RDS RI expiry — 5/5 panels corroborate · $601/day

Fleet V/C ratio 99.2× · $5.08M value on $51K cost

Waste identified $16,916/mo · $4,696 quick wins <48hrs

AGT-005 value decay — underwater in 48 days

Behavior-cost correlation −0.96 · AGT-005 intervention required

CNRE 880K noise records filtered · sanity score 96.2

23 panels · 18 reasoning engines · $202,992/yr waste identified

GCP Marketplace listed · Google Cloud Next 2026

RDS RI expiry — 5/5 panels corroborate · $601/day

Fleet V/C ratio 99.2× · $5.08M value on $51K cost

Waste identified $16,916/mo · $4,696 quick wins <48hrs

AGT-005 value decay — underwater in 48 days

Behavior-cost correlation −0.96 · AGT-005 intervention required

CNRE 880K noise records filtered · sanity score 96.2

23 panels · 18 reasoning engines · $202,992/yr waste identified

GCP Marketplace listed · Google Cloud Next 2026

GOOGLE CLOUD NEXT 2026 · GCP MARKETPLACE

Your AI agents
cost money.
Are they worth it?

FintelliOps is the only platform that connects every AI agent action to its business value and its true cost — simultaneously, in real time, across your entire AI estate.

Request Live Demo → Explore Platform

COMMAND CENTER · CROSS-PANEL SCAN

LIVE

CRITICAL

RDS RI expiry — $8,420 accumulated. Reserved Instance expired March 14. On-demand premium $601/day compounding.

5/5 PANELS CORROBORATE · CAUSAL ATE $8,420 · E-VALUE 9.4

HIGH

AGT-005 value decay. Behavior-cost correlation −0.96. Reasoning confidence collapsed 0.74→0.38. Projected underwater in 48 days.

4/5 PANELS · $501K/MO VALUE AT RISK

SIGNAL

Fleet cost pathology. AGT-001, 003, 005 share Sonnet + context bloat pattern. One routing rule fixes all three: $4,800/mo.

3/5 PANELS · SINGLE INTERVENTION

THE PROBLEM

Three tools.
Zero answers.

Your engineering team knows if agents are running. Your FinOps team knows what they cost. Your commitment tools know if compute was bought efficiently.

Nobody — not one tool, not one team — can tell you if your AI investment is worth what it costs. Or when it stops being worth it.

IDC: by 2027, G1000 organizations face a 30% rise in underestimated AI costs. Enterprises will manage 80× more agents by year-end 2026 than they deployed in 2025. The governance tools didn't exist.

We built them.

Monitoring / APM

Is it running? ✓

Is it worth it? ✗

FinOps Tools

What does it cost? ✓

What does it produce? ✗

Archera / Commitments

Compute efficient? ✓

Workload intelligent? ✗

FintelliOps™
Cost per business outcome ✓
Value decay prediction ✓

PLATFORM

23 intelligence panels.
Seven capability groups.

Each group powered by collaborative Claude reasoning engines that share context across every panel simultaneously.

HOME

Command & Output

Mission control, AI-generated executive briefs, ROI scoreboard, and daily intelligence digest.

Command CenterExecutive BriefROI TrackerDigest

INTELLIGENCE

Deep Cost Analysis

Causal attribution, behavioral fingerprinting, data quality, platform intelligence, and adaptive indexing.

IntelligenceCost ExplorerTime MachinePlatform IntelData Engine

OPTIMIZE

Actions & Waste

Action engine, AI debt, forecasting, allocation, commitment intelligence, unit economics, waste elimination.

Action EngineAI DebtForecastAllocation

AI AGENTS — NEW

Convergence Layer

The panel set that doesn't exist anywhere else. Behavioral signals and financial signals unified on one platform.

Agent FinOpsBehavior-CostValue AttributionAgent RegistryValue Decay

GOVERN

Policy & Compliance

Incident intelligence, FinOpsLang™ policy engine, tag propagation mesh, semantic normalization.

IncidentsPolicy EngineTag GovernanceNormalization

SUSTAINABILITY · OPERATIONS

GreenOps & Integrations

Carbon-cost Pareto optimization, SBTi tracking, integration hub, live data, enterprise connectors.

GreenOpsIntegration HubLive DataPartner Console

THE CONVERGENCE LAYER

FinOps + Observability.
One platform. One answer.

State of FinOps 2026: 98% of teams now manage AI spend. The discipline evolved. The tools hadn't.

WHAT EXISTED BEFORE

Two disciplines. Two tools. No connection.

FinOps teams tracked cost. Observability tools tracked behavior. Neither connected behavioral degradation to financial impact. Neither predicted when value decayed below cost.

✓Cloud cost visibility

✓Agent uptime monitoring

✓Token count tracking

—Behavioral drift + cost on same chart

—Value per business outcome, per agent

—Predictive decay: when does cost exceed value?

—Cross-panel corroboration of root causes

WHAT FINTELLIOPS ADDS

One platform. Both dimensions. Causally connected.

23 panels. 18 Claude reasoning engines sharing context across every panel simultaneously. A finding corroborated by 5 panels is a platform-level signal, not a local alert.

