Frameworks for the decisions in front of you.
Practical frameworks and decision guides from InnoTECH Research & Consulting. These resources help leaders frame challenges, evaluate opportunities, and prepare for the work required to move an initiative forward.
Start with the question you need to resolve, then explore the approach and support relevant to your priorities.
Choose Your Starting Point.
From Innovation to Impact
Explore five stages for defining an initiative, developing options, testing assumptions, planning implementation, and evaluating progress.
Explore the I5 FrameworkBefore You Invest in AI
Clarify the operational problem, workflow, data, people, and measures that should shape an AI initiative.
Explore AI Readiness QuestionsFrom Mission Need to Evaluation
Structure an emerging-technology assessment around the requirement, available evidence, evaluation plan, and next decision.
Explore the Evaluation ApproachFrom Concept to Government Adoption
Explore how mission alignment, purposeful prototyping, funding, contracting, and delivery readiness connect a promising capability with a potential government customer.
Explore Your Transition PathTake something with you.
Three documents built to be used in a meeting, not filed after one.
Innovation to Impact
A 90-minute working session for leadership teams. Worksheets for framing the initiative, naming the assumption that could sink it, and agreeing the decision rule before the results arrive.
We will email the document and follow up once. No newsletter, no sequence.
From Capability to Mission Use
The six roles that must agree before a demonstration becomes a funded requirement, the five places transitions die, and how appropriation categories constrain what you can actually scope.
We will email the document and follow up once. No newsletter, no sequence.
InnoTECH Capability Statement
Core competencies, differentiators, UEI and CAGE, seven NAICS codes and ten Product Service Codes. Formatted for contracting officers and teaming partners.
Download the capability statementYour Discovery Session
What to bring, what each option includes, delivery timing, and how the fee credit works. Read it before you book, not after.
Download the guideFrom Innovation to Impact.
InnoTECH's I5 framework connects a defined challenge with structured exploration, testing, implementation, and evaluation. The stages provide a working structure that can be revisited as evidence, priorities, and operating conditions change.
Turn Innovation Into Intentional Progress
Innovation requires more than a promising idea. It requires a clear problem, disciplined experimentation, and a practical path to implementation. InnoTECH’s I5 framework (Initiate, Ideate, Iterate, Integrate, and Impact) helps organizations structure that journey, build evidence, and make informed decisions about what comes next.
Define the challenge.
Clarify the problem, stakeholders, and desired outcomes before committing resources.
Explore the possibilities.
Develop potential approaches and identify the assumptions that need testing.
Test, learn, and refine.
Use focused experiments and prototypes to strengthen the evidence behind the next decision.
Prepare for adoption.
Align the solution with the people, workflows, and resources needed for implementation.
Evaluate what changed.
Review outcomes, capture lessons, and determine the next action.
The framework is adaptable rather than rigidly sequential. Evidence and feedback may take a team back to an earlier stage as requirements, assumptions, and opportunities evolve.
Where Does Your Initiative Need Momentum?
Whether you are evaluating an emerging technology, improving an operational process, developing a prototype, or preparing a solution for commercial or government adoption, the starting point is understanding your next critical decision. InnoTECH helps you clarify priorities, examine uncertainty, and structure the work needed to move forward.
Book a Discovery SessionShare your challenge, current stage, and desired outcome so we can assess fit and discuss an appropriate consulting engagement.
Explore Each Stage
Define the challenge and the decision ahead.
What problem are we solving, for whom, and why does it matter now?
Initiative statement, understanding of key perspectives, objectives, and research priorities.
Develop and compare possible approaches.
What alternatives could address the challenge, and which assumptions require examination?
Opportunity concepts, candidate approaches, and evaluation criteria.
Test assumptions and refine the approach.
What can we learn through a focused test before committing more resources?
Testable hypotheses, prototype or pilot concepts, and evidence-informed revisions.
Prepare the solution for the operating environment.
