01
Stage 01
Experimenting
Teams are testing AI tools informally, often without clear ownership, governance, or visibility.
Your hardest workflows, automated. Inside your walls.
AI that runs document analysis, knowledge search, and decision support, deployed on your infrastructure, compliant with your regulators, live in 90 days.
Loan document analysis
Extracting 142 fields · Cross-checking risk signals
⬤ Processing 3 applications now…
−80% Time
Policy & compliance Q&A
Internal search · RAG pipeline active
⬤ 12 queries answered in last 60s…
Instant
Strategic research · AI Workbench
Annual reports · Competitor filing sync
⬤ Indexing 28 new filings…
Days → Mins
CV screening at scale
300 applications scored · Auto-shortlist
⬤ Ranking batch 7 of 12…
3 Wks → 1 Day
Real-time throughput ↑ 847 req/min
0
+
Years enterprise software
0
Days to measurable ROI
0
APAC markets active
Your hardest workflows, automated. Inside your walls.
AI that runs document analysis, knowledge search, and decision support, deployed on your infrastructure, compliant with your regulators, live in 90 days.
0
+
Years enterprise software
0
Days to measurable ROI
0
APAC markets active
Loan document analysis
Extracting 142 fields · Cross-checking risk signals
⬤ Processing 3 applications now…
−80% Time
Policy & compliance Q&A
Internal search · RAG pipeline active
⬤ 12 queries answered in last 60s…
Instant
Strategic research · AI Workbench
Annual reports · Competitor filing sync
⬤ Indexing 28 new filings…
Days → Mins
CV screening at scale
300 applications scored · Auto-shortlist
⬤ Ranking batch 7 of 12…
3 Wks → 1 Day
Real-time throughput ↑ 847 req/min
Serving over 500 businesses around the world
Your team has the data.
The insight is still days away
AI adoption in Asia’s regulated industries is stalling, not because the technology isn’t ready, but because the infrastructure to deploy it safely isn’t there.
01 / Capture
Your best analysts spend 60% of their time reading documents, not deciding
Loan files, compliance reports, policies and board packs take hours to review manually. Judgment gets buried in paperwork.
Less time reading. More time deciding.
02 / Connect
Your strategy team has the answers. They just can’t access them fast enough.
Reports, filings, market data and internal knowledge sit across scattered systems. A question that should take minutes can take weeks.
When answers are slow, opportunities move on.
03 / Protect
71% of employees have used unapproved AI tools at work
Across Asia, regulators are focusing more on AI governance, auditability and data protection. Spreadsheets and unmanaged AI tools won’t be enough.
With governed AI, you move faster and stay trusted.
Your team has the data.
The insight is still days away
AI adoption in Asia’s regulated industries is stalling, not because the technology isn’t ready, but because the infrastructure to deploy it safely isn’t there.
Time lost
0%
of your best analysts’ time is spent reading documents, not making decisions.
Shadow AI risk
0%
of employees have used unapproved AI tools at work.
Weekly drag
0h
a week go into searching and gathering information, slowing down decisions your strategy team is ready to make.
Your team has the data.
The insight is still days away
AI adoption in Asia’s regulated industries is stalling, not because the technology isn’t ready, but because the infrastructure to deploy it safely isn’t there.
Time lost
0%
of your best analysts’ time is spent reading documents, not making decisions.
Shadow AI risk
0%
of employees have used unapproved AI tools at work.
Weekly drag
0h
a week go into searching and gathering information, slowing down decisions your strategy team is ready to make.
Where does your organisation
sit on the AI curve?
Every organisation is at a different stage of AI readiness. The gap between experimenting and actually running AI in production is where most enterprises get stuck. Knowing where you are is the first step to moving forward with confidence.
02
Stage 02
Piloting
A focused AI deployment is introduced into one workflow with measurable goals and outcomes.
03
Stage 03
Transitioning
AI becomes part of daily operations, helping teams shift toward faster and smarter ways of working.
04
Stage 04
Scaling
AI adoption expands across departments with secure, auditable, and governed infrastructure.
05
Stage 05
Leading
AI becomes a strategic capability that strengthens innovation, efficiency, and competitive advantage.
Find out where your organisation sits, in 30 minutes.
Most organisations we speak with are between Experimenting and Piloting. The gap to Transitioning is where we work.
What changes when AI
actually runs your workflows
30
%
Reduction in document review time, loan applications, KYC, onboarding Banking · document analyzer
0
K+
Staff hours recovered annually from policy and knowledge lookup automation 500-person knowledge team
0
wks →1day
Compliance report preparation, from weeks of drafting to hours of review Regulatory submissions · banking
50
Days from first conversation to measurable, documented business results Every engagement · fixed scope
Your data never leaves.
Your governance never breaks
Every AI interaction is masked, logged, audited, and traceable. Sensitive data never reaches an external model unmasked.
01
Request enters the platform
An employee submits a document, asks a question, or triggers a workflow. The request is intercepted by the sovereign layer before anything reaches an external model.
02
Sensitive data is masked
PII, account numbers, medical information, and NIC numbers are replaced with tokens before the request leaves your perimeter. The AI receives context, never your customer’s real data.
03
Routed to the right model
The platform selects the appropriate model, including OpenAI, Gemini, Anthropic, or a local LLM on your infrastructure, based on the task, sensitivity, and cost parameters you define.
04
Response de-tokenised and returned
The model’s output is de-tokenised internally. Your employee receives the full answer while every step is logged, including model used, policy applied, and data masked.
