Sample Estate Assessment Report

TekCapitol · Kyklos360 Estate Assessment · Sample Deliverable · Confidential

Multi-Agent Estate
Readiness Report

Prepared for Acme Corp · 5-agent portfolio across Finance, B2B SaaS, and Manufacturing
Sample vNext deliverable — aggregates individual Kyklos360 workflow assessments into one estate view.
Single-workflow sample: sample-assessment-report.html · Interactive demo: tekcapitol.com/kyklos/?start=demo#portfolio

Estate Readiness*38 / 100 — POOR

Agents Assessed5 workflows

Production-Ready Agents0 of 5

Leadership VerdictFix shared foundation before scaling estate

Weakest LinkInvoice Processing Agent — 41

Report DateMay 2026

Journey StagePiloting (portfolio-wide)

Prepared ByTekCapitol, Inc. · tekcapitol.com

About this deliverable
This is a sample of a future Kyklos360 Estate Assessment — not yet available as a self-serve product. It shows how individual workflow reports (one complimentary per org, then $5K/workflow) roll up into a portfolio view: estate score, shared foundation blockers, platform overlap, work & skills estimate, unified governance, orchestration, monitoring, and a fix-once-unlock-many roadmap. The multi-agent portfolio demo is an interactive preview of this concept.

Executive Summary

Section 01

Leadership recommendation

Fix shared foundation before scaling the agent estate

No single agent is production-ready (80+). The estate score is capped by the weakest agent and by cross-cutting gaps — entity ID mapping, Snowflake data contracts, and kill-switch authority — that appear in 3–5 assessments independently. Fix estate Phase 0 items once before funding per-agent remediation in parallel.

Estate projected 38 → 71 after shared foundation + weakest-agent remediation.

Bottom line

Acme Corp's five-agent pilot portfolio cannot scale to enterprise production until a shared customer/entity ID map exists across Salesforce, SAP, NetSuite, and Snowflake — the same blocker surfaced independently in Support Triage, Collections, Invoice Processing, Churn Prevention, and Contract Renewal assessments.

Estate Readiness* / 100

Weakest Agent Score

Shared Foundation Blockers

* Estate Readiness Score. Weakest-link rule: estate score = min(agent production readiness scores) minus a shared-foundation penalty when ≥3 agents share platforms without estate-wide contracts. 80+ on estate score means the portfolio can deploy with unified governance — not just one hero agent.

Individual assessments. This estate report aggregates five completed Kyklos360 workflow assessments. Each agent retains its own full report (scores, orchestration, govern, monitor). Estate layer adds cross-agent analysis only.

⚠ Estate Blocker 1

Customer / entity ID map missing across CRM, ERP, and warehouse — blocks cross-agent automation for 5 workflows. Fix once · unlocks all five agents.

⚡ Estate Blocker 2

Snowflake used by 3 agents without shared schema registry or freshness SLA — duplicate mart logic, inconsistent entity keys.

⚡ Estate Blocker 3

No estate-wide kill-switch authority — each pilot defines its own pause/resume rules; no portfolio hard-kill matrix.

✓ Strength

Governance dimension averages 68/100 across agents — policy PDFs and HITL intent exist; encoding into shared config is the gap, not greenfield policy.

Agent Portfolio Inventory

Section 02

Each row is a completed Kyklos360 workflow assessment linked to this estate. Click through to the individual deliverable for step-level diagnosis, orchestration, and monitoring detail.

Support Triage Agent

Acme Manufacturing · B2B

GAPS

SalesforceSAPZendeskSnowflake

Collections Agent

Summit Credit · Finance

GAPS

WorkdaySalesforceSnowflake

Invoice Processing Agent

Harbor Bank · Finance · Weakest link

BLOCKING

NetSuiteSAPCoupa

Churn Prevention Agent

MetricLoop · B2B SaaS

GAPS

SnowflakeSalesforceIntercom

Contract Renewal Agent

Forge Industrial · Manufacturing

MINOR

SalesforceSAPNetSuite

Scoring note
Estate score 38 = weakest agent (41) − 3 pt shared-foundation penalty. Mean agent score is 52 — the estate is dragged down by one blocking workflow plus cross-cutting gaps, not uniformly weak agents.

