Mobeus teléglass
v0.04
LIVE  ·  TRY IT NOW  ·  ONE PANE OF GLASS

All of your data, finally,
a single pane of glass.

Stop hunting it across a dozen systems. Name your role, ask out loud, and watch the answer paint itself — live, in seconds.

The system
167 tables · 68 tools · 7 models
LLM · STT · TTS · VAD · video synthesis · SLM · stable diffusion
Compliance
GDPRCCPASOC 2ISO 27001HIPAA
Role-scoped access · audit trail · in the schema
Global coverage
Americas · EMEI · APAC
Region-pinned · data-resident
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What you just experienced

Microsoft Copilot is a chatbot. This is a platform.

Copilot summarises your emails. Einstein writes your CRM notes. Joule gives you HR policy on demand. None of them know who’s in the room, what their role sees, or what decision they are about to make. The telé does.

Every answer she gave you was drawn from a live star-schema warehouse — 167 tables, 5 conformed hubs, scoped to the exact seat. Not a wrapper on a foundation model. A platform with a declared vocabulary, certified reports, and a semantic data layer your incumbent vendors don't touch.

135
Certified Reports
Deterministic, live
19
Leadership roles
Board to regional MD
~68
MCP tools
Semantic data layer
The ontology
Star schema · 5 conformed hubs · 167 tables
dim_calendar dim_account dim_employee dim_deal dim_geography

Every fact table — pipeline, revenue, talent, delivery, client health — joins through one of these five hubs. A CFO asking about margins and a Regional MD asking about delivery both draw from the same source of truth, scoped to exactly what their role can see. Not personalised. Role-scoped. There is a difference.

Determinism before probability
When the answer matters, it is built — not generated.

135 certified reports, SQL-verified, rendered from live data. The brain composes from a declared vocabulary. When a leader asks about Q3 margins, they get the number — not a confident approximation of it.

From the guess to the verified answer

When it matters, it’s built. Not generated.

Every AI demo you have ever seen guesses. You just watched one that doesn’t. Here is the line every answer falls on — and exactly where the telé sits.

Chatbot guess Confident paraphrase Grounded retrieval Certified report
the teléglass
You are here the answer you just got
Probabilistic
guesses · paraphrases · hallucinates
Copilot, Einstein, a raw chatbot live here.
Deterministic
built · SQL-verified · role-scoped
The telé lives here, provably.
Ad-hoc briefings
Any question, composed on the spot — from a declared vocabulary of cards and layouts.
135
Certified reports
Built, SQL-verified, rendered from live data — the same number every time.

Even our improvisation is built from a declared vocabulary — so the off-menu answer lands on the right of the line too.

Floor, not ceiling

Your warehouse is the floor. Not the ceiling.

The same verified voice that paints your margin from the warehouse also reaches across your CRM, ERP, service desk, HR and finance — and past them, into the live world. One reach. One standard. No migration.

the teléglass Salesforce · CRM SAP · ERP ServiceNow · ITSM Workday · HR Finance Web search Fresh news Calendar Slack Markets Email

Internal systems on solid links · the live world via the open MCP standard · deploy once, own the capability.

The ecosystem

Any model. Any platform. Zero lock-in.

Your Salesforce contract, your OpenAI agreement, your Workday data — this platform sits across them, not inside any one of them. Swap the brain without touching the glass. Add a system without rebuilding the experience.

The voice stack  ·  you choose every layer  ·  swap without friction  ·  own the contract
Brain
LLM
OpenAI GPT-4.1GPT-4oGPT-5 Anthropic Claude 4Google Gemini 2.5 ProGemini 3 Pro xAI Grok 4.20DeepSeek V3Kimi K2 MistralMeta LlamaGroqTogether AI CerebrasFireworksOllamaAmazon Bedrock Azure OpenAIOpenRouterPerplexity
Voice
TTS
Cartesia sonic-3.5ElevenLabs v3Deepgram Aura-2 Rime arcanaxAI TTSInworld TTS-2 LMNTMurf AINeuphonicHume Resemble AIPlayHTMiniMaxSpeechify OpenAI TTSAzure SpeechAmazon PollyGoogle Cloud TTS
Ears
STT
Deepgram Nova-3 · 45 langElevenLabs Scribe · 190 lang Speechmatics · 61 langCartesia Ink Whisper · 100 lang AssemblyAI Universal-3 ProxAI STT · 25 lang OpenAI WhisperGoogle STTAzure Speech GladiaAmazon TranscribeSonioxNvidia Riva
Manners
VAD
Silero VAD · <1ms per chunkCobra VAD · Picovoice WebRTC VAD · GoogleLiveKit Turn Detection · transformerTEN-VAD
Face
Avatar
TavusAnamD-ID SimliHeyGenBeyond Presence bitHumanRunwayLemonSliceTruGenLiveAvatar
Infrastructure — powered by LiveKit
<250ms
Media latency
99.99%
Uptime SLA
3
Regions
US East VIRGINIA EU Central FRANKFURT AP South MUMBAI
WebRTC
Transport
Region pinning
Data residency
Business platforms
Hundreds of integrations
SalesforceHubSpotSAP ServiceNowOdooWorkday Oracle FusionNetSuiteJira ShopifySnowflakeDatabricks
Every system your enterprise already runs — connected at the semantic layer, not scraped at the surface
Productivity & communications apps
Hundreds of app calls
Microsoft 365Google WorkspaceSlack AsanaAtlassianZoom TeamsOneDriveGmail CalendarDriveOutlook
Native OAuth — no brittle middleware, no third party owning the data handshake
Domain knowledge bases
Thousands of knowledge bases
HIPAAGDPRCCPA Sales ExcellenceAdult Learning Science SOX · ISO 27001Clinical Guidelines Financial RegulationsProduct Manuals Legal & Contracts+ thousands more
Your IP, your methodology, your compliance frameworks — loaded once, available in every conversation your platform has
Live data & real-world reach — via MCP
Thousands of MCP servers
BloombergGoogle NewsLive Flight Status Live Sports ScoresLive TrafficReuters WeatherYahoo FinanceSEC Filings FDA DataLinkedIn+ thousands more
MCP is an open standard. Any compliant server extends your platform's reach — deploy once, extend forever, own the capability
Data warehouses & databases
Six leading data platforms
SAP HANA Snowflake Databricks Amazon Redshift Google BigQuery Azure Synapse
Your data stays where it is. The telé queries it in place — star schema, lakehouse, or columnar warehouse. No migration, no copy, no lock-in.
Cloud & deployment

