Engineers
Enterprise software engineering capability across AI, applications, data and cloud.
Find the AI opportunities worth funding. Build your 4 strongest agents in 5 days
Ideas2IT works with your tech teams to identify high-value opportunities for AI agents, quantify their economics and build up to four working prototypes.
For qualifying enterprises with more than $100M in annual revenue. No consulting fee. No implementation obligation.
What your team leaves with
- 30–60candidate AI use cases mapped
- 10–20opportunities sized and prioritized
- Up to 4working agent prototypes
- 1executive production roadmap
Trusted by teams building the future
Enterprises have no shortage of AI ideas. The difficult part is deciding which ones deserve investment
The purpose of the sprint is to give your executive team enough evidence to make a production decision on specific AI opportunities.
Where should we apply agents?
We map the workflows where automation can materially affect cost, revenue, quality or cycle time.
Which opportunities should come first?
We score value, feasibility, readiness and time to value before selecting prototypes.
Will the agent work in our environment?
We design against your systems, data, policies, approvals and operating constraints.
What is the case for production?
Every selected prototype is tied to a quantified value hypothesis and an implementation path.
The 5 day engagement that takes you from workflow discovery to an executive production decision
Day 1
Map the opportunities
Structured working sessions with business workflow owners identify repetitive work, and areas of material economic value.
Output30–60 candidate use casesDay 2
Quantify and prioritize
Build the business case for the strongest opportunities and assess implementation feasibility, data readiness and time to value.
Output10–20 sized opportunities and 3–4 selected agentsDay 3
Design and build
We map enterprise context, define agent behavior, skills, systems and human approvals, then prototype the workflows using controlled data.
OutputAgent blueprints and working prototypesDay 4
Test and refine
Prototypes run through realistic workflows and are reviewed with workflow owners before the executive demonstration.
OutputUp to 4 reviewed working prototypesDay 5
Executive review
We demonstrate the agents, present the business cases and review the investment and implementation path to production.
OutputExecutive business case and 30/60/90-day production roadmap
The sprint produces working evidence and the supporting decision material
- 01
AI Opportunity Map
30–60 candidate use cases tied to workflows, business owners and the source of potential value.
- 02
Prioritized Business Cases
10–20 opportunities assessed for economic value, feasibility, readiness and expected time to value.
- 03
Agent Blueprints
Detailed designs for selected agents, including outcomes, skills, systems, context, autonomy and approval requirements.
- 04
Working Prototypes
Up to four functional prototypes demonstrating the selected workflows against realistic scenarios.
- 05
Enterprise Context Blueprint
A map of the data, systems, terminology, permissions and organizational context required for production.
- 06
Production Roadmap
A 30/60/90-day plan covering the recommended sequence, dependencies and next implementation decisions.
*The artifacts are designed to remain useful whether you proceed with Ideas2IT, use another implementation partner or retain the work for a later program.
Our framework for evaluating agentic opportunities
We use the same framework across the opportunity portfolio so that the final recommendations can be challenged and reviewed by finance, business and technology stakeholders.
1
Business case
- Labor
- Annual hours × % of time removed × loaded hourly cost
- Financial impact
- Revenue recovered + spend avoided + discounts captured + collection improvement
- Quality and risk
- Volume × error rate × cost per error × % prevented
2
Opportunity score
- Business value30%
- Feasibility25%
- Time to value20%
- Data and context readiness15%
- Business ownership10%
A small joint team is enough to run the sprint
We keep participation focused. Business owners join the sessions relevant to their workflows rather than sitting through the entire week.
Ideas2IT Team
Consulting Lead
Runs discovery, business-case development, prioritization and the executive review.
AI Architect
Defines agent architecture, enterprise context, systems, guardrails and the path to production.
Forward-Deployed Engineer (FDE)
Builds, tests and refines the prototypes alongside your team during the sprint.
Your Team
Executive Sponsor
Provides business context, removes access barriers and participates in the final decision.
Business / Workflow Owners
Explain current workflows, validate assumptions and review the prototypes relevant to their functions.
Technology / Data Representative
Provides system context, data constraints, security requirements and integration considerations.
Who the sprint is designed for
We accept a limited number of enterprise sprints
The sprint works best when there is enough operational scale to support a meaningful business case and an executive team prepared to act on the findings.
Tick what's true for your company.
0/4The sprint works best when all four are true.
Why Ideas2IT
The sprint is run by the same disciplines required to put successful agents into production
Ideas2IT combines consulting, AI architecture and forward-deployed engineering in one delivery team. Our broader engineering organization covers enterprise application development, data, cloud and integration, allowing a validated prototype to move into production without changing the operating context established during the sprint.
Of engineering delivery
Experience working within the constraints of production enterprise systems.
Enterprise delivery standards
ISO 27001SOC 2 Type IICertified
SOC 2 Type II, ISO 27001 and HIPAA-aligned delivery capabilities.
Give us five days with the right people. We will establish which AI agents are worth taking to production
Applications are reviewed for fit before a sprint is scheduled. For selected enterprises, Ideas2IT provides the consulting, architecture and engineering team at no consulting fee.
- Five working days
- Up to four prototypes
- No implementation obligation
Application received. We'll review it for fit and get in touch to schedule a working session.
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Questions enterprises usually ask
Before you apply
Yes, for enterprises selected for the program. The client is responsible for making the appropriate business and technology participants available during the week.
No. The sprint is designed to validate the workflow before production access is required. Public interfaces can be used where appropriate, while private integrations can be mocked using representative data and system behavior.
No. They are working prototypes designed to test workflow behavior, enterprise context, approvals and business value. The production roadmap identifies the work required for security, integration, evaluation, governance and deployment.
Your executive team decides which opportunities, if any, warrant production investment. Ideas2IT can take selected agents into production, but there is no obligation to use Ideas2IT for implementation.
Yes. Existing use cases can enter the same evaluation process alongside opportunities identified during the sprint. This allows the full set to be compared using one economic and feasibility framework.