Evidence-to-Decision Intelligence
Intelligence for institutions that must deliver.
Turn the project, programme and portfolio evidence your institution already produces into traceable executive decisions — and verify whether the intervention worked and the value endured.
One number governs this product: evidence-to-decision time. Design-partner pilots exist to measure it.
- Diagnose
- Prioritize
- Govern & Transform
- Monitor
- Assure
- Realize Value
- Learn
- Reassess
Prototype / Design-Partner Stage · Starting in Cameroon · Designed for Africa · English + Français
Evidence
Status report · risk register · steering minutes
Delivery signal
Evidence-linked contradiction / emerging issue
Governance implication
What leadership and governance must understand
Decision required
Traceable executive decision cue
Human review
ACCEPTAMENDREJECTESCALATE
No live model call. No real institutional evidence.
Before you read further
This is not software you buy to feel modern. It is an instrument for institutions that already know a delivery decision is being made too late, too often, on evidence nobody can trace.
Three conditions under which this is the wrong product for you
We would rather you disqualify yourself now than discover it in month four. If any of the following describes your institution, NPMTI Intelligence is not the right starting point.
- 01
You do not yet produce project evidence
If reports, minutes, risk registers and progress records are not routinely produced across your portfolio, there is nothing for an evidence-grounded system to reason across. Establish the delivery record first.
- 02
You want a dashboard rather than a decision
If the objective is a better-looking view of the same information, business-intelligence tooling is cheaper and faster. This product exists to make an accountable decision traceable, not to visualize a status.
- 03
No named executive owns the decision
Without an executive sponsor who owns the delivery decisions in scope, findings have nowhere to land. Institutional accountability cannot be supplied by a system.
If those conditions apply, the honest starting point is a structured baseline of institutional delivery capability rather than an intelligence layer. See the NPMTI institutional baseline
Where this product actually stands today
Stated before any commercial discussion, so nothing needs to be discovered later. Prototype / design-partner stage.
Available or defined
- The published architecture: dimensions, criteria, boundaries
- Deterministic prototype views on synthetic evidence
- Evidence-to-decision method and human decision states
- Bilingual working language, English and Français
Prototype
- MultiCriterIA™ prioritization on agreed criteria and weights
- Capability diagnosis views
- Evidence-to-intervention assurance traces
In development
- Production AI reasoning over real institutional evidence
- Enterprise connectors
- Longitudinal institutional intelligence across cycles
- Larger multi-institution deployments
No production capability is offered or guaranteed at this stage. Nothing in the prototype uses real institutional evidence.
The evidence-to-decision gap
Projects do not fail in isolation. Institutions deliver them.
The problem is not a lack of reporting. It is the distance between evidence and decision.
- 01
Fragmented evidence
- 02
Late risk visibility
- 03
Slow executive decisions
- 04
Lost institutional learning
Evidence institutions already produce
- Status reports
- Risk registers
- Schedules
- Budgets
- Steering minutes
- Audits
- Evaluations
Institutions already produce large amounts of project, programme and portfolio evidence. The challenge is connecting that evidence early enough to capability, governance, intervention, realized value and institutional learning.
The institutional delivery loop
One institutional delivery loop — not eight disconnected tools.
Each stage produces evidence the next stage can use, and the loop closes back into institutional capability.
Select a stage to see the executive question it answers.
01DiagnoseExecutive question
Can this institution actually deliver what it has committed to?
Capability
CPLI™ · Institutional Capability Intelligence
Executive output
Capability baseline · improvement priorities · readiness context
02PrioritizeExecutive question
What should leadership fund, sequence or intervene in first?
Capability
MultiCriterIA™
Executive output
Transparent ranking · scenario comparison · decision trace
03Govern & TransformExecutive question
Who decides what, on what evidence, and through which structure?
Capability
Institutional Upgrade Roadmap™ · P3PMO / OPM
Executive output
Governance model · delivery-unit design · upgrade roadmap
04MonitorExecutive question
Where is delivery diverging from intent, and how early can we see it?
