/escalation paths built in.
What You Receive
A recurring feed built from real conversations: endpoint-level rows, extracted fields, confidence scores, and aggregated indices by region and segment. Delivered as CSV/Parquet + API + dashboard.
Auto Dealer Availability & Discounting
200-500 dealers across 2-4 regions
Weekly for 6-8 weeks
On-lot availability, inbound allocation, wait times, discounting, most requested trims
Availability Index, Discounting Index by region, notable change alerts
Industrial Supply / Lead-Time Tracker
Distributors for a category (fasteners, electrical, HVAC)
Weekly
Lead times, backorders, price changes, allocation, substitute parts
Lead-time index, allocation tightness, price-change signals
Retail Promo Intensity & Inventory
300-1,000 stores or franchisees across regions
Weekly
Stockouts, promotional activity, foot traffic direction, returns
Promo index, stockout index by region/segment
B2B SaaS Voice of Customer
MSPs, resellers, or channel partners
Bi-weekly
Renewal intent, seat expansion, pricing pressure, competitor evaluations
Churn-risk directional signal, expansion momentum
Healthcare Services Utilization
Clinics, procurement, distributors
Weekly
Appointment backlogs, staffing constraints, supply issues
Utilization index, staffing tightness index
Signal Quality Metrics
Universe Attempt Rate
Track exactly how much of the panel was attempted every cycle, with outcome states for answered, voicemail, refusal, and invalid numbers.
Connect + Completion Rates
Monitor connect rate, completion rate, wrong-number rate, and extraction completeness to verify that signal changes are real, not collection artifacts.
Provenance by Default
Every data point ties back to call metadata, transcript evidence, respondent role tags, and script versions with anti-MNPI guardrails and escalation paths.
Pilot-to-Production
Start with a 6-8 week demo panel and graduate into always-on production coverage once your team validates tradability, timeliness, and process fit.
Always-On Channel-Check Infrastructure
Designed for live theses: persistent monitoring, high-cadence refresh, and transparent QA metrics across global endpoint panels.
API Integration
Integration Partners
Enterprise Support
Methodology
Strict Question Schema
We prioritize fields over anecdotes: availability status, lead-time days, discounting level, demand trend, substitutes offered, and confidence scoring per call.
Universe + Endpoint Maintenance
Client-defined universes are mapped to stable entity IDs with phone confidence scoring, source lineage, and ongoing number validity checks.
Cadence + Sampling Controls
Signals are generated on fixed schedules with explicit sampling policies so week-over-week movements are directly comparable.
Provenance + Compliance Controls
Call logs, script versions, transcripts, and role tags are preserved by default, alongside no-MNPI guardrails and redaction/escalation workflows.
QA + Signal Construction
Random human verification, consistency checks, and extraction QA feed into region/segment indices and alerting thresholds for analyst workflows.
Replace One-Off Calls With an Always-On Signal Feed.
Start with a pilot panel and see coverage, connect quality, and weekly signal movement before rolling into full production monitoring.
Dataset File
CSV/Parquet with endpoint-level rows, structured fields, timestamps, and confidence scores.
Dashboard
Indices, trend charts, anomaly flags, and week-over-week comparisons at a glance.
Methodology Brief
Universe, cadence, scripts, QA metrics, and compliance guardrails in a one-pager.