Svaya discovers what each network site should be optimised for — balancing subscriber experience, energy efficiency, and revenue. We show you what's achievable, earn your approval, then deliver exactly that. The trustworthy path to autonomous networks.
Every site in your network is silently trading off subscriber experience, energy cost, and revenue — every hour of every day. Most operators don't know which trade-off they're actually making. Svaya makes it visible, quantified, and yours to decide.
A site optimised for energy efficiency may degrade video quality at peak hours. One optimised for QoE may waste 30% of its power during low-demand windows. Without per-site visibility, operators make this trade-off blindly — at every site, every day.
Energy savings that reduce service availability push subscribers toward churn. The 15-minute cliff — where degraded experience becomes a cancelled subscription — is invisible without service-layer telemetry. Power savings become revenue losses.
Traffic steering and policy decisions made for revenue maximisation can systematically degrade QoE for specific subscriber segments — the ones most likely to churn. Without the link between network decisions and subscriber outcomes, the damage is invisible until it shows up in NPS.
A five-phase workflow built on a single principle: autonomy without agreed objectives is dangerous. Svaya earns the right to act — one approved step at a time.
Svaya connects to your network — working with your existing measurement infrastructure or helping you establish it — and surfaces real subscriber experience alongside energy and revenue signals. Continuously. At scale. Across every site and service type. This is the sensing layer that most operators have never had.
Our intelligence engine analyses every site across multiple dimensions — usage patterns, subscriber density, service mix, energy profile, revenue contribution, and competitive context. It classifies each site and recommends what it should be optimised for, with the predicted outcomes for each objective clearly shown. You see the analysis. You see the trade-offs. Nothing is hidden.
Before Svaya does anything, you review and approve the plan — per site, per objective, per outcome target. When you approve, Svaya signs it. That signed plan becomes the contract. Svaya will not act outside it — ever. This isn't a setting. It's an architectural guarantee.
Hard constraints are non-negotiable boundaries that Svaya enforces deterministically — coverage floors, QoE minimums, energy caps, regulatory obligations, subscriber welfare thresholds. You set them once. They apply universally. No algorithmic trade-off, no override, no exception.
Within your approved plan and hard constraints, Svaya acts. Corrective actions execute in tiers — small, reversible changes can run automatically; higher-impact actions wait for your explicit sign-off. Every action has a pre-computed rollback locked before anything runs. Every outcome is measured against what we promised.
Svaya doesn't decide what matters most to you. It makes the tension between objectives visible, quantifies it per site, and lets you set the priority weighting. Different sites can have different objectives — a dense urban site and a rural coverage site should never be optimised the same way.
Svaya surfaces what subscribers actually experience at the service layer — not what your infrastructure reports. Buffering, call drops, latency spikes, DNS degradation: the signals that drive churn before they ever reach your support desk. QoE is the sensing layer that makes everything else possible.
Energy is the second-largest opex line after spectrum. Svaya tracks energy consumption across your network in real time, computes industry-standard efficiency metrics per site, and identifies where power is being wasted — without compromising service. Every site has a different energy profile. Svaya finds and acts on it.
Network performance and commercial outcomes are directly linked — and most operators can't see the connection. Svaya maps the revenue impact of QoE degradation, traffic policy decisions, and service availability failures — and identifies the corrective actions with the highest commercial return.
Svaya doesn't resolve the tension between QoE, energy, and revenue — it makes it visible, quantified, and operator-controlled. You set the priority weighting per site. Svaya delivers within it. The result is a network optimised for your business, not a generic benchmark.
Before executing any approved plan, Svaya runs a feasibility analysis — a per-site assessment of what is physically and operationally achievable. We don't make promises we can't keep. And we tie our revenue to the outcomes we commit to.
Before Svaya touches a single site, it assesses what improvements are actually achievable — given physical constraints, vendor capabilities, topology, and traffic patterns. This isn't optimism. It's engineering honesty.
Svaya's commercial model is tied to the outcomes in your approved plan. We don't charge for configuration changes or platform access. We earn from measured improvement against what we promised — verified against your own data.
Three ways to start — move at your own pace
Autonomy is not a product you buy — it's a relationship you build. Svaya walks operators to L4 incrementally, expanding consent only as trust is demonstrated through outcomes. Every step is operator-controlled.
Svaya surfaces QoE, energy, and revenue signals across your network. Your team sees everything — makes all decisions. We show; you act.
Shadow ModeSvaya generates per-site outcome recommendations with feasibility assessments. Your engineers review and approve. Every recommendation is explained, not just suggested.
Human DecidesWithin your approved plan and constraints, Svaya executes. Small reversible actions run automatically. Higher-impact changes need explicit sign-off. The rollback is always pre-computed.
Human in the LoopThe network observes, reasons, decides, and heals itself — within operator-defined boundaries. Your NOC shifts from firefighting to oversight. This is what we're building toward together.
The End GoalEvery autonomous action Svaya takes is earned, constrained, audited, and reversible. This isn't a policy — it's how the system is built.
Your approved plan is a cryptographically-signed contract. Svaya acts only within it. The plan is visible, versioned, and operator-controlled at all times.
A pre-computed reversal is locked before any forward action executes. You can always ask "what does undo look like" — and always get an answer before anything happens.
Coverage floors, QoE minimums, energy caps, regulatory limits. Enforced deterministically. No algorithmic trade-off, no edge-case exception, no override by any autonomous process.
Every decision — signal observed, recommendation generated, approval given, action executed — is logged with a cryptographic signature. Every action is explained, not just recorded.
You set what Svaya can do autonomously and what requires approval. Small, reversible changes auto-execute. Cross-node or customer-visible changes always need sign-off.
Halt, override, or roll back any autonomous action at any point. No lock-in, no black boxes, no delay. Control is always yours — architecturally, not just contractually.
Svaya works directly with network operators and through a select ecosystem of channel partners — system integrators, managed service providers, and network consultancies who bring Svaya's outcome intelligence to their operator customers.
If you operate a network — mobile, fixed, converged — Svaya gives you the per-site outcome intelligence and autonomous execution capability to reduce opex, protect revenue, and improve subscriber experience. All within boundaries you define and control.
Svaya's outcome intelligence platform is designed to be delivered through trusted operator relationships. If you serve MNOs, ISPs, or enterprise network operators — and want to bring autonomous network optimisation to your customers — we want to build with you.
Estimate your potential across all three objectives. These are illustrative ranges — your shadow pilot will produce numbers specific to your network.
Whether you're an operator exploring the autonomy journey or a partner looking to bring outcome intelligence to your customers — the conversation starts here.
Tell us about your network and your goals. We'll come back within one business day with a tailored assessment — not a generic demo.
We observe your network and deliver a signed report of what Svaya would have done. Zero changes. Zero commitment. Real numbers from your real network.
We map your QoE, energy, and revenue potential per site — with your data, not industry benchmarks.
We walk you through the consent-tier model and show exactly how you move from L1 observation to L4 autonomy — at your pace, within your boundaries.
Every operator and channel partner gets a dedicated technical contact. This is a long-term operational partnership — not a product sale.
No spam. No generic demos. We respond with something specific to your situation — or not at all.
Our team will reach out within one business day — with something specific to your network, not a slide deck.
The autonomy journey starts with a conversation.