Built for business outcomes

Marketing metrics are not the goal. Growth is.

Viralitea is designed to connect campaign decisions to the commercial result that matters.

CTR
CPC
Lead
Qualified lead
Customer
Revenue
Profit

Why not ChatGPT? Why not an agency?

A chat window answers. A retainer bills. Viralitea operates.

CapabilityChatGPTA chat windowAn agencyHours on a retainerViraliteaAn operating loop
Watches the accountOnly when you askCheck-ins on a scheduleContinuous agent runs
Knows your numbersYou paste them inPeriodic reportingReads spend, ROAS, CAC live
Acts on findingsEnds at adviceHuman turnaround timeGuardrailed execution
Remembers outcomesForgets your accountLives in someone's headWritten to memory, measured
Explains every decisionNo record keptOn requestAppend-only audit trail
Works around the clockWaits for a promptBusiness hoursAlways on the account
What it costsYour hours, foreverA retainer, forever$5,000 once, first 100

Viralitea is leverage for teams and agencies. Human expertise sets direction while AI execution and intelligence make the operating rhythm continuous.

Guardrails & autonomy

Autonomy you dial in, not autonomy you hope for.

Every account sets its own level. Nothing reaches an ad platform without clearing policy and risk first.

  1. 0Level

    Observe only

    Watches and reports. Changes nothing.

  2. 1Level

    Recommend

    Proposes actions for a human to carry out.

  3. 2Level

    Recommend + approval

    Prepares the action and waits for explicit sign-off.

  4. 3Level

    Guarded autonomy

    Executes low-risk actions alone; escalates the rest.

  5. 4Level

    Full autonomy

    Runs unattended within the guardrails set for the account.

Guardrail engine

Policies, evaluated in code

Financial
Maximum daily spend, maximum budget change, scaling percentage, account exposure.
Campaign
Permitted channels, countries and audiences; prohibited actions.
Creative
Prohibited claims, brand rules, compliance and platform policies.
Autonomy
Which actions run automatically, which need approval, which need an administrator.

Actions it may take

  • Update budget
  • Pause entity
  • Resume entity
  • Create experiment

Anything outside that list is rejected before it runs, and the refusal is written to the audit trail with the rule that blocked it.

Risk engine

Scored before it runs

Seven signals are weighed on every proposed action, before anything reaches an ad platform.

  • Financial risk
  • Performance risk
  • Compliance risk
  • Brand risk
  • Technical risk
  • Confidence
  • Reversibility
Low
Medium
High
Critical
Requires human approval

What raises the level

  • Budget delta over ₹20,000Critical
  • Budget delta over ₹5,000High
  • Budget more than doublesHigh
  • Action cannot be reversedHigh
  • Confidence below 0.50High
  • Budget delta over ₹1,000Medium
  • Confidence below 0.75Medium
  • Action pauses deliveryMedium

Audit trail

Every action, on the record

Not a log line. A record you can hand to a client: what changed, on what evidence, and what it actually did to the numbers.

ACTION #BIR-10492Autonomous

The action

Increase Campaign 12 budget

by Birbal

₹20,000/day₹24,000/day

Why it was taken

Reason
ROAS 4.8×
Evidence
Last 72 hours
Confidence
0.93
Risk
Low

What came of it

Result

ROAS 4.5×

Learning

Scaling maintained profitability

Rollback is supported wherever it is technically possible.

Viral memory

The account intelligence is the moat.

The model is not the advantage. What compounds is everything the system has tried on your account, what it learned, and what it now refuses to repeat.

  • Brand

    Identity, tone, colours, claims, prohibited claims, positioning, offers.

  • Customer

    ICP, personas, pain points, objections, customer language.

  • Creative

    Winning hooks, formats, visuals, CTAs, scripts, losing patterns.

  • Performance

    Campaigns, budgets, ROAS, CAC, CPA, winners, losers.

  • Experiment

    Hypothesis, test, result, confidence, conclusion.

  • Competitor

    Competitors, campaigns, creative patterns, offers, pricing, positioning.

  • Decision

    Observation, decision, reason, evidence, confidence, action, outcome, learning.

Learning engine

Every outcome updates a belief

Nothing is filed away as a raw number. Each result is judged, turned into a statement the account holds to be true, and weighted so recent evidence counts for more.

  1. Action

    Something is executed on the account.

  2. Result

    The outcome is measured against what was expected.

  3. Evaluate

    Was it the action that moved the number, or noise?

  4. Learning

    A statement the account now holds to be true.

  5. Memory

    Written with its evidence and a confidence score.

  6. Update belief

    Weighted for recency, decayed over time.

  7. And the next action starts from what it now believes.

What it stops

Failed experiments are not repeated unless new evidence justifies them.

Isolation

Account-specific by construction

Memory is scoped per account and isolated between clients. One advertiser’s learnings never leak into another’s, and that is a property of the schema, not a rule people are asked to remember.

  • Scoped at the data layer

    Every record carries its workspace, and the filter is applied where queries are built, not left to whoever writes the next one.

  • Cross-account reads return nothing

    Not a filtered list, not a partial result. There is a test that fails the build if that ever changes.

  • Other workspaces 404, not 403

    Asking for an account you cannot see is answered as though it does not exist, so its existence is never disclosed.

  • Recall stays inside the account

    Semantic search runs over one account's memory only. No cross-account learning in the MVP, by design.

Who is this for?

Built for teams with something measurable to grow.

Viralitea is for companies with consistent digital acquisition and the data to learn from it.

Viralitea is for

  • +Companies spending consistently on digital marketing
  • +Businesses with measurable acquisition goals
  • +D2C brands
  • +Real estate companies
  • +Education companies
  • +Healthcare
  • +Hospitality
  • +Agencies and growth teams

Not ideal for

  • -Companies with no measurable marketing activity
  • -Businesses without digital acquisition
  • -Companies unwilling to provide relevant data or access

Business problems, not industry labels

Where the workforce earns its keep.

Book a Pilot

D2C

Rising acquisition costs and too many creative variants.

Viralitea: Chitra + Chitrakar + Drishti + Kuber

Designed to: Find the creative and audience combinations that create profitable demand.

Real estate

High CPL and poor lead quality.

Viralitea: Manas + Sutradhar + Birbal + Karm

Designed to: Optimize toward qualified buyers instead of raw leads.

Education

Seasonal demand and inconsistent enrollment quality.

Viralitea: Chanakya + Manas + Vichar + Pariksha

Designed to: Turn changing demand signals into measurable enrollment experiments.

Healthcare

Growth must respect trust, compliance and patient intent.

Viralitea: Sutradhar + Vastu + Birbal

Designed to: Improve acquisition while keeping decisions inside agreed guardrails.

Hospitality

Demand shifts quickly across locations and seasons.

Viralitea: Chanakya + Janak + Kuber + Bhavishya

Designed to: Move attention and budget toward the demand most likely to convert.

Agencies

Expert strategists lose time to repetitive account operations.

Viralitea: Birbal + Vaani + Senapati + Vakya

Designed to: Multiply strategic capacity with accountable AI execution.

Don't take our word for it.
Give Birbal a goal.

We'll show you what Viralitea finds, what it recommends and what it can automate.

BOOK A PILOT →Talk to the Founder →
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