Perch Insights
The Perch Platform

Mission Control starts here.

AI is only as good as the foundation beneath it. Perch is the complete stack: governed data, 1,000+ expert-built metrics, a domain-trained AI analyst, and a dedicated team managing it all end-to-end. From signed contract to actionable intelligence in 30 days.

Explore the Platform
Perch Mission Control: producer performance analysis with KPI tables and an AI Guide summary panel
The Current State of Affairs
Tangled diagram of disconnected data systems: marketing platforms, CRM, surveys, leads, calls, chats, tickets, products, agents, data lake/warehouse, Tableau, Excel analysts, customer journey reports, channel reports, intraday reports, executive reports — all connected by a chaotic web of black lines.

Messy Data.
Missed Opportunities.

Most organizations run their customer journey across ten or more disconnected systems. Every report request spawns a one-off pipeline. No two analysts build it the same way, and no one can maintain what someone else built. When a source system changes, the pipeline breaks and the data goes stale.

The deeper problem is trust. The same metric calculated in three places produces three different answers. Every meeting starts with a data debate before anyone gets to the actual decision. Leaders stop relying on the numbers because the numbers have let them down before.

The result is a business that is always one analyst departure away from flying blind. The knowledge lives in people, not the platform. When they leave, everything they learned about the business leaves with them.

Perch was built for exactly this problem.

Data ModelSemantic LayerCompany Context ManagerThe GuideThreadsDedicated PodAPI and Embed
Component 01 · Data Model

One source of truth for your entire customer journey.

Sources → Unified Warehouse
CRMSalesforceDialerFive9CCaaSNICE CXoneMarketingGA4 · MetaBillingStripeWFMVerintUNIFIED MODELOne customer.One number. Same answer.
All pipelines healthy· last sync 47s ago · 18.4M events today

Most organizations run their customer journey across eight to twelve disconnected systems. No two of them agree on the same number. Every analysis starts with a reconciliation meeting before anyone can ask the actual question.

Perch builds and maintains a unified data model that joins every source into one governed warehouse. CRM, dialer, CCaaS, marketing, billing, and WFM data all flow into a single record of every customer interaction, every campaign result, and every agent activity. One number. One answer. No debate about whose spreadsheet is right.

Perch owns the pipelines, the maintenance, and the data quality end to end. When a source system changes, Perch handles it. Your team never touches the infrastructure.

Component 02 · Semantic Layer

1,000+ metrics, built by experts, mapped to your business.

Semantic Layer · Metric Library
1,047 METRICS
Search metrics · "conversion"⌘K
AllConversionQualityCostRetentionAgentOperations
Conversion Rate
GOVERNED
Sales / qualified leads, by source · governed
Source
CRM · Dialer
First-Call Resolution
Resolved on first contact, by issue type
Source
CCaaS · Tickets
Lead-to-Opportunity Rate
Qualified leads → opportunity, by campaign
Source
CRM · Marketing
Agent Handle Time
Avg seconds, weighted by call type
Source
Dialer · WFM
Cost per Acquisition
Ad spend + servicing cost / acquired customer
Source
Billing · Marketing
Net Revenue Retention
Trailing 12-month, cohort-aligned
Source
CRM · Billing
Showing 6 of 1,047 · scoped to your accountView all →

Raw data is not intelligence. A warehouse full of tables and columns is only useful when every metric is defined precisely, consistently, and in the language your business actually uses.

The Perch Semantic Layer contains over 1,000 expert-built metrics and dimensions mapped to every stage of the customer journey. Lead quality. Conversion. Contact rate. Agent performance. Retention. Every metric is defined once, governed centrally, and used by every team. The data debate ends before it starts.

Because Perch built and maintains the semantic layer, your analysts are not spending cycles on definitions. They are spending them on decisions.

Component 03 · Company Context Manager

An AI that knows your business, not just your numbers.

Company Context Manager
Synced
Org Structure
4 regions · 18 teams · 412 agents
AUTO
KPI Targets
Conv 13.5% · CPA $165 · NPS 62
SET
Agent Tiers
Tier 1 · Tier 2 · Tier 3 · Coaching
AUTO
Campaign Names
Q1 Acquisition · Win-back · Renewal Push
AUTO
Playbook Rules
Lead < 24h · Escalate after 3 attempts
SET
Metric Benchmarks
12-mo trailing · cohort-aligned
AUTO
Domain Model
Updated 2 min ago
CONTEXT IN · INTELLIGENCE OUT

A generic AI will give you generic answers. It can tell you that conversion dropped. It cannot tell you whether that drop is normal for your Q1 seasonality, which vendor is responsible, or whether it matches the pattern you saw in March of last year.

The Company Context Manager is what makes the Perch Guide domain-specific to your operation. Your org chart, performance benchmarks, KPI targets, agent tiers, campaign structures, and playbook rules all feed the AI continuously. When context changes, the model updates. The Guide always understands your business the way your best analyst does, without turnover risk.

This is what separates Perch from any generic AI product. The intelligence is not just about data. It is about context.

Component 04 · The Guide

Always analyzing. Always there to answer.

