Edweisser · Intelligence for financial services · Mitochondria
Edweisser · Intelligence for financial services

Edweisser handles your client conversations. The advice stays with your advisers.

It answers product and account questions, captures grievances, and books meetings, at any volume and in the client's own language. Every interaction is logged and auditable. It runs in your own cloud environment, in the region you choose. Built for asset managers, banks, lenders and advisers.

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Edweisser within the line
Hello. I can help with your account, our products, or a question you are working through. What do you need?
मासिक निवेश योजना कैसे काम करती है?
Happy to explain, in Hindi or English. A monthly plan invests a set amount on a fixed date, so the holding builds gradually rather than in one go. Want me to walk through the basics?
Reads Hindi · describes, never advises
0:07
Got your voice note, thank you. I've logged the failed payment and will arrange a callback from the right team. Can you confirm your account reference?
On the record · grievance logged, callback set
Reply
Indicative interface
Built for
Asset managers, banks, lenders, wealth and advisory firms.
Runs on your terms
In your own cloud, the region you choose. Your data stays in your systems.
Reach
India, the EU and the UK.

Capacity, without losing control.

Edweisser clears the routine client work that ties up your team, and keeps the firm in control of every conversation while it does. Four things change.

Capacity
The routine volume, cleared.
Account questions, product queries, status checks and grievances handled in full, at any hour and any volume. Your team takes only the cases that need a person, and headcount stops setting the ceiling on the service you can offer.
Control
The whole lifecycle, on the record.
Every interaction is logged with the reasoning behind it, indexed and auditable. You can see how clients are being answered across onboarding, service and complaints, and the record is yours.
Consistency
The same answer, every time.
It answers from the firm's documented positions, in the firm's voice. The same question gets the same reply, with nothing off-message, however high the volume climbs.
Containment
Safe to put in front of clients.
It describes and facilitates, and stops where advice begins. Consequential cases go to a person. That boundary is what makes a conversational system usable in a regulated firm at all.

Up to the line, and no further.

Financial services separates informing from advising. Edweisser does the informing, the explaining, the capturing and the booking. The moment a case needs advice or a consequential decision, it hands to a person with the full context.

THE CLIENT EDWEISSER · ON THE RECORD YOUR ADVISERS THE REGULATOR'S LINE A QUESTION Any channel, any language, even a typo or a single word. A GRIEVANCE Frustrated, sometimes abusive. A REQUEST TO ACT Wants a person, or a meeting booked. EDWEISSER describes · facilitates · logs Answer, grounded Grievance captured, callback arranged Meeting booked, summary emailed YOUR ADVISERS Advice and recommendations Suitability judgements Consequential decisions escalates, with context
The client
A questionAny channel, any language, even a typo or a single word.
A grievanceFrustrated, sometimes abusive.
A request to actWants a person, or a meeting booked.
Edweisser, on the record
Describes · facilitates · logs
Answer, grounded
Grievance capturedCallback arranged.
Meeting bookedSummary emailed.
Across the regulator's line · your advisers
Escalated, with contextAdvice, suitability judgements and consequential decisions stay with the qualified person who owns them.

It describes a holding, explains a product, captures a grievance and books a meeting, and logs all of it. Advice, suitability and any consequential decision cross to a person, with the conversation and a next step attached. The boundary is the point. It is what lets a regulated firm put the system in front of clients.

It understands the goal.

Edweisser reads the goal in what the client says, works out the horizon and the risk that goal implies, and answers against that. No fixed script, and no product put in front of someone who has not asked for one.

ClientI want to buy a car in a couple of years.
EdweisserGot it. A two-year goal usually points to steadier, lower-risk options. Want me to walk through how those work and what to weigh up?
ClientI want high returns but low risk.
EdweisserThose two usually pull against each other, so worth being clear up front. Higher returns tend to come with bigger swings. I can show you how that trade-off looks over a couple of years. Shall I?
Understood in this conversation
GoalCar purchase stated
TimelineAbout two years stated
Typically suitsLower-risk options general
Client also saidHigh return, low risk stated
Products shownNone, not asked

No standard intake. Edweisser works from what the client says in the conversation itself. It reads the goal, explains what that kind of goal generally calls for, and does not build or store a client profile. Nothing is pushed unless the client asks, and any recommendation stays with an adviser.

A colleague for the desk.

Edweisser is a multi-agent system, not a single chatbot. Specialised agents work to one mandate, each with a defined job, coordinated so the conversation stays coherent, in memory and on the record. Seven of them arrive on day one.