Cross-Agent Dimension Analysis

Section 03

Estate-wide view of the seven Kyklos readiness dimensions — aggregated across all linked assessments. Highlights where the same gap repeats (fix once) vs. agent-specific gaps (fix per workflow).

Entity Resolution

5/5 agents flag CRM ↔ ERP ↔ warehouse ID joins — estate program

Estate

Business Rules

4/5 agents: rules in PDF/tribal knowledge, not versioned config

Estate

Source of Truth

3 Snowflake marts with no shared freshness SLA or schema registry

Estate

Semantic Clarity

customer_tier and credit_hold semantics differ across SF, SAP, Workday

Fair

Connectivity

Per-agent connectors exist; no shared integration health dashboard

Fair

Data Availability

Schemas uploaded per agent; cross-system ID columns incomplete

Fair

Governance

Strongest estate dimension — but kill-switch is per-agent, not portfolio-wide

Good

Platform Overlap Matrix

Section 04

Concentration risk — platforms shared by multiple agents without an estate-wide data contract or connector SLA.

Salesforce

4/5

Snowflake

3/5

SAP

3/5

NetSuite

2/5

Concentration risk
Salesforce outage or API rate-limit breach affects 4 agents simultaneously. No estate circuit breaker pauses dependent agents when SF enrichment fails.

Shared Foundation Roadmap

Section 05

Phase 0 estate work — deduplicated from five individual Transform roadmaps. Fix once · unlock multiple agents. Per-agent items follow in Section 09 (governance) and linked workflow reports (Sections 06–07 per agent).

Investment at a glance · estate foundation only
Estimated 8–10 weeks · 1.4 FTE-months · unlocks 5 agents · estate score projects 38 → 58 before per-agent work

ESTATE

Enterprise customer / entity ID map

Zendesk org_id ↔ SF AccountId ↔ SAP kunnr ↔ NetSuite entity — tested mapping table in Snowflake · unlocks 5 agents

Unlocks 5

ESTATE

Snowflake schema registry + freshness SLA

Single CONTRACT_CUSTOMER_DIM consumed by Support, Collections, Churn marts · unlocks 3 agents

Unlocks 3

ESTATE

Estate kill-switch authority + audit schema

Portfolio hard/soft kill matrix, single on-call owner, immutable agent_decision_log · unlocks 5 agents

Unlocks 5

BLOCKING

Invoice Processing Agent — Coupa ↔ SAP three-way match rules

Weakest link · agent-specific after estate Phase 0

Weakest

8–10

Weeks · estate Phase 0

38→71

Estate score after full program

Fix-once estate items

Implementation Work Scope

Section 06

What work is required for the shared estate foundation and which roles typically own it. Per-agent remediation stays in each workflow report — this section covers fix-once-unlock-many items only. Your team can execute every item; TekCapitol is optional delivery support.

Hybrid — AI Platform Lead + optional TekCapitol

Delivery Model

~1.4 FTE-month foundation SOW

Fixed-scope estimate · estate only

40% / 35%

Typical your team vs TekCapitol

Phase 0 foundation work is the highest-leverage investment — entity map and shared mart unlock five agents. If you have entity-resolution skills in-house, your data team can own mapping tables; Platform Engineering should own kill-switch schema regardless of vendor.

Where TekCapitol can help (optional)

Data Engineering
Platform Engineering
AI Platform / governance

Your team owns

Business unit owners (per-agent policy)
Finance & Support ops (workflow rules)
Security / GRC (kill-switch authority sign-off)

Staffing is your choice: in-house employees, contractors, or TekCapitol. Percentages below are a typical split when teams ask for implementation help — not a requirement to use outside resources.