✓Behavior-cost correlation coefficient, per agent, per day

✓Business value attribution: $8.20/ticket, $284/defect prevented

✓Value/cost ratio with 90-day predictive decay

✓Agent registry with authorized budget, owner, compliance

✓Fleet-wide cost pathology detection across all agents

✓Cross-panel signal corroboration — up to 5/5 panels on one root cause

AI AGENTS INTELLIGENCE

Four panels that answer
the question no one else can.

Built for the 80× agent proliferation IDC is forecasting. The convergence layer.

BEHAVIORAL INTELLIGENCE

Behavior-Cost
Correlation Engine

Behavioral signals — reasoning confidence, tool call success, hallucination risk, context drift — on the same 30-day chart as cost per task. Correlation coefficient tells you exactly when to intervene and by how much.

−0.96AGT-005 correlation · behavioral collapse driving $28K/mo cost inflation

VALUE INTELLIGENCE

Business Value
Attribution Layer

For every agent, defines a business outcome — ticket resolved, defect caught, analysis delivered — with a dollar value. Tracks outcomes vs targets in real time. The number your CFO actually needs.

99.2×Fleet V/C ratio · $5.08M value on $51K monthly cost

GOVERNANCE INTELLIGENCE

Agent Registry with
Financial Accountability

Every agent registered with its owner, authorized budget, actual spend, compliance status, deployed date, and review schedule. Governance for agent sprawl — what FinOps teams do for cloud resources, applied to AI agents.

6 agents$51.3K/mo authorized · GDPR · SOC2 · HIPAA tracked

PREDICTIVE INTELLIGENCE

Predictive Value
Decay Detection

Tracks the value/cost ratio over time, fits a decay rate, and projects when each agent goes underwater — before it happens. $2.84M in fleet value at risk in 90 days. Intervention ROI: 33.8×.

48 daysEarliest underwater · $501K/mo value at risk from one agent

PROOF POINTS

Real numbers. Live environment.

$16,916

Monthly waste identified

35.6% of spend · $202K/year · 4 layers

$94,200

Annual savings backlog

47 actions · 92% avg confidence · $3,358 realized MTD

99.2×

Fleet value/cost ratio

$5.08M business value on $51K agent spend

5/5

Cross-panel corroboration

RDS RI expiry confirmed across all 5 relevant panels

One RDS Reserved Instance expired March 14th. It costs $601/day. It shows up in Incidents (P2), Commitments (waste), Forecast (Q2 cliff), AI Debt (deferred), and Action Engine (backlog) — simultaneously. Five panels. Same root cause. Corroboration score 5/5. That's collaborative intelligence. That's what makes a finding a platform-level signal.

18 REASONING ENGINES

Not dashboards.
Reasoning engines.

Every panel has a Claude reasoning engine with a domain-specific system prompt and access to the full platform context.

Collaborative context sharing

Every engine reads every other panel's data simultaneously. A finding that 3+ panels corroborate gets flagged as a platform-level signal, not a local alert.

Domain-specific intelligence

The Causal AI engine validates whether other panels' savings estimates are real or confounded. The Action Engine sequences by cross-panel value. Each engine knows its domain and the full room.

On-demand and proactive

Scan on demand from any panel. The Daily Digest engine delivers the top 3 cross-panel findings every morning. Executive Brief generates a boardroom-ready report in one click.

Causal, not correlational

The platform connects RDS +18.7% MoM growth to a feature store migration 6 weeks prior — not from pattern matching, but from the actual causal chain in the data.

COMMAND CENTER · LIVE SCAN

ACTIVE

CRITICAL 5/5 PANELS CORROBORATE

RDS RI expiry — $8,420 accumulated at $601/day. Visible in: Incidents (P2) · Commitments (waste slot) · Forecast (Q2 cliff) · AI Debt (deferred) · Action Engine (backlog #3). Single non-renewal decision March 14th.

HIGH 4/5 PANELS

Fleet cost pathology — Sonnet + context bloat. AGT-001, 003, 005 share pattern. $4,800/mo fleet savings from one routing rule. Agent FinOps · AI Debt · Incidents · Action Engine.

SIGNAL 4/5 PANELS

GPU RI idle 48% = 48% wasted carbon. $2,938/mo waste + 184kg CO2/mo. Fix is job scheduler, not commitment exchange. Dual win across Commitments + GreenOps.

COMPETITIVE LANDSCAPE

No incumbent comes close.

A direct comparison on the capabilities that define enterprise AI FinOps in 2026.

Platform	AI Agent FinOps	Behavior-Cost Corr.	Value Attribution	Value Decay	Cross-Panel Reasoning	Causal Attribution	Carbon-Cost	Policy DSL
FintelliOps™	Full · 4 panels	−0.96 coeff.	99.2× V/C ratio	48d prediction	18 engines · 5/5	Full DAG · E-value	NSGA-III · SBTi	FinOpsLang™
CloudHealth	None	None	None	None	None	None	None	None
Apptio Cloudability	None	None	None	None	None	None	None	None
Harness CCM	Basic	None	None	None	None	None	None	Basic
Archera	None	None	None	None	None	None	None	None
Vantage	None	None	None	None	None	None	None	None

IP PORTFOLIO

11 patent-pending innovations.

