Sovergence

TOVI AI

Intelligence That Answers to Your Team

Technology Oriented Virtual Intelligence

TOVI is the AI inside Critical Bridge. It explains, summarizes and drafts, so your engineers and bid teams move faster. It is built to amplify professional judgment and is structurally prevented from replacing it.

Book a walkthrough

At a glance

Answers from approved sources only

Platform documentation and your own recorded data. If it doesn't know, it says so.

Never creates, approves or releases

Everything TOVI touches waits for a human to accept it.

Never produces the numbers

Scores, severities, quantities and prices come from deterministic engines.

Every paragraph traceable

The sources, versions, model and time behind each draft are recorded.

What TOVI is

A guide and a narrative writer

TOVI does two jobs. As a guide, it answers questions about the platform: how something works, where a screen is, what a field means, what the next step on an engagement is. As a narrative writer, it turns what your team and the platform have already established into clear prose.

It answers from two sources only:

  • The Critical Bridge documentation set, retrieved by matching your question and the screen you are on.
  • Your organization's recorded data, scoped exactly as your account is scoped.

How it works

Every draft passes human review

TOVI drafts. Humans decide. Engines calculate.

  1. Approved sources

    • Platform documentation
    • Your recorded data
    • Versioned references
    • Approved answers
  2. TOVI drafts

    • Explains, summarizes and writes narrative
    • Same access as the signed-in user
  3. Review required

    • Labeled AI-generated
    • Held until a human accepts, edits or rejects it
  4. Approve and release

    • Humans only, through the review and approval workflow

Deterministic engines

Every number, score, severity and finding comes from here

Figure 1. TOVI drafts from approved sources. Deterministic engines supply every number. Nothing TOVI writes is approved or released without human review.

Where TOVI works

Across the platform, with the same boundaries

Platform guide

What TOVI does

Explains features, fields, states and workflows from the documentation

What stays with engines and humans

Nothing changes. TOVI only reads and explains

RFP response

What TOVI does

Drafts answers from recorded facts, the company profile and approved library answers. Polishes a human's draft on request

What stays with engines and humans

TOVI never claims a capability your company hasn't recorded. A human accepts every answer

Go/No-Go

What TOVI does

Adds a short advisory note, clearly labeled as advisory

What stays with engines and humans

Scores and the recommendation come from the scoring engine. The decision is the committee's

Pricing

What TOVI does

May suggest a pricebook line item for a requirement

What stays with engines and humans

TOVI never sets a price or finalizes a line. An engineer accepts, edits or overrides

Discovery and assessment

What TOVI does

Summarizes complex discovery information, flags missing or conflicting data, explains calculations

What stays with engines and humans

Maturity scores, gaps and threat findings come from the rules engine

Compliance and policy

What TOVI does

Writes policy prose from the answers recorded in a policy interview. Drafts narrative over completed results

What stays with engines and humans

Obligations, thresholds and evidence judgments come from the compliance engine and approved references

Reports

What TOVI does

Narrates the findings in a report

What stays with engines and humans

TOVI narrates. It does not conclude

Guardrails

What TOVI may do, and what it may never do

TOVI may

  • Explain any feature, field, state or workflow
  • Summarize complex discovery information
  • Point out missing or conflicting recorded information
  • Draft findings narrative over findings the engine already produced
  • Explain calculations and technical trade-offs in words
  • Draft customer-facing narrative from approved sources
  • Write policy prose from recorded interview answers
  • Map recorded information to approved, versioned reference material

TOVI may never

  • Create, edit, delete or approve any data
  • Alter customer-supplied facts
  • Invent findings, severities, products, SKUs, versions, quantities or prices
  • Invent a compliance obligation, threshold, tool or date
  • Replace a deterministic calculation
  • Approve or release its own output
  • Bypass an authorization or governance control
  • Present general training data as current technical authority

Access

TOVI sees only what you can see

TOVI reads through the same row-level security as the signed-in user, with no privileged or bypass path. Its answers follow the same role-based access as the rest of the platform. It will not show engagement content to a Master Reseller, or internal draft content to a Customer, even when asked directly.

Traceability

You can always tell what produced a paragraph

Recorded with every generated narrativeWhy it matters
Reference set usedShows which approved sources the draft drew on
Rule-set versionTies the narrative to the exact calculations behind it
Instruction version and modelShows how the draft was generated
Source snapshot and timeLets anyone reproduce or audit the draft later
Human review decisionShows who accepted, edited or rejected it

Approved, versioned references (law, regulation, customer policy, frameworks, manufacturer documentation) always take precedence over any unsupported generated statement.

Data handling

Your data stays yours

  • No training on your data. Customer content is never used to train or fine-tune models.
  • Server-side only. TOVI runs on commercial large language models, reached from the server through a managed gateway. Only the content a task needs is sent. Model providers are listed at sovergence.com/subprocessors.
  • Labeled and acknowledged. TOVI-drafted content is labeled, and releasing or exporting it requires the user to confirm they reviewed it.

By design

What TOVI deliberately won't do

No automated bills of materials. TOVI cannot generate a bill of materials, and neither can the platform. This stays unavailable until a validated product catalog with SKUs, licensing, dependencies and sizing rules exists. Asked for one, TOVI says it is intentionally not available.

See TOVI at work

Book a live walkthrough of TOVI on a real solicitation or assessment. sales@sovergence.com · 469 482 0010.