Enterprise AI Advisory & Roadmap
74%
of AI pilots never reach production
6–9
overlapping AI tools in a
typical large enterprise
0
vendors who will connect all of
them for you
Proprietary Platform
You Don’t Have an AI Problem.
You Have a Fragmentation Problem
SAP shipped Joule. Salesforce shipped Agentforce. Oracle, ServiceNow, Microsoft, Adobe, your billing platform, your GRC suite, every product vendor has embedded AI into their slice of your enterprise. You didn’t buy AI as a strategy. You bought dozens of products, and AI came with them. On paper, your organisation is AI-enabled across the board.
This isn’t a technology failure. It is the inevitable result of buying AI product-by-product, vendor-by-vendor, with no enterprise strategy connecting them. And as your vendors move from embedded AI features to autonomous agents, the consequences of fragmentation move from costly to dangerous.
Duplicate Spend, Zero Synergy
You are paying for overlapping AI capabilities across multiple vendors. The same problem is being solved three times, at three times the cost, with no unified output.
AI Spend Rationalisation
We audit every AI subscription, license, and pilot across all vendors. Most enterprises can redirect 20–30% of AI spend from overlapping capabilities to high-value agentic initiatives.
Data Inconsistency Amplified at Speed
Agents don’t pause to question the data they consume. Inconsistent master data across your ERP, CRM, and billing systems means every agent operates from a different version of reality, at machine speed.
Governance No One Owns
When agents are making decisions across ERP, CRM, Billing, and GRC simultaneously, who is accountable? Vendor AI ships features and agents. It does not ship governance across your enterprise.Where This Is Heading
The Shift from AI That Suggests to AI That Acts
Every vendor’s AI today observes and recommends: it surfaces an insight inside its own product and waits for a human to decide. Agentic AI changes that contract entirely. Agents don’t just flag. They act. They reach across systems, trigger workflows, update records, escalate exceptions, and close the loop autonomously, at speed, across your entire technology estate.
The Agentic Opportunity
Imagine your enterprise responding in real time, across SAP, Salesforce, Oracle, and every custom app, without a human orchestrating every step.
This is the promise of agentic AI. But it only works if the systems, data, and governance underneath it are coherent. Without a strategy, you get autonomous chaos, not autonomous intelligence.
Supply Chain + CRM + ERP
AGENT TRIGGER: SUPPLIER DISRUPTION DETECTED IN ORACLE SCM
- Agent identifies affected open deals in Salesforce, flagging
at-risk revenue - Cross-references delivery timelines in SAP ERP, calculating
breach risk - Auto-triggers contract exception workflow and notifies
account managers
→ Decisions made in minutes, not days. No human relay race required.
Billing + CRM + ServiceNow
AGENT TRIGGER: COLLECTIONS RISK FLAG IN BILLING SYSTEM
- Agent pulls customer sentiment score and open tickets from Salesforce & ServiceNow
- Reads contract terms from the ERP, identifying renewal
proximity - Recommends intervention: escalation, payment plan, or
relationship call
GRC + ERP + Custom Apps
AGENT TRIGGER: COMPLIANCE ANOMALY DETECTED IN GRC SUITE
- Agent traces the transaction through the ERP approval chain automatically
- Cross-checks against policy exceptions in your custom compliance app
- Surfaces responsible owner, logs audit trail, initiates remediation workflow
→ From anomaly to resolved before the auditor asks.
Custom Apps: Your Hidden Gold Mine
THE OPPORTUNITY: DECADES OF BUSINESS LOGIC, UNIQUE TO YOU
- Custom apps contain your most differentiated processes and your richest data
- Agents can act as intelligent middleware, reading from legacy systems and writing decisions into modern ones
- No vendor AI touches this estate. It is entirely yours
to unlock.
None of these scenarios are possible without a coherent cross-system strategy, and all of them are dangerous without enterprise-wide governance. Fragmented AI costs you money. Fragmented agentic AI costs you control.
Where We Play
The One Role No Vendor Can Play, You Have a But You
Need Most
Every AI recommendation you have received has come from someone who benefits when you buy more of their platform. Your SAP partner wants RISE. Your cloud provider wants you deeper in their stack. Your system integrators follow the same vendor playbooks. There is no one in that room asking whether, only which. And no one is designing the strategy that makes agents across all of them work safely together.
Estuate is the independent stitching layer across your entire AI and agentic estate. We don’t sell platforms. We don’t earn referral fees from SAP, Salesforce, Oracle, or Microsoft. Our single objective: connect the AI already embedded in your systems, and the agents emerging from them, into a coherent enterprise strategy that delivers measurable outcomes safely, across every system, every team, every process.
But can’t we just use Claude or ChatGPT to stitch things together? Claude, GPT, and Gemini are the engines inside Joule, Agentforce, and Now Assist. They don’t know your SAP landscape, your data model, or your compliance obligations. They are tools Estuate uses to deliver faster, not a substitute for the strategy and enterprise expertise that makes stitching actually work.
