Solutions · Pillar 04

Dashboards and Reporting

Live insights layered over the operating system, workflow automation, and AI employee layers. Custom metrics tied to your business model, automated reports, automated executive briefings, and one source of truth across previously fragmented sources. A default component of every Inevi engagement.

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Types of Dashboards and Reporting

We build custom platforms that streamline your operations and enhance client relationships.

executive.md
1# Executive Dashboards
2 
3The board-level view: the 8-12 metrics that
4actually run the business, computed from
5source, refreshed live, no analyst
6rebuilding the deck.
7 
8## Key Features
9 
10 ✓ Model-specific KPIs
11 ✓ Live from source
12 ✓ Drill-down
13 ✓ Period comparison
operational.md
1# Operational Dashboards
2 
3The team-level view: queues, throughput,
4SLA, exceptions — the numbers a department
5head checks every morning to know where to
6push.
7 
8## Key Features
9 
10 ✓ Real-time queues
11 ✓ SLA tracking
12 ✓ Exception surfacing
13 ✓ Role-based views
automated-reports.md
1# Automated Reports
2 
3The recurring reports someone currently
4builds by hand, generated on schedule from
5the same source of truth, delivered where
6the audience already is.
7 
8## Key Features
9 
10 ✓ Scheduled generation
11 ✓ Branded output
12 ✓ Multi-format
13 ✓ Auto-distribution
automated-briefings.md
1# Automated Briefings
2 
3A written executive briefing — what changed,
4what's off-trend, what needs attention —
5composed from the data and sent before the
6meeting, not during it.
7 
8## Key Features
9 
10 ✓ Narrative summaries
11 ✓ Anomaly callouts
12 ✓ Trend context
13 ✓ Scheduled delivery

Why Build Dashboards and Reporting?

Transform your operations and client relationships with purpose-built systems instead of more SaaS.

One Source of Truth

No more reconciling

Every number comes from the same central data layer the operating system, workflows, and AI employees write to. The dashboard and the report can't disagree.

Tied to Your Model

Your KPIs, not generic

Not a generic BI template. The metrics are the ones that actually move your business, defined with you, computed the way you'd compute them by hand.

Automated, Not Manual

Analyst time back

The weekly deck builds itself. The recurring report sends itself. The hours your team spends assembling numbers go back to using them.

Decisions in Real Time

Live, not last week

The data is current to the source, not to the last export. You make the call on what's true now, not on a snapshot someone pulled on Friday.

The Inevitable Framework

A proven four-phase methodology that ensures successful delivery of every system we build.

01

Current State Assessment

Deep dive into your business requirements, user needs, and existing workflows. We map every touchpoint and bottleneck. We document what data lives where, who acts on it, and what breaks under load. We don't propose a system until we understand the operating reality.

02

Solution Design

We design the architecture: the data model, the role-based interfaces, the integration map, the workflow surfaces. You get a written specification before we write production code. This phase is the Strategy Process — a productized engagement that produces a deliverable you own whether you proceed with implementation or not.

03

Build & Train

Agile development with continuous demos and iteration throughout the build. We build the system in 4-12 weeks within the 90-day delivery guarantee. We train your team on it before launch so they're productive from day one. No surprise reveals at the end.

04

Deploy & Operate

We deploy the system to production and then we operate it. Hosting, monitoring, optimization, and continued automation rollout all stay with us under the managed-operation retainer. The team that built the system runs the system. We don't hand off and disappear.

Industry-Specific Solutions

We understand the unique workflows, regulations, and bottlenecks of every industry we serve.

Healthcare

Operational and compliance dashboards across EHR, scheduling, and billing.

Example Project

Practice dashboard tracking utilization, no-show rate, AR days, and payer mix, with an automated month-end board briefing.

Finance

Portfolio, compliance, and operations reporting from a single audited source.

Example Project

Client-reporting suite with branded quarterly statements generated automatically from the books of record.

E-commerce

Channel, margin, and fulfillment dashboards across storefronts and 3PLs.

Example Project

Unified margin dashboard across Shopify, Amazon, and wholesale, with a daily contribution-margin briefing.

Manufacturing

Production, quality, and supplier dashboards over ERP and MES.

Example Project

OEE dashboard with scrap, downtime, and on-time-delivery, plus an automated weekly plant briefing for leadership.

Real Estate

Portfolio, occupancy, and NOI dashboards across property management and accounting.

Example Project

Portfolio dashboard with occupancy, delinquency, and NOI by property, plus an automated investor update.

Education

Enrollment, retention, and operations dashboards across SIS and finance.

Example Project

Enrollment-funnel dashboard with yield, melt, and cohort retention, plus an automated cabinet briefing.

Professional Services

Utilization, realization, and pipeline dashboards across practice systems.

Example Project

Partner dashboard tracking utilization, realization, WIP, and pipeline, with an automated weekly partner briefing.

Technology

Product, GTM, and reliability dashboards across the stack.

Example Project

Revenue + product dashboard tying activation, NRR, and pipeline to one board view with an automated investor-update draft.

Construction & Field Services

Project, margin, and dispatch dashboards across field and office.

Example Project

Project-margin dashboard with budget-vs-actual, change-order impact, and crew utilization, plus an automated owner report.

Modern Technology Stack

Next.js & ReactNode.js & TypeScriptNeon & pgvectorAWS & VercelTailwind CSS & Radix UItRPC & REST APIsAnthropic & OpenAIStripe & Webhooks

Modern Architecture

Built with the latest stack and best practices for performance, scalability, and long-term maintainability.

Security First

Enterprise-grade security with encryption at rest and in transit, RBAC at the data layer, and full audit logs.

API Integration

Seamless integration with the SaaS you're keeping (CRM, accounting, payroll) and the legacy systems you're replacing.

Cloud-Native

Designed for cloud deployment with automatic scaling, high availability, and zero-downtime updates.

METRICS ENGINE · LIVE
OPERATIONAL
SYSTEM ALLOCATION
46
Live metrics
11
Sources
22
Briefings
MX-01
Executive Dashboard
active
MX-02
Operational Views
active
MX-03
Automated Reports
active
MX-04
Briefing Composer
standby
METRICS ENGINE FEED
SYSTEM CHANNEL
> [metrics-engine] ::: INIT >> ingestion online
> PIPE | ingest · compute · threshold · brief
> STATE LOCKED — one source of truth
> STATUS >> "dashboard and report cannot disagree"
OUTCOMES
Computed automatically
Metrics refreshed46
Reports generated128
Briefings sent22
Flagged for attention
Threshold breaches14
Anomalies surfaced8
Stale-source alerts2
THROUGHPUT OVERVIEW
Records ingested · last 30 days

Delivery & Ongoing Support

We ensure your success from kickoff through deployment and into long-term operation.

Agile Development

Continuous demos and iterations throughout the build. You see the system come together week by week. No surprise reveals at the end. Course corrections happen during the build, not after.

Quality Assurance

Comprehensive testing including automated tests, security audits, and performance optimization. We don't ship a system to production until it survives the load it'll actually see.

Managed Operation

24/7 monitoring, regular updates, and continued automation rollout under the managed-operation retainer. The team that built the system runs the system.

Ready to stop rebuilding the same report every week?

Apply through the intake form and we'll book a free 30-minute discovery call to map the bottleneck. No pitch.

Build Your Reporting Layer

7 fields · ~60 seconds · 5 active client slots open this quarter