Industry Solutions
One database. Every industry.
SapixDB's architecture — immutable records, incremental counters, natural-language queries, and real-time streams — maps directly to the hardest operational and compliance problems in regulated industries.
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Immutable Strand
Every record is append-only at the storage level. There is no UPDATE path. History cannot be changed by anyone.
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O(1) Counters
Define a running sum, count, min, or max once. Read it in a single key lookup forever — no scan, no matter the history depth.
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Natural Language Queries
Operators ask questions in plain language. SapixDB translates to SaQL and returns results — no SQL, no schema knowledge required.
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Real-Time Streams
Downstream systems subscribe to an agent's strand via SSE and receive changes as they happen. No polling, no batch windows.
Where SapixDB changes everything
The same architecture that eliminates schema migrations in SaaS eliminates compliance risk in healthcare, financial liability in banking, and operational blind spots in logistics.
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Pharmacy & Drug Retail
Compliance-grade dispensing history at branch scale
- ✓Prescription strand: every dispensing event is appended — never updated. Retroactive alteration is structurally impossible, not just policy.
- ✓O(1) stock counters per SKU per branch — loyalty point balances read in a single key lookup regardless of transaction history depth.
- ✓Real-time low-stock alerts pushed via SSE to branch managers the moment a threshold is crossed — no polling, no batch jobs.
- ✓Per-branch agent isolation: a data incident at one outlet cannot expose another. Each branch owns its own cryptographic strand.
✈️
Aviation & Transport
Maintenance logs that cannot be altered after the fact
- ✓Aircraft maintenance strand: every entry is append-only at the storage level — not a policy constraint, an architectural one. No silent modification after an incident.
- ✓Loyalty miles at scale: materialized counters give you O(1) balance reads for tens of millions of members. No scan, no matter how long the history.
- ✓Crew operations via NL: plain-language queries over certifications, rest hours, and availability — without a BI team or custom report.
- ✓Real-time flight status SSE: downstream systems subscribe once and receive updates as they happen, eliminating polling across integrations.
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Real Estate & Construction
The ground truth for project milestones and disputes
- ✓One agent per project: milestones, contractor payments, inspection signoffs and snagging items — all in an immutable strand that both parties can query.
- ✓Budget burn counters: materialized sum of spend vs. allocation — O(1) read for every project manager dashboard refresh.
- ✓Dispute resolution: the strand is the timestamped record of what happened and who approved it. No ambiguity about who changed a document or when.
- ✓NL queries for PMs: "show all open punchlist items on Tower B assigned to contractor X" without writing a single SQL query.
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Banking & Financial Services
SOX-grade audit trail built into the storage primitive
- ✓Transaction ledger: every record is cryptographically signed at write time. Lineage is verifiable without a separate audit system.
- ✓Account balance counters: O(1) reads for real-time balance, credit utilisation, and exposure limits — consistent under concurrent writes.
- ✓Dual-approver governance: high-value mutations require two distinct approvers, enforced at the database layer, not the application layer.
- ✓Schema-free evolution: product types, fields, and instruments change without migration scripts, DBA approval cycles, or downtime.
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Insurance
Every claim communication logged, linked, and auditable
- ✓Claim history strand: every communication, assessment, adjustment, and decision is appended with a timestamp — ready for regulatory inspection at any moment.
- ✓Policy change audit: every modification is versioned with the actor identity and timestamp. Time-travel queries let you see any policy as it was at any point in the past.
- ✓Risk scoring agents: one agent per customer or asset accumulates the full exposure history. NL queries let underwriters ask questions in plain language.
- ✓No-migration schema: as products and coverage types evolve, SapixDB adapts without offline migrations or versioned table schemas.
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Hospitals & Clinics
PHI isolation by architecture, not access control lists
- ✓Patient agent isolation: each patient's strand is a separate cryptographic unit. Patient A's records cannot physically appear in a query scoped to Patient B.
- ✓Medication dispensing audit: every administration is logged with the dispensing identity, dosage, and timestamp. Retroactive alteration is not possible.
- ✓HIPAA-structural compliance: unlogged PHI access is architecturally impossible — not "prevented by policy," prevented by the absence of an unlogged access path.
- ✓Clinical NL queries: nursing and physician staff can ask questions in plain language without DBA involvement, custom reports, or BI tooling.
Enterprise Evaluation
Evaluate SapixDB
with your real data
Start a 2-month enterprise trial with a sample dataset tailored to your industry. Full feature access, no credit card, and an onboarding call with the engineering team.
O(1)
counter reads at any scale
AES-256
encryption at rest
Zero
schema migrations ever
Sensart Technologies