One view of where value is being lost
Bring your financial, commercial, operational, and customer data together so leaders can see the full business picture.
AI Agents for Business
Get the highest value actions
sent to managers and operators
RISEC helps corporations and Private-Equity firms find financial, operational and growth opportunities hiding in everyday business data—then gives the right manager a clear, actionable plan to improve them.
Custom-made for your business
Integrated
EV-focused
RISEC / enterprise graph
orchestrating
Master Agent
Prioritize valueResolve conflictsRoute approvals
FinanceAR & cash
CommercialRevenue & pricing
OperationsOrders & inventory
CustomerReturns & service
ManufacturingQuality & cost
PeopleCapacity & talent
↗
Working-capital opportunity prioritizedCollections action brief emailed to AR manager
Built around your specific workflows and value levers.
Cash + costRelease working capital and capacity
Margin + growthProtect economics and focus investment
Service + riskImprove outcomes with tighter control
The RISEC value-improvement system
Your company has the data. RISEC uses it to drive actionable insights for managers to add value and reduce waste.
RISEC connects the information your business already relies on, finds the performance gaps worth fixing, and helps managers coordinate the work.
Find costly problems before they grow
Spot overdue cash, margin erosion, operational delays, excess inventory, customer risk, inventory risk and other losses before they compound.
Turn every finding into an owned action
Give the right manager a prioritized next step, the evidence behind it, the expected financial impact, and a clear way to track the result.
Built around measurable business outcomes
Start with one important business result. Prove the value before you scale.
Choose a target such as higher free cashflows, stronger margins, lower operating cost, or more revenue. RISEC finds the biggest opportunities, recommends the next actions, and measures what changed.
Connect your business data
Use the systems, data and information your teams already rely on.
Learn how your business works
Apply your metrics, policies, approval rules, economics, and operating priorities—not generic assumptions.
Prioritize the next move
Department-specific AI agents investigate the issue, estimate its value, and send a decision-ready action brief to the accountable manager.
Measure the result
Compare cash, cost, revenue, margin, capacity, quality, and risk against the agreed starting point.
From business data to better decisions
Turn everyday business data into a prioritized plan to improve profit, cash, and performance.
RISEC identifies what is changing, quantifies what it may be costing, explains the likely cause, and gives the responsible manager a clear next action.
What RISEC reviews
Cash, billing & finance
Orders, inventory & delivery
Sales, customers & market
Frontline and manager input
RISEC opportunity engine
RISECFind • quantify • prioritize
Ranks each opportunity by expected value and urgency, shows the evidence, and prepares the recommended next move.
What the manager receivesOne decision-ready action brief
The issue, its likely financial impact, the evidence, the recommended action, the owner, and the measure of success.
1 Approve the next action
2 Assign the right people
3 Track the business impact
Cash releasedMargin protectedCost reducedRevenue retainedCapacity improvedRisk reduced
Start where the ROI is clearest
Target the business problems already costing you money.
Each module focuses on a measurable result, shows the size and cause of the opportunity, and gives the responsible leader a prioritized action plan.
See the first six modules01 / Cash
Cash Recovery
- Find overdue cash, billing gaps, disputes, and high-risk accounts
- Prioritize the accounts most likely to release meaningful cash
- Measure cash recovered, time saved, and collection performance
02 / Margin
Margin Protection
- Find profit lost through pricing, discounts, freight, and contract terms
- Quantify which customers, products, and deals are diluting margin
- Give commercial leaders the clearest corrective actions by account
03 / Savings
Procurement Savings
- Find avoidable spend, off-contract buying, and supplier exposure
- Rank savings opportunities by value, effort, and urgency
- Give procurement stronger evidence for sourcing and supplier decisions
04 / Capital
Working Capital
- Find excess stock, shortage risk, and cash trapped in inventory
- Recommend where to transfer, return, buy, reduce, or liquidate stock
- Release cash without creating avoidable service or availability risk
05 / Operations
Operations Performance
- Find the bottlenecks, downtime, rework, and waste reducing output
- Quantify what is limiting capacity, raising cost, or delaying delivery
- Give operations leaders a ranked plan to improve throughput and cost
06 / Revenue
Revenue Execution
- Respond to RFQs and produce accurate quotes faster with Quotematic
- Flag stalled deals, renewal risk, weak economics, and lost-demand signals
- Focus commercial teams on the revenue most likely to grow profitably
Expand across the business
One decision system for the functions that drive enterprise value.