Capability
Delivery Intelligence
Executive output
Delivery signals · dependency indications · escalation candidates
05AssureExecutive question
Is this finding trustworthy enough to act on — and who validated it?
Capability
Delivery Assurance Intelligence
Executive output
Evidence-linked findings · assurance record · validated interventions
06Realize ValueExecutive question
Did the intervention create the promised value — and did it endure?
Capability
PPVSR™ · Value Realization Ledger™
Executive output
Benefit-to-outcome trace · sustainability observations · value evidence
07LearnExecutive question
What can the next programme inherit instead of rediscovering?
Capability
Project Legacy · Africa Project Delivery Casebook™
Executive output
Institutional lessons · legacy records · comparable delivery patterns
08ReassessExecutive question
Has institutional capability actually improved since the last cycle?
Capability
Continuous institutional learning
Executive output
Updated capability view · revised priorities · compounding memory
Product proof
From evidence to a human-accountable decision.
One deterministic synthetic scenario across three institutional records. Connect the evidence and follow it through to the decision a named human must own.
Synthetic institutional records
R-1 · Monthly status report · Package 3
Civil works progress reported at 62% against a planned 74%.
R-2 · Risk register · Entry 118
Land-access risk raised from moderate to high; owner unchanged since last cycle.
R-3 · Steering minutes · Cycle 09
Mitigation action noted as ‘in progress’ for the second consecutive meeting.
Risk / dependency signal
—
Governance implication
—
Decision required
—
Why NPMTI compounds
The model is not the moat. The institutional learning system is.
- 01
Domain methods
An institutional-delivery doctrine that already exists as methodology and practice, not a generic AI wrapper.
CPLI™MultiCriterIA™Delivery AssurancePPVSR™ - 02
Governed institutional workflow
Evidence becomes human-reviewed decisions, decisions become interventions, and interventions are followed to outcomes.
- 03
Compounding institutional memory
Capability history, decision history, realized value and reusable project legacy accumulate inside the institution.
Value Realization Ledger™Project Legacy
Defensibility is designed to compound as permissioned institutional evidence, decision history and post-project value records accumulate over time.
Where NPMTI fits
Built for a different level of the delivery problem.
Project / portfolio platforms
Primary object
Projects and portfolios
Typical role
Plan, coordinate and track delivery work.
Business intelligence
Primary object
Available operational data
Typical role
Visualize, report and analyze.
AI project copilots
Primary object
Project work, documents and user tasks
Typical role
Summarize, draft, search and assist decisions.
NPMTI Intelligence™
Primary object
The institution and its delivery system
Typical role
Connect institutional capability, prioritization, governance, project and programme evidence, assurance, realized value and institutional learning.
Project and portfolio tools can remain part of the stack. NPMTI Intelligence is designed to add an institutional evidence-to-decision layer above and across them.
Project copilots can help professionals perform project work; NPMTI Intelligence is designed to help institutions improve the system through which that work is governed, assured and converted into enduring value.
Four questions: What is happening? Why is it happening? Where should leadership intervene? Is the intervention working?
Beyond project closure
Completion is not the same as value.
Did the intervention create the promised value — and did that value endure?
- Promise
- Delivery
- Outcome
- Sustainability
- PPVSR™
- Institutional lesson
- Reassessment
How it is held
Every project should leave the institution better able to deliver the next one.
Trust & responsible AI
Institutional evidence remains institutional evidence.
- Private by default
- Institution-controlled access
- Permission-aware disclosure
- Evidence traceability
- Human validation for consequential outputs
- No automatic public ranking
- De-identification or aggregation only where authorized
Private institutional evidence
Raw project evidence stays under institutional control and is not public by default.
De-identified benchmark intelligence
Comparative patterns only, and only where the institution has explicitly authorized de-identified use.
Institution-authorized public signals
Nothing appears publicly without explicit permission for that specific material.
NPMTI does not publish confidential institutional scores or rankings without explicit authorization.
