Beneath the Radar. Beyond the Horizon.
For over a decade, EverSphere has worked in silence, deliberately avoiding the noise of Silicon Valley hype. Today, that silence breaks. Our platform represents not just an advancement in AI, but the beginning of an entirely new epoch in intelligence.
View full black box window> incident drills executed • 0 faults> policy constraints loaded: policy:v3> compliance check: DPIA completed> training run: RoboticAI-v1 • epoch 4348/8546> red-team stress test in progress • no anomalies> load balancer reroute • Lexicon-v11 capacity normal
Quietly built. Publicly verifiable.
Milo (human‑aligned EI) and Kai (optimisation & planning) have operated in closed programmes for years, with logged decisions, measurable outcomes, and independent assurance. Today we’re opening that capability to carefully selected partners.
Milo Human‑Aligned Intelligence
Understands intent, tone, risk and context. Milo moderates ambiguity, elicits missing information, and converts messy inputs into structured signals Kai can act upon.
- Intent parsing & conversation state
- Stakeholder mapping & trust cues
- Policy‑aware guidance & deflection
Dialogue traces • sentiment arcs • uncertainty bands
Kai: Optimisation & Planning
Translates goals and guardrails into executable plans under real‑world constraints. Produces auditable decisions with rollback states.
- Multi‑objective optimisation
- Policy‑constrained actions
- Rollback & state restoration
Constraint graphs • action plans • verifiable logs
(last 90 days)
Where the Platform Works
Real‑time Grid Optimisation
Kai plans dispatch under safety, emissions and cost constraints; Milo mediates human inputs (maintenance windows, curtailment requests) into machine‑readable goals.
- Peak load reduced by double digits across pilots
- Transparent trade‑offs: emissions vs. cost vs. reliability
- Full audit trail for regulator reviews
> objective: minimise CO₂e, hold reliability ≥ 99.95%
> constraints: policy:v3 • N‑1 security • price caps
> status: optimal plan committed • 0 incidents
Clinical Triage Copilots
Milo structures symptoms and concerns with empathy; Kai prioritises pathways, ensuring clinician‑in‑the‑loop at every step.
- Reduced administrative load for staff
- Explainable triage with reversible recommendations
- PII safeguards & DPIA pack included
> intake: structured from free text
> plan: NICE‑aligned pathway • approvals required
> handoff: clinician sign‑off • logs sealed
ShadowIntel
A field-tested military intelligence framework where our ShadowIntel AI interprets signals and intent from Kai, fusing data streams into auditable, real-time decisions for commanders on the ground. Milo works with Shadow to provide instructions to users.
- Accelerated threat detection and response
- Proven in live training and operational theatres
- Transparent audit trails for oversight and assurance
> request: licence:small‑business
> policy: municipal‑2025‑revB
> outcome: approved • rationale attached
Safety, Governance & Assurance
Safety is not a layer; it’s the architecture. Every Milo–Kai deployment runs with guardrails, human oversight, and verifiable logs. The programme is overseen by Dr Abigail Shaw, Chief of Safety & Assurance, with a decade of experience in AI risk management and regulatory compliance. Her credentials in defence-grade auditing and international standards ensure EverSphere operates with the highest level of accountability.
Latest News
Milestones
2025
Platform moves to select‑partner roll‑out across energy and health, supported by independent assurance and red‑team coverage.
2024
Decision engine hardened with policy‑constrained planning and full audit trails; restricted trials commence with critical‑infrastructure partners.
2023
Milo and Kai complete an extended closed‑box communication study; ShadowIntel undergoes evaluation in live training and operational scenarios.