Begin with one high-return workflow, then add department-specific agents across finance, commercial, procurement, operations, customer service, people, technology, and risk.
01
Enterprise priorities & leadership
Give leaders one ranked view of the opportunities most likely to improve cash, profit, growth, resilience, or enterprise value.
- Enterprise Value Orchestrator
- Opportunity Discovery
- Variance & Benchmarking
- Root Cause & Scenario
- Portfolio Value Creation
02
Finance & working capital
Release cash, stop financial leakage, improve forecasting, and direct finance teams toward the highest-value actions.
- Accounts Receivable & Collections
- Credit Risk
- Accounts Payable Leakage
- Billing & Revenue Leakage
- Cash, Treasury & Forecasting
03
Commercial, marketing & growth
Protect deal economics, reduce revenue risk, and focus commercial effort on profitable growth.
- Pricing & Margin
- Quotematic Quote & RFQ
- Sales Pipeline Risk
- Renewal & Account Expansion
- Competition & Marketing Intelligence
04
Procurement, supply chain & inventory
Reduce avoidable spend, improve supplier decisions, and balance service levels with inventory and cash.
- Spend Intelligence
- Strategic Sourcing
- Supplier Performance & Risk
- Inventory & Replenishment
- S&OP & Order Risk
05
Operations, manufacturing & field service
Show where downtime, constraints, delays, and quality losses are reducing output or increasing cost.
- Throughput & Bottleneck
- Production & Capacity Scheduling
- Maintenance & Downtime
- Quality Management System
- Scrap, Yield & Rework
- Field-Service Scheduling
06
Customer, people, technology & control
Improve service, workforce capacity, technology reliability, compliance, and the controls required to sustain results.
- Customer Resolution & Service Quality
- Workforce Planning & Shift Capacity
- Payroll & Workforce Anomaly
- Contract & Compliance Obligations
- Technology Cost & Reliability
Fits your current systems
Use the data you already have. Keep the tools your teams already trust.
RISEC works across your finance, sales, operations, customer, workforce, and market data to give leaders one prioritized view—without replacing the systems that run the business.
How business data becomes an accountable action plansecure • traceable • tailored
Your business systems
ERP & financeCRM & CPQData warehouseDocumentsHCMTicketingCommerceTelemetry
→
Department-specific agents
Finance & working capitalCommercial & customerOperations & supply chainPeople, IT, legal & risk
→
RISEC
Enterprise Coordinator
Compares opportunities across departments, resolves competing priorities, applies approval rules, and tracks the value delivered.
Manager approvalFull audit trail
Connect the systems your company already uses
SAPOracleNetSuiteMicrosoft Dynamics 365SalesforceHubSpotWorkdayADPCoupaServiceNowZendeskMicrosoft 365Google WorkspaceTeamsSlackSnowflakeDatabricksBigQueryPower BITableauShopifyStripeGitHubJiraSFTP / EDI / APIs
For private equity
Find, execute, and prove more value across every portfolio company.
Give operating partners a consistent way to find, prioritize, and measure value creation across the portfolio—without forcing every company onto the same technology stack or taking ownership away from management.
Underwrite the opportunity
Identify the cash, margin, growth, capacity, and operational opportunities before close, then convert them into a measurable 100-day plan with named owners.
Track value creation in one place
See progress on cash, margin, growth, capacity, risk, and key initiatives across the portfolio while preserving each company’s data boundaries.
Repeat what works
Apply proven workflows, benchmarks, and operating playbooks across similar companies, then retain the evidence needed to support the value-creation and exit story.
A measurable business case, not an AI promise
The opportunity may be large. Your investment case should be specific.
External research helps identify promising areas. The decision to invest is based on your workflow, your baseline, your adoption, and the financial result RISEC can verify.
Estimated annual global value potential across 63 generative-AI use cases.
2023 research • global estimateMeasured increase in issues resolved per hour by customer-support agents.
