How it works

Five powers. One operating system.

Each ships standalone. Each prepares the next. Together they remember, learn, plan, apply — and tell you what's coming before you have to ask.

Each ships standalone. Each prepares the next.

Memory · the substrate

Remember everything. Without you typing it.

Like a person with perfect recall — every conversation, every promise, every system you touched.

Canon

  • Captures every message, every action, every promise — without forms or data entry.
  • Distills what you keep mentioning into structured intents and goals.
  • Serves the source of truth that every other part of Babel asks first.
01

Overhear, don't interrogate.

Operator messages, customer messages, system events — all recorded as canon. No forms. No data entry.

02

Merge, don't duplicate.

Said the same thing twice in different words? Memory recognizes the match (cosine ≥ 0.85) and merges into one canon entry.

03

Recall, structurally.

Engines query memory by intent, by member, by system, by goal. One read API. No backdoors.

07:43 Memory · recall

You mentioned "fewer no-shows" three times in two weeks — Tuesday at 9am, Friday at the gym, last Sunday. I've built one canonical goal entry. Plan engine is using it now.

Self Learning Engine

Learn the systems before you ask.

Like a new hire who reads the manual on day one — not someone you have to keep explaining things to.

Canon

  • Reads the documentation of every system you use — Stripe, Shopify, Twilio, anything.
  • Maps what each system can do, and which parts you actually use.
  • Notices when those systems change — and relearns the parts that affect you.
01

Read public docs.

Point it at Stripe, Shopify, Twilio. It crawls the docs and builds canon — no manual mapping.

02

Track changes.

Stripe pushed an API change overnight? Self Learning Engine re-learned the bits you actually use — before your morning coffee.

03

Map to your stack.

Only learns the surfaces you actually call. No bloat. No imaginary integrations.

07:43 Self Learning Engine · learn

Stripe pushed an API change at 3am. I re-learned the bits we use. 4 fields moved. Nothing of yours broke. Want the diff?

Self Building Engine

Plan changes before you commit.

Like a chief of staff who drafts the proposal before the meeting — with a dry-run verdict attached.

Canon

  • Drafts a change as a proposal — with a dry-run verdict attached.
  • Reads what your stack can do, so it never proposes something impossible.
  • Waits for your green light. Nothing ships without your nod.
01

Propose.

Ask for a feature in plain language. Self Building Engine sketches a change-pack from your existing systems.

02

Dry-run.

Every plan ships with a verdict — what would break, what wouldn't, what you'd want to know first.

03

Stage.

Plans wait in STAGING. Read them. Tweak them. Approve when ready. Nothing surprises you.

07:46 Self Building Engine · plan

You said you wanted reminder SMSes 24h before class. Change-pack ready: Twilio template + cron + opt-out flow. Dry-run says clean. Apply?

Self Healing Engine

Apply, and bring the receipt.

Like a competent assistant who actually does the thing — and tells you what changed in one sentence.

Canon

  • Executes the change — and brings back a receipt every time.
  • Picks up only what you've already approved. Nothing else ships.
  • Records a rollback handle — every apply is reversible.
01

Execute.

Say go. The change-pack ships. Idempotent — running it twice is safe.

02

Confirm.

Receipt arrives in seconds. What ran. What didn't. What changed. One sentence.

03

Roll back.

Any apply is reversible. The receipt is the rollback handle.

07:47 Apply · receipt

Twilio webhook secret rotated. 2 retries cleared. 47 members will get the reminder tonight.

Imagination

Tell you what's coming before you ask.

Like a partner who briefs you before you walk into the room.

Canon

  • Watches for the things on the horizon — deprecations, churn signals, quotas.
  • Reads everything — full memory, long horizon, every engine's traces.
  • Composes the morning brief — three messages, every day.
01

Watch.

Stripe deprecation notices. Twilio rate limits. Member churn signals. Always on.

02

Forecast.

The thing that breaks next week. The intent you keep dropping. The deadline you didn't set.

03

Brief.

Three buzzes before you wake up. The morning is briefed. You walk in informed.

06:00 Imagination · forecast

Tomorrow morning brief: Stripe deprecating webhook v3 in 14 days (4 of yours affected). Twilio quota at 78%. 3 members about to churn — you've not messaged them in 21 days.

Architecture

One memory. Four engines. One surface.

One process. One memory. Built for ten thousand businesses.

  • Memory is the source of truth. Every engine asks it first.
  • Each business is fully isolated. Bleed-over between tenants is physically impossible.
  • One surface. WhatsApp, email, web, dashboard — all flow through the same place.
  • Built to handle ten thousand businesses on a single deployment.

Pricing

Pick a tier. Grow into the next.

Per business. Billed monthly in Malaysian Ringgit. No setup. No contract. Cancel anytime.

Starter

For the shop that ships alone.

RM299/month

  • 1 operator seat
  • Up to 100 active members
  • Remember + Plan
  • WhatsApp channel
  • Email support
Start trial

Studio

For the operator who sees ahead.

RM1,999/month

  • Unlimited operator seats
  • Up to 2,000 active members
  • + Anticipate (forecasting)
  • All channels + API access
  • White-label option · dedicated support
Talk to us

Beyond 2,000 members?

Enterprise: dedicated infra, custom canon, white-label, SLA. Talk to us →

An active member is a customer who interacted with your business in the last 30 days.

We absorb the AI usage cost — your bill stays predictable. We tier by active members because that's what scales both your value and our cost.

Engines beyond your tier are visible but locked. Upgrade prompts (no surprise bills). Downgrade anytime.

Questions

What people ask.

Is my data safe?

Yes. Each business is fully isolated — no shared memory, no shared anything. Your data is yours. We never train on it.

What happens if my member count exceeds the tier?

You get an upgrade prompt — never a surprise bill. We give you a 14-day grace window to decide.

What systems can it learn?

Anything with public documentation. Pre-trained for Stripe, Shopify, Twilio, Mailchimp, WhatsApp Business API. Point it at any documented API and Self Learning Engine reads the docs and builds canon.

Do I need a developer?

No. Babel speaks plain language. Operator messages it through WhatsApp or web. The "do it" verb is the whole interface.

Can I cancel anytime?

Yes. Monthly billing, no contract. Your canon is exportable on cancel — you keep your business memory.

Why Malaysian Ringgit first?

Built in Malaysia, for Malaysian SMBs first. USD pricing and other currencies coming. You can also pay in USD — talk to us.