Operational Intelligence for support organizations

Decode Operational Intelligence.

Saipher connects the systems your support organization already runs, decodes the signals inside them, and shows every person the highest-impact actions to strengthen the operation and improve every customer experience.

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  • Every number drills to source
  • No invented scores
  • Works with your existing tools

Illustrative product view with sample data.

Decode what matters

Every metric is part of a bigger story.

A growing backlog. Repeated handoffs. Customers following up. Saipher connects performance, customer, and knowledge signals so you can see how those conditions relate, and where to act.

Performance, customer, and knowledge signals connect through Saipher to a decoded insight. Case backlog, missed commitments, and expert bottlenecks need attention; blue nodes are healthy. The illustrative insight suggests reviewing whether a knowledge gap is slowing resolution.

Illustrative example with sample data.

The problem

Support teams don't lack data.
They lack connected understanding.

Every day, operational events happen across cases, conversations, surveys, quality reviews, workforce tools, and knowledge systems. Each system records part of the story. None explains the whole.

Isolated systems

CRM, contact center, QA, surveys, and knowledge tools each hold a slice. Leaders stitch them together with spreadsheets and intuition.

Late answers

By the time a KPI visibly moves, the conditions behind it have often been building for days or weeks, and customers have already felt it.

Black-box scores

Opaque health scores ask people to trust a number nobody can explain. Without evidence, there is no confidence to act.

The missing capability is not more reporting. It is Operational Intelligence.

How it works

From scattered signals to the next right action.

Saipher does not replace the software you already use. It connects to it, then turns what it finds into governed, explainable intelligence.

  1. 01

    Connect

    Authorize your CRM or upload a structured CSV snapshot. Saipher imports source evidence into its own store, so dashboards never hammer your systems.

  2. 02

    Confirm

    Saipher discovers your teams, queues, people, priorities, and channels. You confirm what is right and fix only what is not.

  3. 03

    Decode

    Source records become canonical KPIs and Signals, evaluated against your targets and service standards at every scope.

  4. 04

    Act

    Each person sees what deserves attention first, why, and what evidence supports it. Outcomes feed back so intelligence sharpens over time.

Source systemsCRM · CSV · more coming
Entities & EventsCases, people, queues, responses
KPIs & SignalsEvaluated in context
Domain intelligencePerformance · Customer · Knowledge
Operational IntelligenceExplainable action

The intelligence model

Three domains. One connected view of organizational health.

Operational Intelligence is the umbrella. It combines three contributing domains through the Saipher Intelligence Graph, so performance, customer, and knowledge conditions are understood together.

Performance Intelligence

How are people and teams performing?

Cases closed, quality, first contact resolution, reopen rate, and more, evaluated with workload, case mix, and ownership context preserved.

Customer Intelligence

What are customers experiencing?

Satisfaction, effort, waiting, follow-ups, commitments, and escalations, so you see where experience is slipping and which customers are at risk.

Knowledge Intelligence

Can people find what they need?

Search success, knowledge reuse, and internal help flow, connected to the cases those conditions affect.

Operational Intelligence The explainable roll-up of all three, with every result traceable to the KPIs, Signals, and records behind it.
22Canonical KPIs
22Detected Signals
17Entity types
20Event types

One governed model. Every business concept is defined once, so a metric means the same thing on every screen.

The Operational Intelligence Index

A state you can explain, not a score you have to trust.

Saipher never manufactures a 0 to 100 number. The headline is a governed state, and everything underneath is a real, auditable count or measurement against the targets you set.

  • Your thresholds. Each KPI and Signal is evaluated against customer-defined standards.
  • Real quantities. “4 days over a 5-day target,” “31 cases in Attention.” Never a synthesized weight.
  • A transparent rule. The overall state follows the weakest Core domain, and tells you why.
  • Honest confidence. Small samples lower confidence. They never erase or inflate the measurement.
Healthy

Meeting the standards you defined.

Watch

Drifting from target. Worth a look before customers feel it.

Attention

A material condition that deserves action now.

Customer Intelligence · Attention

2 Attention · 1 Watch · 6 Healthy (of 9 enabled indicators)

Primary: Missed Commitment · Escalation Rate

Illustrative example.

Explainable by design

Operational Intelligence should never be a black box.

Trust is the price of adoption. Any conclusion in Saipher can be followed, one click at a time, all the way down to the source record that produced it.

1Operational Intelligence
2Domain
3KPI or Signal
4Entity
5Event
6Source record

Every recommendation answers five questions

  1. What signals were analyzed?
  2. Why does this recommendation exist?
  3. What evidence supports it?
  4. What outcome is expected?
  5. How confident is the platform?

Relationships, without false causation

The Saipher Intelligence Graph connects KPIs, Signals, Entities, and Events through governed relationships: Direct, Configured, Observed, Shared-Evidence, and Sequential.

Sequence and correlation are shown for what they are. Saipher never claims one thing caused another unless the evidence supports it.

For every role

One model, at the scope each person owns.

The same data, Signals, and evidence power every view. What changes by role is scope and density, so everyone starts the day knowing what matters most.

Agent

My work

Which cases need attention first and why, progress toward the KPIs configured for you, and real evidence of what you are doing well.

Manager

My team

Color-first team state, where risk is concentrating, and the conditions behind it, so coaching starts from evidence instead of anecdotes.

Director

My organization

Teams side by side on the same definitions, with the operational and knowledge patterns that span teams surfaced for you.

Executive

Company

Operational Intelligence over time as a trajectory of real state counts, and the few things across the company that need attention most.

In practice

Walk into the QBR with the whole story.

A strategic customer is growing frustrated. Before the quarterly business review, their success manager filters Saipher to that customer and the last 90 days.

Every index recalculates for that slice. In minutes they can see which domains declined, when it started, which products, queues, and teams contributed, which commitments were missed, and what has already improved.

The meeting becomes an evidence-based conversation about what changed, why, and what is already underway. The customer leaves more confident than they arrived.

Context-aware, at any slice
CustomerLast 90 daysProductQueueTeamAgentRegionCase typeReleaseIncident window

Indexes are never static org-wide scores. Any valid combination of filters produces a new operational context, with fresh, explainable results.

Connects, never replaces

Built on the systems you already use.

Saipher reads from your systems of record and serves intelligence from its own governed store. Salesforce is our first connector, and structured CSV import is a first-class path from day one.

SalesforceFirst connector
CSV importFirst-class path
Contact centerOn the roadmap
Knowledge baseOn the roadmap
Quality & feedbackOn the roadmap
CollaborationOn the roadmap

Our principles

Customer obsession, with evidence.

A stronger organization is not the end goal. It is how customers are served better. Every Signal we connect and every recommendation we surface is judged by one question: did it make the customer's experience better?

Never invent customer reality

Every value Saipher shows traces to something you entered, something it imported, or a governed derivation. Nothing is made up.

Attribution is not blame

Results are attributed at the finest valid scope while preserving the surrounding context. Unassigned work still counts, at the team or queue.

Your definition of good

Targets, service standards, and importance come from you. Saipher supplies the canonical meaning; you supply the bar.

Recognition, not just risk

Saipher surfaces governed evidence of what people do well, not fabricated encouragement, alongside what needs attention.

Measured the right way

A team result is the measure re-evaluated over the team's own records, never an average of averages.

Your data stays yours

Connections use standard OAuth. Saipher never asks for or stores your users' passwords, and tokens never reach the browser.

Help us define a category.

Operational Intelligence will become as essential to organizations as Business Intelligence became over the last two decades. We are working with a small group of early support organizations to shape it.

Request early access hello@saipher.ai