Lokta vs TurnKey Lender^*

A posting you cannot reverse needs more than a score you can explain.

Once the loan is live, the question stops being whether you can explain the score and becomes whether you can stand behind every posting on the ledger. TurnKey Lender is a full-lifecycle lending automation platform built around a sub-second Decision Engine. We build the control after approval: nothing a model proposes reaches the ledger until the core has checked it against policy, and when an account changes, the record carries why.

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Agent proposesThe next move for one account, with the reason attached.
Core decidesPosts it, or refuses it, against the policy version in force.
Record proves itProposal, decision, policy version and approver, on the account.

How every agent action on Lokta runs. AI proposes, the core decides, the record proves it.

Choose Lokta if

Your decisioning is solved, you lend in India, wider Asia-Pacific or Africa, and the exposure you now carry sits after approval, in servicing and collections.

Look at both if

TurnKey stays at the front for decisioning and underwriting; Lokta runs the book after approval, on your core or on ours.

Why choose Lokta for the book after approval?

The same argument they make about scoring, applied to the ledger

The agent proposes. It does not post. The core decides whether the proposal is inside policy, and the record carries the proposal, the decision, the policy version and the approver. TurnKey published the case for this first, at the credit decision, in its guidance on explainability and logged overrides. After approval the failure mode changes shape. A wrong score can be revisited before money moves. A wrong servicing action is an entry on a live ledger with a schedule and arrears attached, and revisiting it means unwinding it. The control belongs where the posting happens, inside the core.

We are the team behind Apache Fineract, the open-source lending core in production around the world, and we went on to build and scale a commercial lending platform on those foundations. More on the team. We do the book after approval and are not building origination this cycle.

When is TurnKey Lender still the right choice?

You need origination and credit decisioning now. TurnKey’s analyst recognition from IDC and Everest Group sits exactly there, and we are not building an origination system this cycle.
Your buying committee gates the start of the security review on published SOC 2 Type II and ISO 27001 evidence. TurnKey publishes SOC 1 Type II, SOC 2 Type II, the ISO/IEC 27001, 27002, 27017 and 27018 family, PCI DSS and IMDA Singapore today. What we put in front of a reviewer is the architecture.
You are a brand, retailer, clinic or merchant launching in-house or point-of-sale finance from zero in North America, Western Europe or Southeast Asia outside India. TurnKey’s published case studies are exactly that, with pre-built scorecards, fraud rules and vertical packages that will get you live faster than an architecture conversation will.

The agents cover the whole book

The agents are the fabric of the platform. Each one watches the live book, proposes the next move, and hands it to the deterministic core to post or refuse. You get the work done; the core keeps the authority.

Monitoring and analyticsEvery account watched continuously, not sampled at month-end.
Early warningThe account about to slip is flagged before it does, with the reason attached.
Next best action for collectionsFor each account in arrears, the treatment most likely to cure it, ranked and evidence-backed.
Servicing requests, non-voiceStatements, payoff requests and schedule changes drafted and routed, never posted without the core.
RecoveryThe late book worked by strategy, not by whoever has capacity that week.

Deterministic corePosts the move or refuses it. The agent never writes to the ledger.Every decision on the record

What does one governed action leave behind?

Every platform here can write the sentence. The record is the part that has to be true, so this is the artifact rather than the claim. The products behind it are composed the same governed way in the Loan Product Studio.

What one governed action leaves behind

Agent proposes: Hold 1 account from the dialler for 7 days, promise to pay recorded
Policy bound: v14, promise-to-pay hold max 7 days, 31-90 days past due
Core decides: Inside policy. Hold posted to the account.
Record: Proposal, decision, policy version and approver, on the account

The agent proposes. It does not post to the ledger. The core decides, and the record carries why. That is what the matrix below measures.

Why do lenders look for a TurnKey Lender alternative?

You lend in India and need co-lending and asset classification as product.
TurnKey’s documented Asia-Pacific presence is Singapore, Malaysia, the Philippines, Cambodia and Australia; no India office, customer or India-regulatory content appears in any TurnKey source we could find.
The explainability you have covers the score, not the posting.
TurnKey’s guidance argues for logged overrides and sign-off thresholds at the credit decision; its servicing material describes charging, fees, schedules and collectability scoring, not where model output stops and the ledger starts.
The proof you can take to a committee is about origination.
IDC and Everest Group place TurnKey in origination and decisioning, and Gartner names it a representative vendor in the category; its one servicing placement is CB Insights, 2025.

