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MENTNEO

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INITIALIZING TENSOR RUNTIME ARCHITECTURE...

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MENTNEO
RESEARCH & DEV·EST. 2025

Intelligence,
engineered.

Mentneo designs frontier foundation models, real-time voice intelligence, autonomous AI workforces, and the upcoming 2.2 mm Neuro HGI silicon. Built for enterprises where probabilistic hallucinations are unacceptable.

Language AI

LLM & Conversational AI

Language models that understand India's languages.

Multilingual corpus22 Indian languages
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Voice AI

Sara

An AI voice agent that makes and answers calls like a person.

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Digital marketing

Diya

An AI marketing workforce for growing businesses.

+46%
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Foundation model

Saadhyam

Our own foundation model.

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AI Workforce

Saadhyam Platform

Build, deploy and manage AI Humans that work like employees at www.saadhyam.com.

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IoT

IoT & Embedded

Connected devices, sensors and smart hardware.

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Hardware, coming soon

Neuro HGI Chip

Our upcoming 2.2 mm neuromorphic chip.

2.2 mm
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FOUNDATION
THE PARADIGM SHIFT

THE CONTRARIAN THESIS

Fortwoyears,theindustryracedtoscalebrute-forceprobabilisticapproximations.Theytreatedhallucinationsasaninevitablepriceofintelligence.

THE MENTNEO POSTULATE

Werejectprobabilisticcomplacency.Realintelligenceisnotspeculativeguesswork—itisdeterministic,auditable,andmathematicallyverifiable.

01 · VERIFICATION

Formal Proof Checking

Every inference trace is validated through formal logic solvers before output commitment. Mathematical certainty replaces probabilistic guesswork.

02 · ACOUSTIC PHYSICS

Sub-120ms True Duplex

End-to-end neural audio synthesis without intermediate text transcoding. Full conversational presence with acoustic physics and zero latency drift.

03 · SILICON AUTONOMY

2.2 mm Neuromorphic Die

Native edge intelligence consuming sub-milliwatt power budgets. Eliminating multi-megawatt datacenter dependency for sovereign deployments.

Intelligence · 01 / 09

AI / ML Solutions

Applied machine learning built for real business problems.

01 · Intelligence
Applied Enterprise Models
Causal inference trajectory
Continuous sync
Baseline vs adaptive model+38% precision gain
Accuracy lift+38%
P99 latency3.2 ms
Data sovereignty100%
Custom predictive scoring, forecasting, and causal inference engines
Continuous model retraining pipelines anchored to sovereign data streams
Sub-millisecond inference embedded directly into operational software
Intelligence · 02 / 09

Deep Learning

Custom neural architectures, training and deployment.

02 · Intelligence
Bespoke Neural Architectures
Bespoke neural synthesisFP8 forward pass
Sparse-dense multi-layerZero gradient stall
Training speedup4.2x
Quant precisionFP8 / INT4
Memory footprint-62%
Tailored transformer and diffusion architectures engineered from first principles
Distributed FP8 cluster orchestration with automated gradient balancing
Quantized low-power edge deployment across air-gapped infrastructure
Intelligence · 03 / 09

Saadhyam

Mentneo's own foundation model, built in-house.

03 · Intelligence
Sovereign Foundation Model
Sovereign foundation acoustic ribbon
Sub-120ms DSP
Continuous harmonic breathingLossless 48kHz
Context window1.2M tokens
Throughput320 tok/s
Hallucination delta< 0.08%
Native multi-modal tensor architecture trained on sovereign domain corpus
Formal logic verification gates ensuring zero hallucination drift
1.2M token linear-memory context window with instant retrieval
AI Humans · 04 / 09

Sara

AI voice calling agent that talks like a human.

04 · AI Humans
Voice Calling Specialist
SaraConversational Telephony Specialist
Speaking with empathy
Family of Mentneo AI HumansZero robotic latency
Response latency118 ms
Call resolution89.4%
Vernacular dialects24+
Natural conversational cadence with dynamic acoustic breath and pause modeling
Instant semantic interruption handling with sub-120ms round-trip reaction
Automated enterprise CRM telemetry synchronization and call synthesis
AI Humans · 05 / 09

Diya

AI digital marketing workforce.