What must change in the workflow, responsibilities, resources, and supporting systems?
Implementation roadmap, adoption activities, responsibilities, and milestones.
Evaluate results and determine the next action.
What changed, how do we know, and what should happen next?
Performance measures, outcome review, lessons learned, and next-step recommendations.
The framework provides structure; the engagement determines the depth of research, testing, and implementation support required.
Before You Invest in AI.
A useful AI initiative begins with an operational problem and a clear definition of value. Use these five questions to prepare for an informed discussion about fit, feasibility, and adoption.
How ready is your organization for AI, actually?
Seven questions covering investment, guardrails, training, and return. About four minutes.
Organizations tend to know whether they are using AI and tend not to know whether they are using it well. This walks through the seven areas we examine in an AI readiness engagement. Your answers stay in your browser. Nothing is sent anywhere unless you choose to at the end.
Agents are a different problem from assistants.
An assistant suggests. An agent does. That difference is where the governance work is.
An AI assistant produces something a person then decides what to do with. An agent takes actions on its own: it queries a system, sends a message, updates a record, triggers a workflow. The technology behind the two is similar. The organizational question is not similar at all, because an agent's mistakes arrive already executed.
Most of the AI governance material available right now was written for assistants. Organizations deploying agents need a further set of decisions, and in our experience those decisions are easier to make before deployment than after.
Agent Design and Action Authority
InnoTECH examines agent design and action authority separately. The number of agents or tools in a system does not determine how much authority it should receive. Permissions, review requirements, and accountability must be defined for the work being performed.
InnoTECH planning model — not an official standard or maturity certification
System design
How the system is structured
Assistant supporting a person
Suggests, drafts, and summarizes. The person decides what to do with the output.
Structured workflow
Runs a defined sequence of steps inside set boundaries.
Agent using approved tools
Calls other systems and tools to complete a task within explicit permissions.
Multiple coordinated agents
Several agents coordinate to complete work. Requires established governance, logging, and escalation paths.
Action authority
What the system is permitted to do
Produces recommendations for human review
Output is reviewed before any action is taken. Allowed with standard review.
Performs predefined, bounded actions
Executes within a defined, tested scope. Our preferred starting point for most engagements.
Requires approval before specified consequential actions
A human gate is required before irreversible or material actions.
Operates within explicitly delegated limits, with monitoring and escalation
Appropriate only after testing, governance, logging, and escalation paths are established and verified.
The Rule
An InnoTECH agent may draft, analyze, summarize, recommend, and score. It may not independently submit, certify, spend funds, alter material records, access sensitive systems, send external communications, or make commitments without a pre-approved human gate and documented authority.
In our experience, an organization gets more from running a well-governed assistant or structured workflow than from moving quickly to higher action authority. The pressure to skip ahead usually comes from a vendor demonstration rather than from an operational need.
The five decisions to make before deployment
What may the agent touch?
List the systems, data, and records explicitly. An agent with general access is an agent whose blast radius nobody can describe.
What may it never do without a person?
Name the irreversible actions. Sending external communications, moving money, deleting records, changing permissions, and anything involving a customer or a regulator usually belong on this list.
What triggers escalation?
Define the conditions that stop the agent and bring in a human: an unfamiliar input, a value above a threshold, a confidence signal below a floor, a repeated failure, an action outside normal hours.
Who is accountable for what it does?
A named person, not a team. This question is uncomfortable and it is the one that most often reveals the organization is not ready. If nobody will own the agent's actions, the agent should stay at Level 1.
How will you know it is drifting?
Agents degrade quietly. Define what you will log, who reviews it, how often, and what normal looks like, so that abnormal is recognizable.
Where agent projects go wrong
The review step that nobody has time for
A Level 1 agent only works if someone actually reviews the output. When review becomes a formality, you have a Level 3 agent with Level 1 logging.
Permissions that grew
Agents accumulate access during development and rarely have it trimmed before production. Audit what it can reach, not what it was designed to reach.
