Platform
What exactly is Mako Engine?
An intelligence layer that sits between your systems and your customers, and decides what should happen next.
Not a CRM. Not a chatbot. The part your software has never had: something that understands the conversation well enough to act on it, inside limits you set.
Conversation intelligence
It works out the situation before it writes a word.
A reply is the last step, not the first. Before Mako says anything it establishes what is going on.
What is happening
The situation this conversation is actually in, not just the text of the last message.
What they mean
Intent behind the words, including when someone is hesitating rather than objecting.
What is known
Everything your system already holds about this person, pushed on every turn.
What is missing
The gap between what is known and what the next step actually requires.
Who should handle it
Which specialist fits this moment — or whether a person needs to.
What is allowed
Whether Mako may act at all, before it produces anything to act with.
Stateful workflow
It tracks where the deal is, not just what was said.
Mako runs structured progression rather than free-form chat. Each stage knows what it needs before anything can move forward, and who is allowed to move it.
Mako can advance it
Once the information that stage genuinely requires is present — not because the conversation felt positive.
A person must advance it
Mako gathers and summarises; the decision stays with your team.
An outside party decides
A lender or third-party outcome. Mako must never invent one, and structurally cannot record one.
It cannot talk its way past a required step
Identity and job
Who am I, and what am I doing?
Two separate questions. Keeping them separate is what lets one business run many different campaigns without rewriting its voice each time.
Turn context
This customer, this thread, this stage, this message.
Pushed per turn
The job
New lead response, appointment setting, document collection, re-engagement, recruiting — the objective for this conversation.
Set per campaign
Business identity
Your name, voice, locations, contacts, products, policies, escalation paths and operating rules.
Yours to define and change
Universal engine
Conversation psychology, compliance screening, integrity checks, the state machine.
Same for everyone. Not editable from settings.
Memory and knowledge
Structured understanding, not 'the AI remembers everything'.
Mako turns conversations into structured state that persists across turns and can be handed back to your systems. That is a different and more useful claim than perfect recall.
Extraction
AvailableFacts a customer gives you in passing — a timeline, a constraint, a correction to something you had wrong — become structured fields rather than text nobody re-reads.
Conversation state
AvailableWhat has been asked, what has been answered, what was promised and by whom. Carried forward so nobody re-asks a question the customer already answered.
The right knowledge at the right time
AvailableCompany, product, policy and objection knowledge is retrieved for the moment it is relevant, rather than every fact being crammed into every conversation.
Objection handling
AvailableA curated library of real objections and responses, searched by meaning — so the match is what the customer meant, not the words they happened to use.
Output
What comes back is structure, not just a sentence.
Your CRM gets something it can act on and store, which is the actual point of an intelligence layer.
A reply
Written in your voice, for this moment.
Extracted facts
With confidence, so low-certainty guesses can be ignored.
Conversation state
Where this now sits.
Next best action
What should happen, and by whom.
Tasks
Real work items, not log lines.
Alerts
Including a handover when a person is needed.
Learning
It improves under governance.
Improvement and safety are separate systems on purpose, so one can move without the other moving at all.
Your team's corrections
AvailableWhen someone rewrites a draft before sending, that correction is captured as a worked example for your account.
Turns are evaluated
AvailableConversations are scored and outcomes tracked, so what improves is measured rather than asserted.
Safety is out of reach
AvailableThe learning loop has no path to compliance rules or authority settings. It cannot loosen what it is not permitted to touch.
What Mako does not claim: unattended self-improvement. Changes to how it behaves are governed, not emergent.
Honesty
If a customer asks whether it is AI, it says yes.
No pretending to be a person
Knowing when not to chase
AvailableThe conversation layer is as much about restraint as persuasion — slowing down, backing off, and handing over. A system that only knows how to push is a liability on your own phone number.
Your CRM already knows who the customer is.
Mako helps it know what to do next.