Any cloud. Any formation.

Azure, AWS, or GCP. Your own data centre. Pure SaaS, dedicated, or fully isolated. The telé runs wherever your data lives and wherever your compliance posture demands.

EC2 · EKS · Lambda · Bedrock · all regions
AKS · Azure OpenAI · Cognitive Services · all regions
GKE · Vertex AI · Gemini APIs · all regions
OKE · Oracle AI · Autonomous Database · all regions
Air-gapped · sovereign cloud · your own hardware
Amazon AWS Microsoft AZURE Google GCP Oracle OCI Private ON-PREM THE PLATFORM
Pure SaaS
Shared cloud. Instant start.

The fastest path from decision to production. Multi-tenant, fully managed, automatic updates. Pay by the minute — no capacity planning, no ops overhead.

  • Live in hours, not quarters
  • Usage-based billing
  • Automatic version updates
  • Ideal for PoC and initial rollout
Isolated SaaS
Your cloud. Your data. Your rules.

Fully deployed into your VPC, your Azure subscription, or your GCP project. We deploy, you own the infrastructure. No shared control plane. Air-gappable. Sovereign-cloud ready.

  • Runs in your cloud account
  • No shared control plane
  • Air-gap and sovereign options
  • Regulated industries & government
3 hours · 3 days · 3 weeks

Three hours. Three days. Three weeks.

The incumbents need a discovery phase before they start discovery. We put something real in front of your stakeholders in a morning — and production-ready in the time it takes to approve an SOW.

Prototype
3 hours
A platform you can talk to

Your use case, your content, your branding — configured and running. Not a slide deck about what it could do. Something your leadership can actually ask a question of.

Proof of concept
3 days
A board-ready business case

Scoped to your highest-value use case. A working platform, a quantified business case, a deployment plan. Everything you need to walk into the boardroom with conviction.

Production
3 weeks
Live. Measured. Expandable.

Real data, real users, a measurable outcome you can point to. Not a pilot that lingers. A production system with a number on it and a roadmap behind it.

The economics

Not incremental efficiency. An order of magnitude.

07 — The economics of the platform
Every deployment returns 10x in two years and 100x in five. Not a target. A floor.

The mechanism is structural, not aspirational. A voice intelligence platform compresses expert time, eliminates the deck-to-decision cycle, and deploys your best people and best content simultaneously across every conversation in the organisation. That is not an efficiency gain. That is a different curve entirely. Take the dataset under this very platform: Momentum Group, a 3,269-person professional services firm with 19 leadership seats. At six hours per week of briefing preparation, those leaders recover approximately 5,900 hours in year one — before the second-order gains from faster decisions. Full ROI model and deployment assumptions available on request.

10× ROI
over 1–2 years
100× ROI
over 3–5 years
10× 100× Year 1–2 Year 3–5 Today
The companion family

The C-suite was the first floor.

The same platform, the same architecture, the same three firms — trained on a different vantage, pointed at every layer of the organisation that makes a consequential decision.

Live now
The Leadership Companion Intelligence

Nineteen roles — board through regional MD — each with a scoped view of one source of truth. 135 certified reports. Unlimited ad-hoc briefings. The telé has no memory of your last chatbot — or your last vendor.

Roadmap Q3 2026 — early access open
The Management Companion Intelligence

The managers who own the number, the headcount, and the week. Same glass, their vantage, their decisions. The C-suite gets clarity. The management layer gets agency. Neither waits for a dashboard refresh.

Roadmap Q4 2026 — design partner programme open
The Sales Companion Intelligence

Every rep with the same answer your best rep would give — live deal intelligence, competitive context, methodology coaching in the language your firm actually uses. Not a CRM summary. A thinking partner with a pipeline view.