01 · Understands
Reads what the client means.
It handles an ambiguous opener, a typo or a single word, and holds the thread across the conversation instead of restarting at every turn.
02 · Describes
Informs, and stops where advice begins.
It explains a product, describes a holding and presents performance. It informs and facilitates; it does not recommend or predict.
03 · Speaks their language
In the client's own language.
It answers in the client's language and switches mid-conversation as they do, across English, European and South Asian languages, by voice or by text.
04 · Handles grievances
Heard, even when it gets heated.
It recognises a complaint, stays calm under abuse, captures the detail and the contact, and sets a callback. The matter is logged.
05 · Books the meeting
Interest, carried to a person.
It qualifies the request, books the slot and emails the summary, so your adviser arrives briefed rather than cold.
06 · Holds the firm's voice
The firm's voice, not a generic one.
It speaks in the firm's register, declines personal questions about your team, and refuses competitor comparisons.
07 · Knows when to escalate
The cases a person must take, routed at once.
Fraud, large or failed transactions, compliance boundaries, a client in distress: these go to a person at once, with the full context. Everything is logged with the reasoning, so the account of what happened is always there to read. Where it does not know, it says so and offers a person rather than guessing.

One system, end to end.

Edweisser runs the entire client lifecycle, so the firm holds one view and one standard across it.

Stage 01
Engagement and onboarding
KYC, status and the first product and account questions, answered at once and handed over as a clean record.
Stage 02
Portfolio, accounts and transactions
Account and portfolio queries, fund and performance explanations, and help completing a transaction the client has chosen. It facilitates, and stops where advice begins.
Stage 03
Grievances and service
Recognises the complaint, captures the detail, escalates what needs a person, clears the rest without the wait. All logged.
Stage 04
Meetings and action
Qualifies the request, books the meeting, emails the summary, so your adviser walks in briefed rather than cold.
Also for independent distributors

The same discipline, at a smaller scale.

For mutual fund distributors and advisers, Edweisser runs client conversations, account and portfolio queries, and transaction support on the channels clients already use, including WhatsApp, under the same line between informing and advising.

Every conversation, on the record.

Each conversation settles into a structured record the firm owns, and can read back.

CONVERSATIONS THE RECORD logged · timestamped · auditable
Conversations
Questions, grievances and requests, in any language.
The record · logged, timestamped, auditable
DecisionWhat the system did.
ReasoningWhy it acted.
EscalationWhen a person was brought in.

Each conversation Edweisser handles settles into the record: the decision, the reasoning behind it, and the point a person was brought in, with a timestamp and attribution. The conversation itself is processed transiently and not retained. What stays is an audit trail.

Runs where you need it.

Edweisser is built for firms that cannot let client data leave their control. The deployment and the data handling are settled before anything goes live.

Deployment
Inside your own cloud.
It runs in your own cloud environment, in the region you choose, and interfaces with your systems through APIs. Your systems stay the source of truth.
Data handling
Processed in the moment, not stored.
Conversations are processed transiently and not retained by us. They are encrypted in transit, and at rest wherever anything is stored. No client data trains or fine-tunes a model.
The record
An audit trail, by design.
What persists is the audit trail: the decisions, the reasoning and the escalations, with timestamps and attribution. The scope and retention are set in your Order Form.
Certification
ISO 27001, and a DPA that holds.
Mitochondria is ISO 27001:2022 certified, with independent vulnerability and penetration testing. The terms sit in a DPA aligned with GDPR, UK GDPR and DPDP, access by role, kill switch on request.

Worth asking.

Why Edweisser rather than a general AI assistant?

It is a governed multi-agent system, built for the desk.

A general model retrieves and answers from one prompt. Edweisser is a coordinated set of specialised agents that runs the client conversation inside a regulatory boundary, holds context in memory, captures grievances, books meetings, logs everything with its reasoning, and hands consequential cases to a person. It is engineered for regulated client work, not open chat.

Where does it run, and where does our data sit?

In your own cloud.

It runs in your own cloud environment, in the region you choose, and interfaces with your systems through APIs. Conversations are processed transiently and not retained by us, encrypted in transit and at rest wherever stored, and no client data trains a model. Mitochondria is ISO 27001:2022 certified, with a DPA aligned to GDPR, UK GDPR and DPDP.

Can it give financial advice?

No, by design.

It informs, educates and facilitates. It does not recommend, predict returns or nudge. The boundary is built into the reasoning layer before any client is spoken to.

What happens when it does not know something?

It hands over.

It says so plainly, offers a person, and routes the case on with context rather than guessing or inventing an answer.

How does it stay within regulation?

The boundary is set before go-live.

It describes rather than advises, logs every interaction with its reasoning, and escalates consequential cases. It is designed to operate within the FCA regime in the UK, the EU frameworks across Europe, and SEBI, AMFI and RBI in India.

What does it cost?

Structured around the engagement, not per seat.

The figure depends on the deployment and the depth you want. We set it out on the walkthrough.

See Edweisser live.

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