Skill Gaps Identified · estate foundation

Data Engineering

Uncommon in-house at estate scale · ~12 person-days · Entity map + shared mart — staff in-house or TekCapitol can help

Platform Engineering

May need contractor · ~9 person-days · Kill-switch schema + LLM gateway — shared delivery typical

AI Platform

May need hire or fractional · ~4 person-days · Cross-agent supervisor policy — your team owns sign-off

Fixed-scope effort (28 person-days foundation), not a fractional hire. Per-agent work packages roll up separately in linked workflow reports.

Staffing feasibility: Hybrid staffing — your AI Platform Lead plus optional TekCapitol on Phase 0 foundation

Effort & Estimation

Section 07

Effort in FTE-months and person-days for estate foundation work — fixed-scope deliverables, not a fractional hire recommendation. Per-agent estimates are in each linked workflow report.

1.4

Total FTE-months · foundation

Person-days

8–10 weeks

Calendar timeline

Estate readiness projection: 38/100 → 58/100 after Phase 0 foundation (8–10 weeks) — before per-agent remediation in linked reports

1.4 FTE-months ≈ 28 person-days across five estate work packages. At ~0.45 blended concurrent capacity, that maps to roughly 8–10 weeks on a calendar — faster with parallel data + platform tracks.

Internal concurrency (if staffed in-house): ~0.45 blended FTE across Data Engineering and Platform Engineering finishing Phase 0 in 8–10 weeks. Fixed-scope estimates use person-months.

Estimation Assumptions

• 28 person-days total across 5 estate foundation items (deduplicated from five workflow roadmaps).

• 1.4 FTE-months = 28 ÷ 20 working days per month.

• 8–10 calendar weeks at ~0.45 blended FTE with entity map landing before shared mart SLA work.

• Assumes existing Snowflake, Salesforce, Zendesk, SAP access; no net-new platform procurement.

• Per-agent remediation effort (additional ~4.2 FTE-months portfolio-wide) documented in linked workflow reports.

Skills & Work Packages

Section 08

Estate foundation work packages with role, concrete skills, and effort. Each row is a deliverable — not a headcount slot. Per-agent packages are in each linked workflow report.

Enterprise customer / entity ID map (Zendesk ↔ SF ↔ SAP ↔ NetSuite)

BLOCKING · unlocks 5 agents

Data Engineer

0.6

dbtSQLSnowflakeentity resolutionmapping tables

CONTRACT_CUSTOMER_DIM mart + freshness SLA

SIGNIFICANT · unlocks 3 agents

Data Engineer

0.3

dbt testsGreat ExpectationsSLA monitoringschema registry

Estate kill-switch authority + agent_decision_log schema

BLOCKING · unlocks 5 agents

Platform Engineer

0.25

PythonSnowflakeaudit schemakill-switch APIpolicy-as-code

Shared LLM gateway + estate token budget

SIGNIFICANT · cost + rate limits

Platform Engineer

0.15

API gatewaytoken budgetingmodel routingobservability

Cross-agent supervisor handoffs (Churn → Collections)

MINOR · orchestration policy

AI Engineer

0.1

LangGraphhandoff rulessupervisor patternevent bus

Role Mix & Staffing · estate foundation

Data Engineering

43% of effort

0.6

entity resolutiondbtmart SLAs

Shared delivery

Platform Engineering

32% of effort

0.45

kill switchaudit logLLM gateway

Shared delivery

AI Platform

14% of effort

0.2

governance policyauthority matrixon-call runbook

Your team owns

AI Engineering

11% of effort

0.15

supervisor routinghandoff policy

Your team owns

Estate Governance & Kill Switch

Section 09

Unified kill-switch matrix for the agent portfolio — not five separate pilot runbooks. Individual agent permission detail remains in each workflow report.

medium-high

Estate governance risk

Estate audit readiness / 100

GDPR, SOC2

Regulations apply

Portfolio kill-switch matrix · scope = all agents unless noted

Level

Trigger & effect

Authority

Hard kill · estate

When: Entity map match rate < 85% estate-wide OR unauthorized ERP write from any agent
Effect: Pause all agents — no autonomous actions across portfolio