Success measured on speed alone
If the agent produces output faster and verification takes longer, the workflow has not improved. Measure the whole path.
No off switch anyone has used
Test the shutdown procedure before you need it, and make sure more than one person knows it.
Where we help
InnoTECH assesses agent use cases against our planning model for system design and action authority, defines permission boundaries and escalation rules with the teams who will operate them, designs the oversight and logging model, and builds the evaluation plan that tells you whether the agent is doing what you intended. We work through this with the people who will own the system, not around them.
An AI initiative needs all five. The weakest one sets the ceiling.
What specific problem or decision should improve?
Identify the intended user, the current constraint, and the outcome that would justify further work.
Where would AI fit into the way work is performed?
Identify inputs, handoffs, exceptions, and the decisions that require human review.
What information would the system need, and can it be used appropriately?
Consider availability, quality, permissions, sensitivity, and the effort needed to prepare relevant information.
Who will own, use, and oversee the capability?
Clarify responsibilities, training needs, adoption barriers, and the support required to operate the solution.
How will you evaluate whether the initiative is useful?
Establish a baseline, practical evaluation criteria, and a decision point for continuing, adjusting, or stopping the effort.
These questions help frame an initial conversation. A consulting assessment examines the evidence and develops recommendations for the specific operating environment.
From Mission Need to Evaluation.
An emerging capability becomes more useful when its proposed application, evaluation criteria, and adoption requirements are clear. This guide helps structure the questions that connect technology interest with an informed operational decision.
What operational problem or decision needs support?
Problem statement, map of key roles and perspectives, constraints, and intended use.
What is known about the capability, and what remains uncertain?
Research summary, alternatives assessment, assumptions, and evidence gaps.
What should be tested, under which conditions, and against which criteria?
Evaluation objectives, measures, demonstration plan, and integration considerations.
Does the evidence support further testing, refinement, adoption planning, or a different approach?
Decision brief, recommended next steps, responsibilities, and transition considerations.
The depth of assessment depends on the requirement, available evidence, and decision timeline. InnoTECH supports the research, planning, and coordination needed to clarify the way forward.
From Concept to Government Adoption.
A promising technology, product, or service needs more than technical potential to succeed in government markets. It needs a relevant problem, credible evidence, an engaged customer, an appropriate funding and contracting path, and the capacity to deliver.
InnoTECH helps organizations connect these elements, from early concept development and purposeful prototyping to opportunity assessment, engagement planning, and transition work.
An interested user, a successful demonstration, and an available contract vehicle each matter. None, by itself, establishes a funded purchase.
From Concept to Deployment: Navigate Your Next Decision
Advancing a technology, product, or service requires a clear understanding of what must happen next. Select a stage to explore the work, evidence, and commitments that support progress.
Action
Clarify the user, operational problem, constraints, and desired outcome.
Evidence to gather
A problem statement, user context, and success criteria.
Next decision
Is the need specific enough to guide development?
Action
Build the smallest useful demonstration around the most important uncertainty.
Evidence to gather
A test plan, prototype scope, and observable success criteria.
Next decision
What should be built or tested before further investment?
Action
Evaluate performance in a relevant setting and use feedback to refine the approach.
Evidence to gather
Test results, user feedback, limitations, and prioritized changes.
Next decision
Do the findings support progress, another test, or a change in direction?
Action
Align customer interest, delivery responsibilities, resources, and a suitable acquisition or commercial route.
Evidence to gather
A transition plan, stakeholder commitments, and delivery requirements.
Next decision
What commitments and resources are needed for adoption?
Action
Support implementation, review outcomes, and improve delivery based on actual use.
Evidence to gather
Outcome measures, user support needs, and lessons for scaling.
Next decision
Should the solution expand, improve, or be reconsidered?
