We build the calm layer for AI.
One Smart Key. A moving frontier. Zero friction.
Models will keep changing. Your code shouldn't. BeneCloud blends the world's AI behind a single, steady interface—so teams can ship today and upgrade tomorrow.
AI isn't a destination. It's a flow.
Providers evolve. Costs shift. Quality varies. The winning products will treat models as a supply chain, not a shrine. So we built BeneCloud as an AI control plane: a place where models come and go, while your experience—latency, cost, reliability—stays delightfully predictable.
What We Make (in one breath)
Smart Key
One interface to hundreds of models. No rewrites.
Meta-Router
Chooses by quality, cost, latency, availability; explains the choice.
RAG Orchestrator
Plan → retrieve → rerank → answer, with evidence and evals.
Embeddings & Vector
Retrieval at scale; simple quotas; honest metrics.
Marketplace
Reusable prompt and context bundles, governed and versioned.
FinOps
True cost per million tokens, per project and tenant, with budgets and alerts.
Everything you need to deploy faster—and upgrade forever.
How It Feels
Quiet. Immediate. Precise.
Like flipping a single switch and watching complexity organize itself.
Switch lanes, not SDKs.
Streaming when you want flow; batching when you want savings.
Arabic-first UX options; global by default.
Principles (the BeneCloud way)
Clarity beats cleverness. Show the math. Name the trade-offs.
Upgrade without fear. Interfaces stay; engines change.
Trust by default. Policies, audit trails, residency when required.
Latency is a feature. P95s matter because users matter.
FinOps is product design. Cost is part of UX, not a spreadsheet afterthought.
Human in the loop. Guardrails where it counts; freedom where it helps.
Open by design. Choice of models, vector stores, and clouds—yours.
For Builders in the Gulf—and Everywhere
We grew up with multilingual workloads and sovereign requirements. BeneCloud supports GCC data residency, RTL UX, and global scale. Built in the Gulf. Made for the world.
Promises We Keep
Compatibility
Your API is stable through model upgrades.
Observability
End-to-end traces; honest SLOs; readable logs.
Governance
OPA-style policy, ext-authz, per-tenant controls.
Privacy
Encryption in transit/at rest; PII redaction options.
Reliability
Health-based routing, canaries, circuit breakers.
Fair Pricing
Clear per-unit billing, visible discounts (Batch/Cache/RTU).
If we can't explain it simply, we don't ship it.
The Road Ahead
Smarter routing. Richer evals. Better retrieval. Agents that understand cost as well as context. A marketplace where prompts behave like software: versioned, tested, governed. BeneCloud is not a tool you outgrow. It's a tool that grows with you.
Why We Exist
The AI frontier moves daily. Your product roadmap cannot. We built BeneCloud so builders can ship now and upgrade forever—without rewrites, vendor lock-in, or guesswork.
From chaos to clarity: models, prices, latencies, and policies unified behind one Smart Key.
From trial-and-error to evidence: routing based on measured quality, cost, and p95—not hunches.
From lock-in to choice: swap models like parts in a supply chain; your interface stays steady.
Simple test: if a better model appears tomorrow, can you adopt it this week? With BeneCloud, yes.
Our Responsibility (Stewardship of AI)
Power without guardrails is risk. We design for outcomes and safety—together.
Privacy by default: mTLS, scoped tokens, PII redaction, audit trails.
Policy you can read: OPA-style rules, per-tenant controls, explainable decisions.
Honest observability: end-to-end traces, readable logs, clear SLOs.
Human in the loop: review gates for sensitive flows; red-team harness for RAG/agents.
Regional respect: GCC data residency and RTL UX, because sovereignty matters.
If we can't show the math or explain the trade-off, we don't ship it.
The Value We Add (Beyond APIs)
BeneCloud is an AI control plane—not another endpoint.
Time-to-value: ship in days; evolve in hours.
Cost discipline: Batch, Cache, and Prompt Enhancer reduce spend without blunt limits.
Quality under control: eval harness + canary routing keep improvements measurable.
Future-proofing: models, vector stores, and clouds are pluggable; contracts and SLAs stay intact.
Outcome: better answers at lower unit cost, with fewer surprises in finance and ops.
Foresight (What We're Building For)
We design for where AI is going, not just where it is.
Multi-model reality: no single winner—routing is the product.
Reasoning & tools: function calling and agents measured on task success, not just tokens.
Grounded generation: retrieval with citations as a default path.
Fair economics: per-call/per-node + per-token pricing, clear to finance and developers alike.
Upgrades as routine: new models slide in behind Smart Key; your teams keep shipping.
North Star: make the right thing obvious, and the complex thing possible.
Promises We Measure
Latency: publish and meet p95 targets by lane.
Cost: blended $/1M per tenant, visible in the ledger—no hidden multipliers.
Quality: eval suites tracked release-to-release.
Privacy: zero known data-handling incidents; rapid disclosure if one occurs.
Uptime: SLAs that match plans—and alerts before you need them.
Quiet confidence. Visible results.