Cross-System AI & Agent Orchestration
We design how AI and agents across SAP, Salesforce, Oracle, billing, GRC, and your custom apps share signals and hand off decisions, so one system’s intelligence becomes another system’s action.
Agents Acting on Incomplete Truth
Your CRM agent sees the pipeline. Your SCM agent sees supply risk. Neither sees both, so neither can make a decision your business can trust. Autonomous action on partial data is worse than no action.
Data Foundation Agents Can Trust
Agents don’t question their data. They act on it. We identify where master data inconsistencies across your systems will corrupt agent decisions before you deploy them at scale.
Enterprise AI Governance: End to End
Unified governance across every AI touchpoint and every agent: audit trails, accountability chains, escalation thresholds, explainability standards, and regulatory alignment as a single enterprise capability.
Business Cases Your CFO Will Fund
We translate AI and agentic opportunity into investment cases with quantified ROI, risk-adjusted payback timelines, and a sequenced roadmap. We build the narrative that gets the budget approved.
Custom App AI: The Forgotten Estate
Your bespoke applications hold your most unique business logic and data. We identify where custom apps are your highest-value agentic opportunity, and what needs to happen before an agent touches them.
Our Methodology
The Estuate AI Advisory Framework
A structured 6–10 week engagement that helps enterprises understand their AI landscape, identify high-value opportunities, and build a practical roadmap for enterprise-wide adoption.
Three Phases. One Clear Roadmap.
DISCOVER · ANALYZE · RECOMMEND
Three phases. One board-ready strategy. Complete visibility, prioritized initiatives, and a clear path from fragmented AI investments to measurable business impact.
PHASE 01
Discover
- Stakeholder interviews across Finance, Supply Chain, Sales, IT, Risk & Compliance
- Full landscape mapping: ERP, CRM, SCM, Billing, GRC and all custom applications
- Inventory of every active AI feature, embedded agent, pilot, and vendor commitment
- Data quality assessment: where AI and agents will fail before they start
- Regulatory, compliance, and AI governance constraint review
- Identify existing agentic capabilities already live and unmanaged
PHASE 02
Analyze
- Cross-system use-case identification and scoring: impact, feasibility, data readiness
- Vendor AI & agent audit: what you’re paying for vs. what you’re actually using
- Overlap and redundancy mapping across vendor AI subscriptions
- ROI and Total Cost of Ownership modelling for priority use cases
- Agentic AI opportunity mapping: where agents deliver the highest cross-system value
- Agent risk assessment: where autonomous action requires guardrails
PHASE 03
Recommend
- Prioritised AI use-case portfolio with business case and ROI per initiative
- 18–36 month roadmap: phased milestones, sequencing, resource requirements
- Agentic AI architecture blueprint: how agents connect across your full system estate
- Enterprise AI governance framework covering all agents and touchpoints
- Data foundation action plan with quick wins identified
- Board-ready narrative: investment ask, risk register, and agentic AI vision
Why This Engagement
What You Walk Away With: That No Vendor Will Give You
01
One Picture Across Every System
A unified view of AI and agents across your entire estate: what exists, what it costs, where it conflicts, and what it’s missing. The first time most enterprises have seen this clearly.
02
An Agentic AI Blueprint
A concrete architecture for how agents work across your SAP, Salesforce, Oracle, billing, GRC, and custom applications, designed before they’re deployed, not after an incident.
03
A Funded, Sequenced Roadmap
Not a deck of possibilities. A phased plan with business cases your Finance team can approve and delivery teams can execute, with quick wins in the first 90 days.
04
Governance You Can Defend
A cross-system AI and agent governance model built for your auditors, your board, and your regulators. Accountability, audit trails, and escalation thresholds, across every agent.
05
Truly Independent Advice
We have no platform to sell. Our only interest is the outcome that delivers the best return for your organisation, across whatever systems you have & whatever agents you deploy.
06
Practitioners, Not Presenters
Our advisors have built and delivered AI solutions inside SAP, Salesforce, Oracle, and bespoke enterprise landscapes. We know what works in production, not just in slides.
Getting Started
From Conversation to Clarity in 4 Steps
We move quickly. No lengthy procurement cycles. No months of workshops before you see value. Most clients have early insights within the first two weeks.- Discovery Call60 minutes with your key stakeholders. We listen first, understanding your landscape, your agent ambitions, and what success looks like for your leadership team.
- Tailored ScopingWe return within 5 business days with a scoped proposal covering workstreams, access requirements, timeline, & investment, specific to your environment. No boilerplate.
- Engagement KickoffA structured kickoff workshop aligns stakeholders and sets the cadence. The Discover phase begins immediately early insights surface within weeks, not months.
- Roadmap DeliveredYour board-ready AI strategy, agentic architecture blueprint, governance framework, and 18–36 month roadmap, presented to executive leadership with full Q&A support.