No security certification is claimed. Data-handling terms are agreed in writing for each engagement.
AI can support the decision. Humans own the accountability.
What is engaged
Seven decision modules, each answering an institutional question
Modules are engaged against a decision you already have to make. None of them is sold as a licence to be figured out afterwards.
- 01
Portfolio Prioritization
Ranks initiatives against weighted criteria with a traceable rationale.
The institutional problem it addresses
Too many initiatives, no comparable basis.
- 02
Options & Business Case Appraisal
Compares investment options against criteria and evidence.
The institutional problem it addresses
A capital decision that must survive scrutiny.
- 03
Scenario & Sensitivity
Tests how the ranking moves under changed assumptions.
The institutional problem it addresses
What if the budget is cut by twenty per cent.
- 04
Evaluation Method Licence
The institution runs its own multi-criteria evaluations using the licensed instrument and method.
The institutional problem it addresses
Evaluation that withstands challenge.
- 05
Decision Record & Audit Trail
Every material decision stored with criteria, evidence, reviewer, reason and disposition.
The institutional problem it addresses
Oversight, audit and institutional memory.
- 06
Delivery Risk & Exception
Surfaces what requires attention, traced to authorized evidence.
The institutional problem it addresses
Problems discovered too late.
- 07
Benefits & Value Verification
Did the investment produce the value it was undertaken for.
The institutional problem it addresses
Boards and financiers asking for proof.
The procurement boundary we place on ourselves
- On the Evaluation Method Licence: NPMTI supplies the instrument and the method. NPMTI does not participate in, score, or advise on any live procurement or award decision. The institution runs its own evaluation.
- No module is engaged without a named institutional decision it is meant to inform.
- No project evidence is transferred through this website. Evidence scope, governance and secure sharing are agreed in a separate written arrangement.
- Scope, criteria and boundaries are agreed in writing before any engagement begins, and the institution keeps the scoring logic.
- We do not bundle an assessment with the remediation we would then sell against it.
How institutions engage
Three steps, each with a stated exit
- 01
Scoping conversation
The decision in scope, the evidence that exists, the governance boundaries and whether this is the right instrument at all. It ends in a written scope or an honest no.
One session
- 02
Structured pilot
A bounded pilot on an agreed decision, with approved sample evidence shared through a channel established for the purpose. Criteria and weights are agreed before anything is scored.
Bounded engagement
- 03
Scale decision
The institution reviews the trace, the findings and the effort, then decides whether to extend. Declining costs nothing further, and the scoring logic remains with the institution.
Institutional decision
Design partners are being invited now. Design-partner participation shapes the instrument and is documented as such — it is not a purchase of production capability.
How pricing works
What determines a fee, stated before you ask
There is no published unit price, because there is no unit. A fee is determined by the following components and nothing else.
The seven components of a fee
- 01The number of decision modules in scope
- 02The number of projects or programmes covered
- 03The volume and condition of the evidence to be reasoned across
- 04The languages the evidence is written in
- 05Governance and data-residency requirements
- 06The depth of human review and assurance required
- 07The size and complexity of the institution
Size and complexity determine the fee. They never determine the assessment, the criteria, the finding, or the order in which institutions are served.
Institutional capability recognition follows its own published ladder. See the NPMTI capability ladder
What this protects
Four things an institution keeps, whatever happens next
The decision trace
Every material finding stays linked to the authorized evidence behind it, so a decision can be defended, reviewed or reversed on record rather than from memory.
The scoring logic
Criteria, weights and instrument remain with the institution. The exercise can be repeated in a later cycle without us.
Institutional memory
Capability history, decision history and post-closure value accumulate inside the institution rather than inside individual tenures.
Control of disclosure
Evidence is private by default and access is permission-aware. No confidential score, ranking or comparison is published without explicit written authorization for that specific content.