Novel algorithms not present in any known commercial or open-source FinOps product as of Q1 2026.

01 · Utility + Provisional

Dynamic Cloud Schema Evolution Engine

Autonomous NLP-driven detection and zero-downtime hot-reload of provider schema changes.

PATENT PENDING

02 · Utility + Provisional

Multi-Dimensional Cost Noise Reduction

3-stage pipeline: rule engine + Bayesian priors + RL threshold adaptation. 880K records filtered.

PATENT PENDING

03 · Utility

Behavioral Cost Fingerprinting Engine

512-dimensional Cost Fingerprint Vectors enabling behavioral anomaly detection with <5% false positives.

PATENT PENDING

04 · Utility

Causal Cost Attribution Graph

DAG engine tracing cost anomalies to root infrastructure events via counterfactual simulation. E-value 9.4.

PATENT PENDING

05 · Utility

Cross-Cloud Semantic Normalization

GraphSAGE equivalence graphs across heterogeneous cloud service catalogs. 184 services mapped daily.

PATENT PENDING

06 · Utility

Predictive Commitment Portfolio Optimizer

Modern Portfolio Theory applied to multi-cloud RI/SP selection with 10,000-scenario Monte Carlo.

PATENT PENDING

07 · Utility

Real-Time Tag Propagation Mesh

Event-driven tag inheritance with sub-60s SLAs and priority-weighted conflict resolution.

PATENT PENDING

08 · Utility

FinOps Policy Runtime + FinOpsLang™

Purpose-built DSL for cost governance evaluated at IaC provisioning time with <3s gate SLA.

PATENT PENDING

09 · Utility

Adaptive Cost Indexing Engine

Query-pattern-driven partition evolution on Apache Iceberg. <500ms P95 on 10B+ billing records.

PATENT PENDING

10 · Utility

Carbon-Cost Pareto Optimizer

NSGA-III Pareto frontier of financial vs environmental trade-offs with real-time grid intensity.

PATENT PENDING

11 · Utility

Data Sanity Validation Framework

4-layer validation gate: schema, referential integrity, temporal coherence, statistical outlier detection.

PATENT PENDING

DEPLOYMENT

Deploy anywhere.
Data stays yours.

Three models for enterprise data residency, compliance, and sovereignty. Row-level multi-tenancy on every tier.

GCP MARKETPLACE LISTED

SaaS

Multi-tenant Cloud Run. PostgreSQL Row Level Security. Auth0 Organizations. Your billing data analyzed in your designated region.

AWS / Azure / GCP / OCI connectors

SOC 2 Type II · ISO 27001 · GDPR

99.95% SLA · 15-min RTO

Single-click from GCP Marketplace

ENTERPRISE

Private VPC

Helm chart into your AWS, Azure, or GCP VPC. Billing data never leaves your perimeter. Customer-managed encryption keys.

EKS / AKS / GKE with Karpenter

CMEK · your IAM / SSO integration

Dedicated Cloud SQL per tenant

Dedicated success engineer

REGULATED

Air-Gapped

Fully offline-capable. Classified government environments. Regulated financial institutions requiring contractual infrastructure isolation.

FedRAMP Moderate (Year 2 roadmap)

HIPAA BAA · PCI DSS Level 1

Complete infrastructure isolation

Custom SLA commitments

PRICING

Aligned with value delivered.

We only win when you save. Target ARR $250K–$1.5M based on cloud spend under management.

FOUNDATION

Growth

$250K – $500K / yr

$10M – $50M cloud spend under management

Multi-cloud ingestion — AWS, Azure, GCP, OCI

CNRE + DSVF data quality pipeline

Cross-cloud semantic normalization

Forecasting, budget alerts, scenario builder

14+ optimization recommendations

SaaS · SOC 2 Type II

Contact Sales

See it against
your real data.

45-minute technical demo. We connect to your cloud environment and show you exactly what FintelliOps finds — live — against your actual spend.

Request Live Demo → Explore Platform

No credit card · 45-min live demo · GCP Marketplace listed

<1%

ATTRIBUTION ERROR

80%

ANALYST TIME SAVED

PATENTS PENDING

INTELLIGENCE PANELS

99.2×

FLEET VALUE/COST RATIO

Your AI agents cost money. Are they worth it?

Three tools.Zero answers.

23 intelligence panels.Seven capability groups.

FinOps + Observability.One platform. One answer.

Four panels that answerthe question no one else can.

Real numbers. Live environment.

Not dashboards.Reasoning engines.

No incumbent comes close.

11 patent-pending innovations.

Deploy anywhere.Data stays yours.

Aligned with value delivered.

See it againstyour real data.

Your AI agents
cost money.
Are they worth it?

Three tools.
Zero answers.

23 intelligence panels.
Seven capability groups.

FinOps + Observability.
One platform. One answer.

Four panels that answer
the question no one else can.

Not dashboards.
Reasoning engines.

Deploy anywhere.
Data stays yours.

See it against
your real data.