How do Lokta and TurnKey Lender compare, capability by capability?

Capability

TurnKey Lender

Lokta

Origination, underwriting and credit decisioningThe Decision Engine is the centre of their product. We are not building origination this cycle.

Yes

SOC 2 Type II and ISO 27001 evidence on day oneTurnKey publishes current certifications. We put an architecture walkthrough in front of the reviewer instead.

Yes

Post-approval servicing and collectionsBoth. The CB Insights servicing placement is real; this is not a gap we claim.

Yes

Deployment on your own serversTurnKey’s bank product page offers in-house-server deployment; ours runs on-premises, single-tenant cloud or your VPC.

Yes

A published control between model output and the ledgerThe servicing automation is described; the control between a model and a posting is not.

Not stated

Yes

Co-lending, partner settlement and daily asset classification as productNot found in TurnKey public material; no India customer or case study appears on any TurnKey source.

Not stated

Yes

A decade of production history at published scaleMore than 200 clients, more than 50 countries. We are a small company with no volume reference to match.

Yes

Yes and No mean the capability is described, or ruled out, in public material. Via partner means the vendor supplies it through a named partner rather than in the product. Not stated means we could not find it in TurnKey Lender’s published material, which is not the same as absent from the product. We do not use that state in our own column: about ourselves the answer is Yes or No. Rows where the answer goes against us are here on purpose.

What is the difference between Lokta and TurnKey Lender?

What the AI decides

TurnKey LenderWhether to lend and on what terms: scoring at application, in under a second, from a Decision Engine using neural networks and self-learning models.

LoktaWhat to do about an account that already exists: which one is about to slip, the next best collections action, a non-voice servicing request, a recovery move, each proposed inside bounds you set.

Different problems, different blast radii. A scoring error prices one loan wrong. A servicing error posts to a ledger you then have to unwind, explain and evidence.

Where the boundary is published

TurnKey LenderAutomated charging, fees, schedules and collectability scoring are described. A boundary between model output and ledger posting is not, nor is a double-entry money-of-record model.

LoktaThe boundary is the product. The ledger and money-of-record are computed by code, never by a model, and the agent proposes into a core that adjudicates before anything posts.

Ask for the boundary in writing, from both of us. It is the one question in an AI evaluation where a vague answer is itself the answer.

What the evidence proves, and where

TurnKey LenderAnalyst recognition in origination and decisioning, plus a CB Insights servicing placement in 2025. Collections is substantive: delinquency bucketing, promise-to-pay tracking, four outreach channels.

LoktaThe book after approval, which is the only thing we build, so servicing, monitoring, collections and recovery get the whole roadmap and every engineering hour we have.

A full-lifecycle platform services a book. TurnKey does, and says so. The question is whether the post-approval half gets the same architectural priority as a platform that does nothing else.

How a change gets made

TurnKey LenderConfiguration tooling exposed to the customer through flow, configuration and report builders, so not every change is a vendor ticket.

LoktaPolylithic modules, meaning independently deployable parts, and extension in your own tree, with Lokta engineers deployed alongside your team inside your codebase.

A builder changes what the suite already models. A module changes what it does not. You find out which you need the first time your book steps outside the model.

Market and regulatory focus

TurnKey LenderNorth America, Europe and Southeast Asia, with documented Asia-Pacific presence in Singapore, Malaysia, the Philippines, Cambodia and Australia. No documented India presence.

LoktaIndia, wider Asia-Pacific and Africa: co-lending with configurable partner share, partner settlement, daily asset classification your regulator will read, per-partner audit isolation and regulator-facing audit, as product.

If you lend in India, this row decides the comparison before the architecture gets a hearing. Ask both of us to itemise the co-lending, settlement and classification content, and settle it on the list, not the map.

What each vendor publishes about itself

TurnKey LenderA current certification set, analyst placements, and a decade of production history across more than 200 clients in more than 50 countries.

LoktaAn architecture we walk a reviewer through line by line: the deterministic core in the decision path, policy-bounded agent actions, maker-checker on anything outside policy, and an audit record on state changes to the account.