CIO + AI Platform Lead

Hard kill · agent

When: Agent-specific misroute threshold breached (per workflow report)
Effect: Stop single agent only; others continue if entity map healthy

Business unit owner

Soft kill · platform

When: Salesforce API error rate > 5% for 10 min
Effect: Pause all 4 SF-dependent agents; queue triggers

Platform Engineering

Scope limit

When: Snowflake mart lag > 2h on shared CONTRACT_CUSTOMER_DIM
Effect: Read-only enrichment only for Support, Collections, Churn

Data Engineering

Estate audit trail: Single agent_decision_log schema in Snowflake — agent_id, workflow_step, model, confidence, kill_level, config_version. Retention 7 years. Enables cross-agent incident reconstruction.

Estate Orchestration & Cost

Section 10

Portfolio-level model routing and estimated LLM spend — aggregated from five orchestration plans. Step-level detail in individual workflow reports.

~1,240

Est. daily runs (all agents)

~$4.2K

Est. monthly LLM cost

No shared gateway

Anti-pattern flagged

Support Triage

450

2 / 7

claude-sonnet-4-6, gemini-2.0-flash

Collections

280

2 / 6

gemini-2.0-flash

Invoice Processing

190

3 / 6

claude-sonnet-4-6

Churn Prevention

220

2 / 6

gemini-2.0-flash

Contract Renewal

100

2 / 6

claude-sonnet-4-6

Estate orchestration anti-patterns:

Five separate API keys and rate-limit buckets — no shared model gateway or token budget
Duplicate entity-enrichment LLM calls across agents hitting the same Salesforce account
No supervisor agent for handoffs (e.g., Churn signal → Collections escalation)

Estate Monitoring Plan

Section 11

Portfolio KPIs and cascade circuit breakers — observe the estate, not just each agent in isolation.

Stack: Datadog · Snowflake alerts · LangSmith · PagerDuty · estate health dashboard (recommended)

Portfolio KPIs

Agents below production threshold (80)

5 / 5 today

Target: 0 blocking agents before Q4 enterprise rollout

Shared entity map match rate

> 92%

Measured once estate Phase 0 lands — gates all SF/SAP agents

Cross-agent duplicate LLM enrichment rate

< 10%

Same AccountId enriched by multiple agents within 1h window

Cascade circuit breakers

Platform cascade

Salesforce degradation → auto soft-kill Support Triage, Collections, Churn, Contract Renewal simultaneously

Data cascade

CONTRACT_CUSTOMER_DIM freshness breach → scope-limit all Snowflake-dependent agents before individual agent drift alerts fire

Weakest-link alert

Invoice Processing score remains < 50 for 30 days → escalate to estate steering committee; blocks new agent approvals

Linked Workflow Reports

Section 12

Full per-agent deliverables — step diagnosis, orchestration, governance, monitoring, and security Q&A. Estate report summarizes cross-cutting findings only.

Included in this estate sample

Support Triage Agent — Acme Manufacturing (B2B sample)
Collections Agent — Summit Credit
Invoice Processing Agent — Harbor Bank
Churn Prevention Agent — MetricLoop
Contract Renewal Agent — Forge Industrial

How to build your estate

Run Kyklos360 assessment per workflow
Link completed reports into estate inventory
Estate layer aggregates shared blockers
Preview interactively: portfolio demo

Recommended Next Steps

Start with estate Phase 0 — entity map, Snowflake registry, kill-switch — before parallel per-agent remediation. Run individual assessments at tekcapitol.com/kyklos/ or explore the portfolio demo. Estate assessment as a paid product is on the roadmap; this sample shows the target deliverable.

Phase 0 · Estate

3 shared items

Fix once · unlock 3–5 agents each

Weakest link

Invoice Processing

Raise 41 → 75 after estate foundation

Interactive preview

Portfolio demo →

Mock estate · drill into single agents