Published boundary
What is published, and what is deliberately not
Published, and open to challenge before you commit
- The architecture: dimensions, criteria and bands
- The four refusals we place on ourselves
- The maturity register above, module by module
- The components that determine a fee
- The evidence-to-decision method and the human decision states
Not published, and will not be
- Institutional scores, rankings or comparisons without explicit written authorization
- Client names, logos or references we have not been authorized to state
- Outcome figures we have not measured
- A security certification — none is claimed
- Benchmark data from any institution that has not authorized de-identified use
Judge the published material before committing to anything. That is what publishing it is for.
One entity signs on the NPMTI side: Paraklete Consulting Inc. (SARL). NPMTI Institute is a programme designation within NPMTI and is not a contracting party.
The four refusals are published in full on the NPMTI programme. Read the four refusals
AI, integration and evaluation
AI is the reasoning layer — not the institutional judgment.
NPMTI Intelligence is being designed for material use of advanced AI, including Gemini for evidence-grounded reasoning and multilingual project-document understanding. Gemma is under evaluation for selected controlled deployment scenarios.
Institutional systems & documents
- PMIS
- ERP / Finance
- M&E
- Risk
- Schedules
- Reports
- Spreadsheets
- Collaboration records
NPMTI Intelligence™
- Evidence-grounded reasoning
- Cross-document synthesis
- English / French reasoning
- Risk and dependency signals
- Scenario explanation
- Executive briefing
Human validation
- Accept
- Amend
- Reject
- Escalate
Institutional action
- Executive decision
- Assurance
- Intervention
- Value evidence
- Institutional memory
These capabilities are in design and development. Connectors are planned, not released, and early work proceeds with exported or manually provided evidence under agreement. No model provider endorses, sponsors or is affiliated with NPMTI Intelligence.
Evaluation discipline
AI outputs must be useful, traceable and reviewable.
Evidence grounding
Can each material finding be traced to authorized evidence?
Decision usefulness
Does the output reduce ambiguity for an actual governance decision?
Human review quality
Can authorized users accept, amend, reject or escalate with clear rationale?
Evidence-to-decision time
Does the workflow materially reduce the time between usable evidence and an accountable decision?
These are the evaluation dimensions design-partner pilots exist to measure. No validated production performance is claimed, and no internal benchmarks, prompts or thresholds are published.
Use cases
Designed for institutions that carry delivery obligations.
Which investments are most ready to deliver — and where does leadership need to intervene?
- Compare candidate investments against agreed criteria with a reviewable decision trace.
- Surface delivery divergence across ministries and agencies before it reaches the political level.
- Follow financed commitments past completion into realized public value.
No client outcomes are claimed. These describe intended fit, not delivered engagements.
Product stage
Building with institutions — not pretending to be finished.
- NPMTI institutional-delivery architectureAvailable / defined
- CPLI™ methodologyAvailable / defined
- PPVSR™ / value methodologyAvailable / defined
- Project Legacy architectureAvailable / defined
- Trust and data principlesAvailable / defined
- Design-partner architectureAvailable / defined
- CPLI™ diagnostic prototypePrototype
- MultiCriterIA™ synthetic prototypePrototype
- Evidence-to-decision walkthroughPrototype
- Full four-view synthetic product LabPrototype
- Production AI reasoningPlanned
- Controlled deployment pathsPlanned
- Enterprise connectorsPlanned
- Longitudinal institutional intelligencePlanned
- Larger multi-institution deploymentsPlanned
Anything not listed as available or prototype is not offered today.
Prototype / Design-Partner Stage · Cameroon proof market · Designed for Africa
Commercial path
Start with one decision workflow. Expand into the institutional delivery system.
- Paid Pilot
- Institutional Subscription
- Premium Modules
- Enterprise / Multi-programme
- Network / National
Four ways to engage, by scope
Design Partner / Pilot
Validate one high-value institutional decision workflow.
Scope
One scoped use case, agreed validation metrics and a documented evaluation.
Proposal on request
Institution
Establish recurring institutional delivery intelligence.
Scope
A single institution operating the delivery loop across its portfolio.