~5,000 agents • Fortune 500 software firmFaster completion of suitable consulting tasks, alongside a more than 40% improvement in human-rated performance.
758 consultants • randomized studyHigher median revenue multiple associated with broader AI adoption than with opportunistic adoption in the analyzed sample.
471 PE-backed companies • correlation, not causationEstimate the upside
Estimate the value of recovered capacity—then validate it in your workflows.
Use a conservative estimate to test whether the opportunity is worth pursuing. RISEC then replaces assumptions with actual workflow data and measured cash, cost, revenue, or margin impact.
Potential annual capacity value$2.8M
22.5equivalent annual capacity
46.8Khours available for higher-value work
Illustrative scenario only—not a forecast or savings commitment. Financial value is created only when recovered capacity is redeployed to higher-value work, used to avoid cost, or converted into measurable cash, margin, or revenue gains.
A low-risk path to value
Prove one outcome first. Expand only when the numbers work.
Start with the workflow that offers the clearest economic return and manageable implementation risk. Build in manager ownership, controls, adoption, and measurement from the beginning.
01
Select the highest-value workflow
Rank opportunities by expected financial impact, speed to value, data availability, implementation effort, risk, and strategic importance.
02
Define success and guardrails
Agree on the baseline, target result, business rules, data access, approval thresholds, decision owners, and measures of success.
03
Launch a live business pilot
Deploy one end-to-end workflow with real users, real decisions, manager approval, exception handling, and measurable results.
04
Expand to adjacent workflows
Reuse the working integrations and controls to add related opportunities across the department and the wider business.
05
Keep the gains on track
Review adoption, controls, realized financial value, emerging opportunities, and cross-functional trade-offs on a regular management cadence.
Control stays with your leaders
RISEC recommends. Your managers remain accountable.
RISEC finds opportunities, prepares recommendations, routes them to the right owner, and tracks results. It does not make uncontrolled changes to the systems that run your business.
Access only what is required
Each agent receives only the data and system access required for its assigned business function, within your existing security boundaries.
Every action has a human owner
Every recommendation goes to a named manager with the issue, evidence, priority, expected value, and recommended next step.
Evidence behind every recommendation
RISEC retains the source evidence, reasoning, approvals, ownership, exceptions, and measured outcome behind each recommendation.
Find your first measurable use case
Which business result should RISEC improve first?
Tell us where cash, margin, revenue, capacity, or performance is falling short. We’ll identify a focused first workflow, the data required, and the business result to measure.
info@risec.orgContact salesRISEC / business case
Research behind the opportunity
- McKinsey Global Institute, “The economic potential of generative AI” (2023). Estimates $2.6–$4.4T annual potential across 63 use cases; ~75% of identified value sits in customer operations, marketing and sales, software engineering, and R&D.
- Brynjolfsson, Li & Raymond, NBER Working Paper 31161, “Generative AI at Work” (2023; revised). Field evidence from roughly 5,000 customer-support agents found a 14% productivity increase.
- Dell’Acqua et al., Harvard Business School / BCG, “Navigating the Jagged Technological Frontier” (2023). On tasks inside AI’s capability frontier, consultants completed work more than 25% faster and produced more than 40% higher-quality results; results reversed on an out-of-frontier task, underscoring the need for controls.
- McKinsey, Global Private Equity Report 2026. Reports 30–40% productivity gains in some analyst-intensive GP tasks while emphasizing uneven adoption and the need to embed AI in familiar value-creation levers.
- McKinsey, “Beyond productivity: How AI creates value in private equity” (2026). Analysis of 471 PE-backed companies found broader AI adoption associated with an approximately 130% higher median revenue multiple than opportunistic adoption; this is observational association, not proof of causality.
- McKinsey Global Institute estimates generative AI could contribute 0.1–0.6 percentage points to annual labor-productivity growth through 2040, depending on adoption and redeployment of worker time. See reference 1.
External research reflects results or modeled potential in specific settings and does not guarantee RISEC client outcomes. Any estimate on this site is illustrative. Actual value depends on the workflow selected, starting performance, data quality, process design, adoption, governance, implementation quality, and the ability to convert improved capacity or decisions into measurable financial results.