How it works

Encoded expertise curated with assets, evidence and engines that fit the business outcome

Inside the solution

Worked example · Cash & Working Capital

Business issue / priority

Determining optimal choices to preserve liquidity backed by data backed insights

VectaSense IP directs assets, evidence and engines

Analytics and explicit decision logic can produce the plan; AI capabilities extend the analytical core where evidence supports them.

01Business priority

Desired business outcome

Cash timing & liquidity headroom

Outcome & decision scope

02VectaSense IP

Encoded team experience

What to focus on. What to avoid.

Judgement · Priorities · Rules · Experience · Learnings · Expertise

03Curated assets

Domain + industry packs

Finance · no industry selected

Flows · KPIs · Benchmarks · Evidence

04Targeted evidence

Extract what matters

Receipts & obligations

API · Excel · CSV

05Analytics

Establish the facts

Forecast recurring inflows

Statistical forecasting engine

06Predictive AI

Anticipate what is next

Learned receipt forecasting

Risk / forecasting models

07Decision engine

Choose feasible actions

Schedule feasible payments

Optimisation engine + decision rules

08Generative AI

Explain the decision

Ground answers in evidence

Language models + grounding

09Business outcome

Protect liquidity

Cash-aware payment plan

Review → approve → act

Architecture illustration. Solid cards describe analytical roles; dashed cards are AI capabilities.

Curated assets

VectaSense IP decides which assets to use, and how. Explore the brain below: domain solutions, industry packs, engines and the logic that connects them.

Curation done once, reused in every solution

Each row is a solution; each filled cell is a curated asset it draws on. The effort of building these assets is already spent, so every new solution starts with most of its foundations in place. Indicative view: solutions and assets are shown generically.

Solution	Domain packs			Industry packs					Workflows			Open-source engines			Analytical methods			Deterministic models		Assets reused
Solution	Finance	Supply chain	Strategic	Maritime	Shipyard	CPG	Retail	Logistics	Flow A	Flow B	Flow C	Engine A	Engine B	Engine C	Method A	Method B	Method C	Model A	Model B	Assets reused
Solution 1		Not used	Not used		Not used		Not used	Not used			Not used		Not used				Not used		Not used	10
Solution 2		Not used	Not used	Not used			Not used	Not used		Not used				Not used		Not used		Not used		10
Solution 3		Not used	Not used		Not used	Not used					Not used	Not used			Not used				Not used	11
Solution 4	Not used		Not used		Not used		Not used	Not used		Not used			Not used				Not used			11
Solution 5	Not used		Not used	Not used		Not used		Not used	Not used					Not used		Not used			Not used	10
Solution 6	Not used		Not used	Not used	Not used		Not used				Not used	Not used			Not used			Not used		10
Solution 7	Not used	Not used				Not used	Not used	Not used		Not used			Not used			Not used				11
Solution 8	Not used	Not used		Not used		Not used	Not used		Not used					Not used			Not used		Not used	10
Solution 9	Not used	Not used			Not used	Not used		Not used			Not used	Not used			Not used			Not used		10
Solution 10		Not used		Not used	Not used				Not used							Not used				14

Curated and reused Not used by this solution

Engines & tools · Curated with the packs

Open-source AI engines, analytical tools and deterministic tools are curated and version-checked alongside the domain and industry packs. VectaSense IP selects the ones that fit the decision, the data and the integration — substitutions require validation.

Open-source · Curated

Open-source AI engines

Predictive, generative and orchestration engines that extend the analytical core where evidence supports them.

Risk scoring / classification

Open-source machine-learning libraries

Predict payment, delivery or failure risk

Learned forecasting

Open-source forecasting library

Learn demand or cash patterns with explanatory drivers

Anomaly detection

Validated anomaly-detection models

Flag unusual transactions or sensor behaviour

Language model

Suitably licensed open-weight or hosted models

Interpret evidence and draft explanations

Grounded retrieval

Open-source retrieval framework

Retrieve evidence before answering business questions

Agents / durable execution

Open-source orchestration and workflow engines

Tool routing, approvals and durable execution

Analytical · Curated

Analytical tools

Open tools that establish the facts: process, metrics, statistics and matching.

Process mining / conformance

Open-source process-mining library

Discover process paths and test deviations

Metrics / business rules

Open-source data-analysis libraries

Calculate KPIs and apply explicit business definitions

Statistical forecasting

Open-source statistical forecasting library

Forecast recurring time-series values

Reconciliation / matching

Custom matching logic

Match invoices, receipts and ledger evidence

Deterministic · Curated

Deterministic tools

Rule-bound and optimisation engines where the same input must give the same output.

Allocation / scheduling

Open-source constraint-programming and optimisation solvers

Select feasible actions under business constraints

What-if calculations

Scenario modelling with optimisation re-solving

Compare consequences of changed assumptions