Find
Margin leaks
Returns, churn, waste, defects, and delays hiding across systems.
Cut
Manual hours
Stop stitching reports just to give AI the context it should already have.
Reveal
Root cause
Connect the signal to the source before the meeting becomes archaeology.
Prove
Pilot ROI
Turn the first demo into a value target leadership can actually discuss.
ROI and Demo Generator
Select a customer or investor scenario, tune the assumptions, and turn the result into a before/after demo agenda with hours saved, context reuse, and risk reduction on the table.
Current estimate
Hours saved
313.7/mo
Direct workflow reduction plus context reuse.
Gross value
£17,854
Monthly labour value plus risk reduction assumption.
This is a scoping estimate. It excludes KynticAI fees, implementation cost, customer validation effort, tax, procurement, and any unproven production dependency.
Scenario Selection
Connector and Product Path
Support leaders, customer success, operations teams
Connector focus
CRM, support cases, product telemetry, knowledge documents
Connector status
Pilot scoped connectors with customer-controlled credentials
Product path
Scout for first local context, Fortress when private connectors and governance matter
Before
A support lead opens the CRM, ticket system, product notes, and old handover threads before they can explain why a customer is stuck.
After
A governed context snapshot gives the agent the customer, entitlement, recent issues, source provenance, confidence, and the safest next action to review.
Default basis
Editable Assumptions
Estimate Output
Monthly hours saved
313.7
272.8 direct hours plus 40.9 context reuse hours.
Context reuse value
£2,251
45% reuse assumption at 3 minutes each.
Cost/risk reduction
£600
10% of monthly risk exposure.
Annualised gross value
£214,248
Before implementation, licence, procurement, hosting, and support costs.
Demo Agenda
The useful next step is not to defend a spreadsheet. It is to decide which pilot path can test the assumptions and make the before/after story real.
Defaults and limits
These defaults anchor the demo conversation, but the editable business assumptions above decide the estimated value.
Fortress local value path
This is a local synthetic benchmark through real local ONNX embedding, LanceDB vector write, and L3 Markdown synthesis. It is not production-scale customer ROI.
Source: ENT-041 local benchmark evidence, 2026-05-29
Embedding shape
Useful for demo sizing language only. Model, latency, and P99 performance remain environment-specific validation work.
Source: ENT-041 local benchmark evidence, 2026-05-29
Control-plane pilot surface
Supports operator-assisted private pilot conversations. Live checkout, production signed downloads, support-bundle ingestion, and formal SLA reporting remain environment work.
Source: README.md and docs/paid-pilot-readiness-checklist.md
Contact path
The CTA can request a pilot or investor review, while durable production lead storage and mailbox receipt confirmation depend on configured environment work.
Source: KAI-CONTACT-PROOF-20260528-173454 and contact proof plan
Connector scenario map
This is a connector scenario map, not a live public marketplace or vendor-certified connector catalogue.
Source: UCL connector docs, Enterprise connector/CNX docs, and Codex Cloud merged proof pack, 2026-06-16
Assumptions
Clear limits
Next Step
Use the contact path to request a pilot, customer demo, or investor conversation. Do not send credentials, raw records, source exports, or private artefacts.
Reveal Results
Concrete commercial scenarios, built for demo conversations. Click each card to reveal the business result to validate in a pilot.
Fashion retailer scenario - returns, stock, and product pages
Find the leak in margin
“SKU 8842 shows a 31% online return rate versus 12% in-store. Customers who opened the size guide returned 42% fewer coats. Recommended action: make the guide unavoidable for this SKU and its lookalikes.”
Steel producer scenario - SCADA, supplier, and quality data
Catch the fault before it compounds
“Blast Furnace 2 defect rate moved 0.3% above baseline over 72 hours. The pattern correlates with a 1.4% silica increase from one ore batch. Recommended action: blend remaining batch before the defect becomes systemic.”
Hospital operations scenario - theatre, ward, and rota context
See the constraint, not the symptom
“Theatre 4 utilisation fell 18% over 11 days. The constraint is not demand; it is ward 7B at 94% capacity plus recovery-nurse shortage. Recommended action: redirect morning slots until staffing recovers.”