Proposal on request
Enterprise / Multi-programme
Connect multiple portfolios, governance workflows and premium intelligence capabilities.
Scope
Several programmes and delivery units under shared governance.
Proposal on request
Network / National
Scale governed intelligence across multiple institutions or a delivery network.
Scope
Cross-institution or national delivery systems.
Proposal on request
Funding routes
- Institution-funded
- Development-partner-funded
- Strategic sponsor-funded
- Network / group licence
Design-partner programme
Become a design partner
- 1Executive briefing
- 2Use-case definition
- 3Approved / synthetic / non-sensitive evidence
- 4Pilot configuration
- 5Validation metrics
- 6Pilot evaluation
- 7Scale decision
No file upload. No project evidence is transferred through this form at any point.
If a pilot progresses, an appropriate secure channel will be established for approved sample evidence.
View the Design-Partner ProgrammeDesign-partner sessions are held at the NPMTI Cameroon 2026 Summit, Palais des Congrès, Yaoundé, 8–9 December 2026. Summit programme
Contact
Access Bank Building, 2nd Floor, opposite the Ministry of Communications, Yaoundé
- WhatsApp · +237 243 247 770
- Call +237 243 247 770
- Call +237 691 246 428
- Call +237 672 143 957
- NPMTI@paraklete.global
Please do not send confidential project evidence through any of these channels.
FAQ
Questions institutions ask
What is NPMTI Intelligence?
An AI-native institutional delivery intelligence system. It connects institutional capability, strategic and investment priorities, project and programme evidence, governance, delivery assurance, realized value and institutional learning in one evidence-grounded intelligence system.
Is it a project-management system?
No. Project and portfolio management software plans, organizes and tracks work. NPMTI Intelligence reasons across the evidence your delivery system already produces and connects it to capability, decisions, governance, value and learning.
Does it replace PMIS, ERP or BI?
No. It sits above them. Those systems remain the record of plans, transactions and reports; NPMTI Intelligence is the layer that connects their evidence into traceable institutional action.
How does MultiCriterIA™ fit?
MultiCriterIA™ is the decision and investment intelligence element. It makes prioritization explicit — agreed criteria, applied weights, a visible ranking and a decision trace that can be reviewed later.
How does CPLI™ fit?
CPLI™ is the institutional capability intelligence element. It establishes the capability baseline that gives delivery evidence its context, and it is reassessed as real delivery evidence accumulates.
What does the AI do?
It is designed to reason over institutional evidence: long-context and cross-document reasoning, bilingual English/French understanding, risk and dependency extraction, evidence-linked synthesis, scenario explanation and executive briefing. These capabilities are in design and development.
What is human-reviewed?
Every consequential output. Findings and recommended interventions are routed for human validation — accept, amend, reject or escalate — before they become institutional record.
How is evidence protected?
Evidence is private by default, access is institution-controlled and permission-aware, outputs are traceable to source, and de-identified benchmark use or public disclosure requires explicit authorization.
What is available today?
The institutional-delivery architecture, CPLI™ and PPVSR™ methodology, Project Legacy architecture, trust and data principles, the design-partner architecture, and interactive prototypes running on synthetic data.
What is still being built?
Production AI reasoning, controlled deployment paths, enterprise connectors, longitudinal institutional intelligence and larger multi-institution deployments.
What does a design-partner pilot involve?
An executive briefing, a defined use case, approved synthetic or non-sensitive evidence, pilot configuration, agreed validation metrics, evaluation, and a scale decision. Evidence sharing follows a separate written agreement.
Can it work in English and French?
Yes. Bilingual English/French operation is a design requirement, because the proof market is Cameroon and expansion runs through CEMAC and Francophone Africa.
Who is it designed for?
Government and public-investment bodies, enterprise and infrastructure owners, universities, and development-finance and programme institutions that must deliver across many projects at once.
Build the intelligence layer for better institutional delivery.
Design partners are being invited now. Prototype / design-partner stage — English and Français.