Evidence & progress
Progress that can be inspected.
DSA QAI publishes product, pilot and research progress only at the level supported by current evidence. Planned work, prototypes, controlled pilots and production capabilities are identified separately.
The portfolio, at its current stage.
QAI CFO
Cash visibility, collections, obligations, MIS and bankability.
Prototype development02QAI Credit
Document intelligence, financial analysis, policy checks, credit memo and monitoring.
Prototype development03QAI Assurance
Exception-led audit, risk and compliance workflows.
Prototype development04QAI Quantum Lab
Classical-first optimisation, hybrid experimentation and quantum-safe readiness.
Prototype & research05QAI Academy
Role-based learning pathways for finance, BFSI and frontier technology.
Programme prototypePublication standard
What an evidence update must contain.
This is the evidence required for future updates, not a list of completed milestones.
| MILESTONE | WHAT TO PUBLISH | EVIDENCE REQUIRED |
|---|---|---|
| Corporate | Incorporation, DPIIT recognition and Udyam status | Certificate/order/authorised listing |
| Product | MVP module and readiness date | Build record and internal acceptance |
| Integration | Tested data source or connector | Test result and supported boundary |
| Pilot | Workflow, baseline and stage | Signed scope; client naming permission if public |
| Outcome | Measured improvement or benchmark | Method, period, sample and reviewer |
| Research | Experiment, technical note or paper | Authors, method, limitations and link |
| IP | Filing or proprietary component | Ownership record; counsel-approved wording |
| Security | Control implemented or assessment complete | Actual evidence; no aspirational certification |
Maturity definitions
Maturity labels have specific meanings.
Available: contractable today in a verified scope. Early access: working capability for controlled users. Pilot programme: time-bound validation with agreed safeguards. Under development: roadmap item not standardly contractable. Research track: exploratory work without a production or advantage claim.
Public progress
Evidence before claims.
Public product descriptions state intended capabilities and current maturity. Verified pilot outcomes, benchmarks and research findings will be published only after the underlying evidence is ready for review.
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