05 · AI Humans
Digital Marketing Workforce
DiyaGrowth & Brand Strategy Director
Analyzing audience signals
Family of Mentneo AI HumansZero robotic latency
ROAS increase+46%
Asset velocity50x
Channels managed12 live
Autonomous campaign strategy, copywriting, and multi-format asset synthesis
Real-time creative optimization with predictive ROAS attribution modeling
24/7 cross-channel sentiment monitoring and adaptive audience messaging
AI Humans · 06 / 09

Valmiki

AI human synthesizing strategic enterprise knowledge and narratives.

06 · AI Humans
Enterprise Knowledge & Narrative
ValmikiStrategic Knowledge Synthesizer
Synthesizing briefing
Family of Mentneo AI HumansZero robotic latency
Synthesis ratio10,000 : 1
Citation fidelity100%
Query latency4.2 ms
Petabyte-scale institutional memory indexing across disparate repositories
Authoritative executive briefings and structured organizational knowledge
Deterministic source provenance with byte-exact citations and cryptographic proof
AI Humans · 07 / 09

Rudra

AI human orchestrating resilient operations and autonomous workflows.

07 · AI Humans
Operations & Mission Orchestration
RudraSwarm Orchestrator & Operations
Monitoring system equilibrium
Family of Mentneo AI HumansZero robotic latency
Self-healing rate98.2%
Task throughput50k ops/s
SLA uptime99.999%
Orchestrates distributed multi-agent DAGs with Byzantine fault tolerance
Autonomous real-time anomaly mitigation and self-healing task execution
Continuous mission-critical telemetry monitoring in air-gapped enclaves
AI Humans · 08 / 09

Law AI

AI legal assistant for legal research and drafting.

08 · AI Humans
Legal Research & Statutory Drafting
Law AILegal Research & Statutory Drafting
Auditing statutory clauses
Family of Mentneo AI HumansZero robotic latency
Research time-85%
Precedent accuracy99.8%
Jurisdictions45+
Exhaustive statutory cross-referencing and precedential risk analysis
Precision clause drafting with clause-by-clause audit and redline provenance
Strict attorney-client isolation ensuring zero egress or telemetry retention
Silicon · 09 / 09

Neuro HGI

Next-generation silicon substrate built specifically for frontier intelligence.

09 · Silicon
Heterogeneous Silicon Substrate
Monolithic silicon die2.20 mm physical die
Optical memory waveguide680 TFLOPS · 11.8W
Die dimension2.2 mm
Compute density680 TFLOPS
Thermal budget11.8 W
Monolithic 2.2 mm silicon die with high-density optical memory interconnects
680 TFLOPS FP8 compute capacity packaged within an 11.8W thermal envelope
Direct physical hardware bridge for on-premises sovereign compute clusters
CHIP · HARDWARE FOUNDRY

Neuro HGI Chip.
2.2 mm of neuromorphic certainty.

Scroll to explode the 2.2 mm die into its discrete architectural strata. Zero reliance on gigawatt cloud datacenters for edge cognitive autonomy.

MENTNEO HGI · 2.2MM
SCALE: 2.2 MM × 2.2 MM DIE
DIE FOOTPRINT:2.2 mm × 2.2 mm|EXPLODE: 20%
FABRICATION NODE: SOVEREIGN ADVANCED PACKAGING
MAX POWER: 0.8W PEAK
STATUS: FOUNDRY PROTOTYPING
DOMAINS · SOVEREIGN ARCHITECTURE

Enterprise & Government.
Air-gapped by design.

Mission-critical infrastructure for defense, public sector administration, and sovereign intelligence. Complete on-premise execution with zero telemetry leaks to foreign clouds.

