Implementation
A product, not a project.
No requirements workshops. No custom builds. No on-site teams. Pasaana is production-ready and connects to your existing systems in days.
AI handles the work that consulting firms staff with humans — data mapping, test generation, training materials, documentation, and post-go-live support. Your people review and validate. They never do the base work.
~7
Total client hours
0
Systems replaced
0
Dedicated staff needed
2 wks
To hard ROI numbers
Zero
Implementation fees
The Path
Five steps. Days, not months.
Every Pasaana deployment — whether you're an aggregator, a servicer, a lender, a bank, or a community bank — follows the same five-step path. Only the module that deploys first changes.
Pre-Engage
1 day
Day One Live
1 day
Connect
3–5 days
Validate
2–3 days
Go Live
1 day
Total
8-10 business days
Your time
~7 hrs
Fees
$0 implementation fees
What happens at each step
Each phase below shows what happens, your effort, and what varies by module — Lenders & Banks, Aggregators, and Servicers.
Pre-Engage
1 day
Your environment is provisioned. AI generates demo data matching your loan types and operational profile. API credentials issued.
Your effort: Sign contract. Provide your API contact name.
Day One Live
1 day
Platform deployed with demo data matching your operation. You see AI working on realistic loans - underwriting decisions, validation results, or servicing workflows depending on your starting module. Training documentation auto-generated.
Your effort: 1-hour walkthrough call with your business owner.
Show what varies by module
Lenders & Banks
See AI underwriting on realistic loan applications.
Aggregators
See AI validation against acquisition criteria on sample loan tapes.
Servicers
See AI servicing workflows on sample portfolio data.
Lenders & Banks
See AI underwriting on realistic loan applications.
Aggregators
See AI validation against acquisition criteria on sample loan tapes.
Servicers
See AI servicing workflows on sample portfolio data.
Connect
3–5 days
Connect your LOS or data feeds via standard API adapters. AI maps your schema automatically — an engineer reviews the mapping, not builds it. Pre-built adapters for major platforms.
Your effort: IT contact: 3–4 hours total (API access, firewall rules, test credentials).
Show what varies by module
Lenders & Banks
Connect your LOS, core banking platform, or origination data feeds.
Aggregators
Connect your acquisition pipeline. Structured data often makes this faster.
Servicers
Connect your servicing system and investor reporting feeds.
Lenders & Banks
Connect your LOS, core banking platform, or origination data feeds.
Aggregators
Connect your acquisition pipeline. Structured data often makes this faster.
Servicers
Connect your servicing system and investor reporting feeds.
Validate
2–3 days
Real loans run through AI in parallel with your existing manual process. AI generates test cases from your business rules — covering edge cases humans miss. You get a side-by-side comparison report: AI decisions vs. your team's decisions.
Your effort: Business owner: 2 hours to review comparison report.
Show what varies by module
Lenders & Banks
AI underwriting decisions compared to your underwriters.
Aggregators
AI validation results compared to your QC team: defects caught, missed, and false positives.
Servicers
AI servicing actions compared to your current processing.
Lenders & Banks
AI underwriting decisions compared to your underwriters.
Aggregators
AI validation results compared to your QC team: defects caught, missed, and false positives.
Servicers
AI servicing actions compared to your current processing.
Go Live
1 day
Production switch. 24-hour monitoring. AI support handles user questions automatically. Engineer on standby for escalations only.
Your effort: Executive sign-off: 30 minutes.
AI-First Deployment
AI runs the implementation. Humans review.
Every task that a consulting firm would staff with a human, we run through AI first. Your people approve and handle exceptions.
Data Mapping
AI ingests your schema and proposes field mappings. An engineer validates — no consultants required.
Test Case Generation
AI generates test cases from your guidelines. Covers edge cases humans miss.
Training Materials
AI generates role-specific user guides and interactive Q&A — all auto-generated on deployment day.
UAT Execution
AI runs all test cases automatically, generates comparison reports, and flags discrepancies for human review.
Documentation
Every API call, configuration change, and decision is documented by AI in real time. Living documentation.
Post-Go-Live Support
AI support handles user questions in context. Engineer handles escalations only.
How You Connect
Web platform or API.
Access Pasaana through our web-based platform — or integrate directly into your existing systems via API. Use one or both.
Web Platform
Log in from any browser. Upload loan files, review AI decisions, manage your pipeline, and access reporting.
- No installation required
- White-label available
- Role-based access for your team
API Integration
Embed Pasaana directly into your LOS, pipeline, or custom application. Submit loans, receive decisions, and pull reports programmatically.
- REST API with standard adapters
- Pre-built for major LOS platforms
- Batch + real-time supported
Your Time Commitment
Here's exactly what we need from you.
No dedicated project team. No seconded resources. No one taken off their day job.
IT / API Contact
3–4
hours total
During Data Bridge phase. Provide API credentials, whitelist endpoints, confirm firewall rules.
Business Owner
3–4
hours total
Walkthrough call + validation review. Confirm AI accuracy.
Executive Sponsor
30
minutes
Go/no-go decision at go-live. Review ROI summary.
End Users
1
hour self-service
Watch auto-generated walkthrough. Use AI chatbot for questions.
Total investment for first module go-live: ~7–9 person-hours across 2 people, spread over 2 weeks.
The Math
Traditional implementation vs. ours.
What Could Go Wrong
We've already thought of that.
IT is slow to provide API access
The #1 cause of delays in B2B SaaS.
→ We deploy with CSV/batch upload and switch to live API later. You still see value on day one.
Data quality is poor
Messy data is the norm in mortgage.
→ AI data quality agent runs during the data bridge. Generates a health report. We fix what we can, flag what you must fix, proceed with clean subset.
AI accuracy doesn't meet expectations
Different lenders have different risk tolerances.
→ That's what the validation phase is for. We tune thresholds and rerun. 2–3 iteration cycles within the window.
Compliance team wants extended review
Regulated industry, cautious compliance officers.
→ Compliance team gets platform access during the demo phase. AI generates compliance-specific documentation automatically.
FAQ
Questions you should be asking.
No. Pasaana connects to your existing LOS via API. We sit alongside your stack, not in place of it. Your team keeps using the tools they know.
3–4 hours total: provide API credentials, whitelist our endpoints, confirm firewall rules, and answer data schema questions. If IT is slow, we start with CSV upload and switch to live API later.
The parallel validation phase runs AI decisions against your own staff's work on the same loans — side by side. You approve go-live only when you're satisfied with the results.
No. Month-to-month terms with full data portability. If we're not delivering measurable value, you should leave — and you can, cleanly.
The five steps are the same for everyone. What changes is which module deploys first — aggregators typically start with AI Loan Validation, lenders and banks with AI Underwriting, and servicers with AI Servicing Automation. The timeline is the same regardless.
Community banks are actually the fastest to deploy. Your team is small but your volume is manageable, and your existing mortgage staff can oversee both underwriting and validation with AI doing the heavy lifting. We've calibrated the process for banks doing 50-2,000 originations per year.
AES-256 encryption at rest and in transit, role-based access controls, and a complete audit trail on our immutable ledger. Every action is logged and tamper-evident.
No. Your people handle judgment calls and exceptions — AI handles the heavy data work. Your team becomes faster and more thorough, not redundant.
Everyone's data is messier than they think. Our AI data quality agent runs automatically and generates a health report. Messy data delays you by hours, not weeks.
Ready to see it on your loans?
Book a scoping call. We'll show you exactly how Pasaana fits your operation — on your data, not a demo deck.