We call it agentic osmosis — the quality of your best people's thinking, diffusing through every layer of the organisation that acts on it.

Who builds this

Three firms. One joint capability no single firm could field alone.

A leadership intelligence platform needs three things in equal measure: a platform that is genuinely built for the problem, a delivery organisation that can make it real inside a complex enterprise, and a conversational AI spine that already performs at the scale your ambition requires. We assembled exactly that.

The platform
Mobeus teléglass

A regenerating user interface — the screen composes itself around each question and answers live, not a dashboard to navigate. It fills the AI stack's largest gap, adoption: the models got smart, but the people never showed up, so the ROI stayed on the slide. Give AI an interface a leader will actually use, and the return finally lands. The UI for AI.

The enterprise delivery layer
Thoughtworks

10,000 engineers. 45 offices. 30 years of enterprise delivery. The firm that has implemented more complex systems inside more complex organisations than any comparator. Thoughtworks AI Works turns a live demo into a live deployment — data pipelines, integrations, change management, and the rollout that makes the ROI real, not projected.

The conversational strategy
Teneo

Gartner-recognised as the world's leading enterprise conversational AI platform. Teneo powers enterprise voice at a scale and accuracy incumbents cannot match — every channel, every language, every edge case that a million production conversations eventually finds. The voice your telé uses is not new to enterprise. It is the one enterprise already trusts at scale.

We built this together because the leaders we serve do not have time to integrate three vendors. They have time for one conversation — and that is exactly what we give them.

Platform principles

Your model. Your data. Your IP. Your platform.

Every enterprise AI vendor will tell you they are open. Read the contract. We built the architecture so the openness is structural — not a feature they can deprecate in a roadmap update.

BYOM · Bring Your Own Model
The brain is swappable. The glass is yours.

Run on Claude, GPT-4o, Gemini, Llama — or whatever model wins the next benchmark. Your contract with Anthropic or OpenAI, your cost structure. When the model landscape shifts — and it will — you move in a configuration change, not a replatform.

Determinism before probability
The answer is built. Not generated. Not approximated.

Every certified report is SQL-verified and pre-built. The brain composes from a declared vocabulary of cards and layouts. A leader asking about Q3 margins gets the number — not a confident paraphrase of what the number might be.

Your engineering team brings their own toolchain — no vendor PS gate
Claude
Anthropic
Codex
OpenAI
Cursor
Cursor
Replit
Replit
Lovable
Lovable
Windsurf
Codeium
Compliance & security

Built for the regulated enterprise.
Not retrofitted for it.

GDPR, CCPA, consent management, right to erasure, data residency, role-scoped access — structural decisions baked into the schema, not compliance checkbox features bolted on after the fact.

GDPR
Articles 7 · 16 · 17 · 20 — by design

Consent required before any memory is written (Art. 7). Name rectification via set_attribute (Art. 16). Right to erasure confirmed by email, with an audit record that outlives the deleted data (Art. 17). Data portability on demand via the /customer/export endpoint (Art. 20).

CCPA
California consumer privacy rights, enforced at the schema layer

Right to know, right to delete, right to opt out of sale — all exercisable through the same erasure and export endpoints that serve GDPR. No separate CCPA code path required. A single compliance architecture serves both regimes.

Consent
Per-session, per-type, revocable at any moment

Three explicit consent types: memory_retention, transcript_storage, llm_summarization. The platform cannot write a memory without an active grant. Revocable by voice or API. Each grant and each revocation is time-stamped and stored.

Encryption
TLS in transit. Encrypted at rest. No plaintext customer data in API responses.

All connections over TLS 1.2+. Customer data encrypted at rest in Postgres. RBAC scoping means a role sees only the rows it is entitled to — enforced at the query layer inside identify_as on the MCP server, never on the client.

Audit trail
Erasure logs outlive the data they describe

Every erasure event — user request, automatic retention purge, or telé offboard — writes to platform.erasure_log with timestamp, trigger, and outcome. This record persists under GDPR Art. 17(3)(b). Your compliance officer can audit every deletion event, even after the data is gone.

Retention & RBAC
Configurable retention. Role-based access enforced server-side.

Default: 30-day transcript retention, 365-day session retention — configurable per telé deployment. Auto-purge runs nightly. RBAC is enforced inside identify_as on the data MCP — not client-side, not forgeable. A seat sees exactly what its role permits. Nothing more.

The invitation

You have a client who needs to see this.
Let’s build their version.

The platform above is live — Momentum Group, a telé in production, 135 certified reports, a real star schema behind every answer. Go back. Try a different role. Ask about pipeline, margins, talent attrition, competitive position. Push it.

When you are ready to talk about a client — their systems, their leadership team, their use case — reach out. In three hours we will have something they can talk to. In three days we will have a business case they can take to the board. That is not a promise. It is the 3/3/3 model working exactly as designed.

Prefer email? Reach the team

Catherine takes your name and email by voice and paints the confirmation on the glass — no spam, one human follow-up. Three hours to a prototype. Three days to a business case. Three weeks to production.