For organizations pursuing government or defense opportunities, the next discussion may include customer discovery, prototype evaluation, SBIR/STTR opportunities, potential SBIR Phase III pathways, acquisition approaches, funding categories, and production or service-delivery readiness. The appropriate path depends on the opportunity, eligibility, available funding, and the government customer’s requirements.
A planning framework for commercial, government, and defense opportunities. This is not an official acquisition process or a guarantee of funding or adoption.
What Is Standing Between Your Concept and Adoption?
Your next step may involve validating the need, strengthening a prototype, engaging a prospective customer, or preparing a credible transition plan. Share your current stage and the decision you need to make so InnoTECH can assess fit and discuss an appropriate paid consulting engagement.
Book a Discovery SessionUnderstand the Pathway Before You Pursue It.
Funding programs, contract structures, and budget categories answer different questions. Understanding those distinctions helps a business prepare a more credible pursuit.
SBIR & STTR
Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) support eligible small-business research and development with commercialization potential. STTR requires collaboration with an eligible research institution. Depending on the agency and opportunity, awards may use contracts, grants, or cooperative agreements.
Does the proposed work fit the research objective, eligibility rules, and commercialization expectations of the specific opportunity?
Phase III
SBIR/STTR Phase III covers work connected to prior SBIR/STTR-funded efforts and financed through other funding sources. It can include further research, products, production, or services. Qualifying federal Phase III work may be awarded without a new competition under applicable authorities.
Can you document the relationship between the proposed work and the prior SBIR/STTR effort, and identify a customer with a funded need?
Contracting Language
Fixed-price and cost-reimbursement describe different approaches to pricing and risk allocation. An indefinite-delivery/indefinite-quantity (IDIQ) arrangement provides a structure for orders. An RFP is a request for proposals; it isn't itself a contract type. Other Transaction agreements use a separate authority and are not standard FAR procurement contracts.
What acquisition approach is the customer considering, and what would it require of your organization?
Colors of Money
"Colors of money" refers to categories of government appropriations with different permitted purposes and availability periods. Research, Development, Test and Evaluation (RDT&E), Procurement, and Operation and Maintenance (O&M) are important defense examples.
Have the customer's program, contracting, and financial personnel aligned the proposed scope with appropriate available funds?
Prepare for the Business of Government.
Technical readiness and contracting readiness develop together. Before committing to a pursuit, clarify:
- The customer's problem and the fit of your proposed solution
- Required registrations, representations, and eligibility
- Solicitation instructions and evaluation criteria
- Relevant evidence, experience, and delivery capacity
- Pricing assumptions and the resources required to perform
- Intellectual property, data rights, and information-handling requirements
- The responsibilities of potential partners or subcontractors
- Acceptance, reporting, invoicing, and ongoing support expectations
The applicable requirements depend on the opportunity and award. An early review helps identify gaps before they become proposal or delivery problems.
Where Is Your Transition Stalling?
Build a Transition Plan Around Your Actual Opportunity.
InnoTECH helps clients clarify mission relevance, structure research and evaluation, assess opportunities, map stakeholders, and plan the work required for adoption and growth.
- Mission-fit and opportunity assessment
- Prototype and evaluation roadmap
- Customer and engagement plan
- Funding and acquisition pathway assessment
- Proposal positioning and review
- Transition and scaling roadmap
Begin with a priorities discussion to assess fit and define potential scope. Detailed research, recommendations, and execution support are delivered through a paid assessment, project engagement, or Retainer Plus relationship.
Official References
- SBA · SBIR/STTR Policy Directive
- Federal Acquisition Regulation · Contract Types
- Federal Acquisition Regulation · Research and Development Policy
- Department Financial Management Regulation
This guide provides general orientation. Current law, agency policy, solicitation terms, and authorized government determinations govern individual opportunities. InnoTECH does not guarantee eligibility, funding, or awards.
Put the Insight to Work.
A framework can clarify the questions. A focused engagement helps your organization examine the evidence, make decisions, and move the work forward.