The Guide
Live · monitoring 412 metrics
SURFACED · 4 MIN AGO
Contact rate declined 8 points in the West Region this week. Staffing adherence is the primary driver. Two supervisors account for the majority of the gap.
Where
West Region · Dialer queue 4
When
Mon–Wed, 1–4 PM PT
Driver
Adherence 78% vs 92% benchmark
Owners
@martinez · @lee
Contact rate · 14 days
shift starts
Open threadNotify owners
ASK · LIVE SESSION
Why did conversion drop in Q1?
Conversion dropped 2.3 points in Q1, driven by three contributing factors. In order of impact:
1
Lead quality−1.4 pts
Vendor B paid-search leads degraded after their Feb model change. Contact rate fell 9.4% and qualified-lead rate fell 6.1%.
EVIDENCE · CRM · Marketing · 14d
2
Agent execution−0.7 pts
Three agents in the bottom quintile account for 60% of the residual gap. Coaching backlog from Jan was not cleared before Q1 ramp.
EVIDENCE · Dialer · WFM · 30d
3
Campaign mix−0.2 pts
Win-back campaign ran 11% over plan, shifting volume to a lower-converting cohort. Within target this week.
EVIDENCE · Marketing · CRM · QTD
Direction · Re-qualify Vendor B at the source level before scaling spend. Clear coaching backlog this week.
Ask a follow-up · "show by region"Send
Before you ask

The signal finds you.

Perch monitors your entire operation around the clock. The moment something moves outside expected range, The Guide surfaces it. You do not have to know the right question to ask. Mission Control tells you where to look.

The moment you ask

Plain language in. Answers out.

When you do have a question, type it in plain language. The Guide already has the data, the context, and the analysis. The answer comes back in seconds, with cited evidence, root cause, and a clear direction. Not a chart. An answer.

Component 05 · Threads

The anatomy of a complete investigation.

Thread · 4 of 4 steps
Q1 conversion drop · investigation
RepeatShare
1
Step 01 · trend
Conversion · weekly · Q1
2
Step 02 · breakdown
Conversion delta by lead source
Paid Search
−4.1
Display
−1.2
Organic
−0.1
Direct
+0.2
3
Step 03 · cohort
Agent variance · Vendor B leads
Agents · paid search · ranked by conversion variance
Bottom quintile = 60% of gap
4
Step 04 · summary
Root cause + action
Root cause: Vendor B lead quality + 3 agents’ execution.
Action: Re-qualify Vendor B. Move agents to coaching.
Owner: @priya · Lead Ops · due Friday

Some questions are too important to answer with a single data pull. A complete investigation moves through layers: what changed, where it changed, why it changed at that level, and what to do about it.

Threads are structured, step-by-step analytical workspaces that let you or the Perch team build the full anatomy of an investigation. Every data source in the platform is available. Every metric, dimension, filter, and comparison can be layered in at any step. The analysis evolves as the evidence does.

Every Thread is repeatable. Run the same investigation next quarter with one click. Every Thread is shareable. Walk your leadership team through the exact evidence that led to the decision. The work lives in the platform, not in someone’s head.

This is how Perch replaces the analyst queue. Not by making questions faster to answer, but by making the entire investigation a governed, institutional asset.

Component 06 · Dedicated Perch Pod

The experts behind the platform.

Embedded Perch Pod · monthly
PERCH TEAM
Perch Analyst
Senior data engineer · revenue + CX
DEDICATED
Customer Journey Specialist
Customer journey strategist
DEDICATED
EMBEDDED · WEEKLY SYNC
YOUR TEAM
Executive Sponsor
VP Customer Operations
QBR + ad hoc
Day-to-Day Owners
Analytics + Ops leads
WEEKLY
Metrics, models, dashboards
Continuous infrastructure improvement
Insight reviews, exec analysis
Hands-on, alongside your leaders

Perch is a fully managed platform. That means a dedicated team of Perch analysts and customer journey specialists is embedded with your operation every month.

Ongoing metric development, model improvements, and dashboard enhancements scaled to your engagement. Your data infrastructure gets better every month without your team touching it.

Expert insight reviews and executive-ready analysis. The Perch team is not just running the platform. They are reading the data alongside you, flagging what matters, and preparing the analysis your leadership needs before the QBR.

When institutional knowledge is in the platform and in the Perch team, it does not leave when an analyst does.

Component 07 · API and Embed

Intelligence wherever your business runs.

terminal · perch sdk
POST /v1/guide/ask
Authorization: Bearer ••••
Content-Type: application/json
{
"query": "Which agents had the highest
conversion variance this week?",
"scope": { "region": "all", "window": "7d" }
}
200 OKresponse · 0.84s
{
__Kanswer_id__ "ans"_N8__f2c91__,
"summary" __S3 agents drive 60% of variance.__,
"agents" [
{ "id"""0412__, "name""Martinez, J.",
"variance" -0.42, "tier" 3,
"drivers" ["adherence",__Shandle_time__] },
{ "id"""0488__, "name""Lee, K.",
"variance" -0.38, "tier" 3,
"drivers" [__Sscript_compliance__] },
{ "id"""0631__, "name""Chen, R.",
"variance" -0.31, "tier" 2,
"drivers" ["adherence"] }
],
"evidence" __Sthr_q1_var_412__,
"confidence" 0.93
}
CONSUMERS
AI AgentsCopilotsMCPSlackSalesforceSnowflakeWebhookEmbed

Perch is a platform, and it is also an intelligence layer. Every insight, every metric, every answer The Guide produces is available via the Perch API. Ready to be consumed by humans and AI agents alike.

Perch is built agent-first. Your AI agents, copilots, and automated workflows can call the same governed metrics, evidence, and Threads your analysts use, with structured JSON, citations, and confidence scores in every response. No hallucinated numbers. No bespoke pipelines per agent. The semantic layer is the contract.

Push conversion alerts into Slack. Surface agent performance scores directly in your CRM. Embed Perch dashboards in your own product. Trigger autonomous workflows on the signals Perch detects. Your developers and your agents get the same clean REST API.

The intelligence Perch produces should be available everywhere decisions are made. By humans, by agents, by the systems running your business.

Mission Control

Seven components.
One outcome.

Every decision backed by data. Every question answered in seconds. Live in 30 days.

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30 days
From contract to live mission control
1,047
Governed metrics, expert-built
24 / 7
Always-on root-cause monitoring