SOVEREIGN ENCLAVE TOPOLOGY · AIR-GAPPED PERIMETER
ISO 27001 · FedRAMP High Ready
EXTERNAL INTAKECitizen InquiriesPublic Sector RecordsEnterprise InvoicesGATECORE 01 · EXTRACTIONDocument IntelligenceAutomatic redaction of PII & secretsCORE 02 · ON-PREM MODELAir-Gapped Mentneo LLMDirect inference on bare-metal racksCORE 03 · CIVIC BOTCitizen Service EngineMultilingual vernacular telephonySECURITY BARRIERHardware Attested EnclaveComplete isolation with zero external transmit
PHYSICAL LAYER: AIR-GAPPED HARDWARE ATTESTEDSTRICT LOCAL PERIMETER CONTROL

Hardware-isolated sovereign execution with strict local perimeter control and verifiable zero-telemetry boundaries.

AI WORKFORCE PLATFORM · WWW.SAADHYAM.COM

Saadhyam.
AI humans that work like employees.

Don't just use AI chatbots. Build your autonomous digital workforce. Create, deploy, and manage AI Humans with assigned business roles, deep workflows, voice capabilities, and continuous 24/7 execution.

Voice AI EmployeeActive Workforce

Sara

Voice Enabled

Voice Calling & Client Onboarding

An AI voice agent that talks and reasons like a person in real time.

CORE OPERATIONAL CAPABILITIES
  • ·Natural conversational cadence & zero robotic latency
  • ·Bilingual fluency across English & regional Indian languages
  • ·Autonomous booking, qualification & CRM updating
POWERED BY SAADHYAMDeploy Employee
Growth & CreativeActive Workforce

Diya

Autonomous Digital Marketing

An always-on marketing workforce for scaling brand visibility.

CORE OPERATIONAL CAPABILITIES
  • ·Automated multi-channel content creation & copywriting
  • ·Real-time SEO keyword tracking & trend monitoring
  • ·Social growth loops and performance analytics synthesis
POWERED BY SAADHYAMDeploy Employee
Research & StrategyActive Workforce

Valmiki

Deep Research & Enterprise Intelligence

Synthesizes complex documents, competitor landscapes, and industry data.

CORE OPERATIONAL CAPABILITIES
  • ·Multi-source intelligence gathering & citation synthesis
  • ·Long-context whitepaper & financial statement breakdown
  • ·Executive briefs generated on daily automated schedules
POWERED BY SAADHYAMDeploy Employee
Operations EngineActive Workforce

Rudra

Operations & Back-Office Automation

Orchestrates multi-step operational tasks across enterprise tools.

CORE OPERATIONAL CAPABILITIES
  • ·Autonomous ERP, database & billing reconciliation
  • ·High-throughput document verification & invoice matching
  • ·Automated incident escalation & status reporting
POWERED BY SAADHYAMDeploy Employee
Legal & ComplianceActive Workforce

Law AI

Legal Assistant & Contract Drafting

Precision legal research, contract review, and compliance intelligence.

CORE OPERATIONAL CAPABILITIES
  • ·Clause-by-clause contract analysis & risk flag detection
  • ·Statutory compliance cross-referencing for Indian laws
  • ·Standard agreement generation customized to company policies
POWERED BY SAADHYAMDeploy Employee
Custom SolutionActive Workforce

Custom AI Human

Voice Enabled

Bespoke Enterprise Digital Employees

Trained on your private datasets, SOPs, and proprietary enterprise software.

CORE OPERATIONAL CAPABILITIES
  • ·Air-gapped on-premise or cloud tenant deployment
  • ·Custom tool execution via authenticated API sandboxes
  • ·Granular role-based access control & full audit trails
POWERED BY SAADHYAMDeploy Employee
PLATFORM: WWW.SAADHYAM.COMMODELS: MENTNEO SOVEREIGN FOUNDATION MODELSDEPLOYMENT: CLOUD HOSTED & ON-PREMISE PRIVATE CLUSTER
CONTACT · THE ENGAGEMENT

Begin deterministic engineering.

Whether you require an air-gapped sovereign model architecture, real-time voice intelligence, or early silicon collaboration on the Neuro HGI die.

MENTNEO