One is evidence you can procure against on day one. The other you get only by putting a reviewer in front of the system. A serious evaluation asks for both, from both of us.

Where would we expect an argument?

Explainability at the credit decision is half the control a lender needs, and the easier half. The harder half is after approval, where a model’s proposal meets a live ledger, and that is the whole of what we build.

What should you ask TurnKey Lender in an evaluation?

How is a model-influenced servicing or collections action recorded, and can it be replayed for a regulator? We found no public model card, bias-testing methodology or adverse-action documentation.
What is the accounting model underneath servicing? Is there a double-entry general ledger, and how are write-offs and provisioning handled?
For an in-house-server deployment, which components run in our environment, which stay vendor-managed, and how do upgrades and model updates cross that line?
After approval, when a model proposes a servicing or collections action, what decides whether it posts, and is that decision and its policy version on the record, the way explainability is at the credit decision?

Each is a diligence question we could not settle from TurnKey Lender’s public material as of August 2026, not a claim about what the product does. Ask them, and ask us the equivalent. Our AI governance questions and the full evaluation questionnaire are the set we would put to any platform, including ours.

In lending, the autonomy you can audit is the only autonomy that scales.

Start a conversation

Lokta is the agentic loan servicing platform: we run the book after approval. If your book is already disbursed and the cost of running it is growing with it, that is the problem we are built for. If it is not, one of the sections above will tell you so faster than a demo will.

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Frequently asked questions about TurnKey Lender

Is Lokta a TurnKey Lender alternative?

For the book after approval, yes: servicing, monitoring and early warning, collections and recovery. TurnKey sells the full lifecycle as one configurable suite, so the overlap is real and sits in servicing and collections. If your evaluation starts at the application and the credit decision, TurnKey is in scope and we are not. If it starts at the first missed instalment, the account in arrears and the posting that follows, that is the only thing we build.

TurnKey has SOC 2 and ISO 27001. Does Lokta?

Not on day one. TurnKey publishes SOC 1 Type II, SOC 2 Type II, the ISO/IEC 27001 family, PCI DSS and IMDA Singapore, and if your committee gates the security review on those documents, choose TurnKey for that reason. What we put in front of a reviewer is the system itself: how a proposed servicing action is checked against policy, who approved it, and what the audit record holds for a change to an account.

Does TurnKey Lender only do origination?

No. TurnKey covers origination, underwriting, servicing, repayment, collections and reporting in one platform, and CB Insights named it a leader in loan servicing automation in 2025. Its collections coverage is substantive: delinquency bucketing, promise-to-pay tracking, four outreach channels including a dialer, automated collectability scoring and more than thirty predefined reports. The comparison on this page is about how the post-approval half is governed, not whether it exists.

Can Lokta run on our own servers?

Yes: on-premises, single-tenant cloud, or inside your own virtual private cloud, the same binary across all three. TurnKey also offers deployment on in-house servers, stated on its bank loan management product page. No difference on this axis; both deploy on your own servers. Ask both of us the same follow-up: which components stay vendor-managed in that setup, and how upgrades and model updates reach a deployment your team runs.

How is a model-influenced servicing action governed?

The agent proposes an action on the account; it does not post to the ledger. The deterministic core decides whether the proposal is inside policy, and the record carries the proposal, the decision, the policy version and the approver. Anything outside policy does not execute: it goes to a named approver under maker-checker, and the refusal is recorded too. Ask TurnKey the same question about a collections action after approval, and ask for the answer in writing.

We lend in India. Does that change the comparison?

It is the line that usually decides it. Co-lending with configurable partner share, partner settlement, daily asset classification to the norms your regulator holds you to, and regulator-facing audit are product for us, because India, wider Asia-Pacific and Africa are the markets we build for. TurnKey publishes case studies in North America, Western Europe and Southeast Asia outside India, and we found no India regulatory content in its public material.

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Sources and method

Everything on this page about TurnKey Lender is drawn from its own public material, linked below and last checked on 20 August 2026. We do not run hands-on testing of other platforms, so a row records what the vendor states rather than what we have verified in a deployment, and where the material does not settle a question the row says so instead of treating silence as absence. Capabilities change and deployments differ: confirm the current position, and your own configuration, with the vendor.

TurnKey Lender is a trademark of its owner, shown here for identification only.Lokta is not affiliated with, sponsored by or endorsed by any company named here.