05
Governance dashboard updated
Usage by team, department, and user is updated. Budget limits, audit trails, model activity, and governance insights are available for regulator review when required.
What changes when AI
actually runs your workflows
AI adoption in Asia’s regulated industries is stalling, not because the technology isn’t ready, but because the infrastructure to deploy it safely isn’t there.
Document AI
Document Analysis & KYC
The platform reads any submitted document including loan applications, ID documents, cargo manifests, and vendor accreditation packs. It extracts key fields, cross-checks for inconsistencies, scores accuracy, and flags issues so staff only review exceptions.
−80%
Manual review time
100%
Audit trail coverage
Same
Output quality
AI Workbench
Internal Knowledge & Analytics Assistant
Connect Sprout to policy documents, annual reports, core banking data, and regulatory circulars. Employees can ask questions in plain language and receive instant, cited answers from internal data without raising IT tickets or waiting for analyst support.
Instant
Answers from your data
0
IT tickets needed
100%
Data stays in-house
Reputation AI
Real-Time Reputation Monitoring
A single complaint on social media can affect trust, bookings, deposits, and customer perception. Sprout monitors brand mentions across social platforms, classifies them by severity, and creates CRM response tickets within minutes.
Minutes
To detection and response
24/7
Social monitoring
Auto
CRM ticket creation
Hiring AI
High-Volume Talent Screening
For airlines, banks, telcos, and microfinance institutions hiring at scale, Sprout reads every CV, scores candidates against role criteria, flags behavioural signals, and delivers a ranked shortlist before HR opens their inbox.
3wks→1d
Posting to shortlist
100%
CV coverage every batch
Ranked
Auditable shortlist
Your data never leaves.
Your governance never breaks
Every AI interaction is masked, logged, audited, and traceable. Sensitive data never reaches an external model unmasked.
01
Request enters the platform
An employee submits a document, asks a question, or triggers a workflow. The request is intercepted by the sovereign layer before anything reaches an external model.
02
Sensitive data is masked
PII, account numbers, medical information, and NIC numbers are replaced with tokens before the request leaves your perimeter. The AI receives context, never your customer’s real data.
03
Routed to the right model
The platform selects the appropriate model, including OpenAI, Gemini, Anthropic, or a local LLM on your infrastructure, based on task, sensitivity, and cost parameters you define.
04
Response de-tokenised and returned
The model’s output is de-tokenised internally. Your employee receives the full answer while every step is logged, including model used, policy applied, and data masked.
05
Governance dashboard updated
Usage by team, department, and user is updated. Budget limits, audit trails, model activity, and governance insights are available for regulator review when required.
Your data never leaves.
Your governance never breaks
Every AI interaction is masked, logged, audited, and traceable. Sensitive data never reaches an external model unmasked.
Banking & Financial Services
KYC & onboarding automation · Loan document analysis · Compliance report drafting · Internal policy Q&A · AML transaction narrative
Government & Public Sector
Policy research & brief preparation · Procurement document analysis · Citizen service Q&A · On-premise local LLM for classified workloads
Telecommunications
Customer complaint intelligence · Network incident RCA automation · Contract analysis · Subscriber PII masking for all AI workflows
Aviation & Logistics
Cargo onboarding & document verification · Crew licence tracking · Operations knowledge assistant · Reputation monitoring
Healthcare
Clinical note summarisation · Lab result context assembly · Internal policy assistant for clinical staff · Patient data always on-premise
Microfinance & Investment Banking
Portfolio risk narrative generation · CV screening for field agent hiring · Board report automation · Regulatory compliance support.
Banking & Financial Services
KYC & onboarding automation · Loan document analysis · Compliance report drafting · Internal policy Q&A · AML transaction narrative
Government & Public Sector
Policy research & brief preparation · Procurement document analysis · Citizen service Q&A · On-premise local LLM for classified workloads
Telecommunications
Customer complaint intelligence · Network incident RCA automation · Contract analysis · Subscriber PII masking for all AI workflows
Aviation & Logistics
Cargo onboarding & document verification · Crew licence tracking · Operations knowledge assistant · Reputation monitoring
Healthcare
Clinical note summarisation · Lab result context assembly · Internal policy assistant for clinical staff · Patient data always on-premise
Microfinance & Investment Banking
Portfolio risk narrative generation · CV screening for field agent hiring · Board report automation · Regulatory compliance support.
Your data never leaves.
Your governance never breaks
Every AI interaction is masked, logged, audited, and traceable. Sensitive data never reaches an external model unmasked.
A structured 90-minute session with your operations and technology leads. We map your five most document-heavy workflows, score them by volume and business impact, and agree the highest-value starting point together.
Our solutions architect deploys inside your environment. One workflow. One department. Specific, measurable success criteria agreed in writing before we begin. Weekly progress reports to your sponsor.
We measure and document every metric — time saved, errors reduced, decisions accelerated. This becomes your internal business case, owned by you, for the platform conversation with your leadership team.
When the first workflow delivers, the platform conversation begins on its own merit — more workflows, more departments, full governance layer. On evidence, not on a vendor’s roadmap.
✦
AI engagement snapshot
What a first engagement looks like
Duration
90 days · discovery to results
Scope
One workflow · one department
Success criteria
Agreed in writing before kickoff
Deployment
Inside your environment · your data centre
Commercial structure
Fixed scope · fixed timeline · no surprises
What you own
Full results documentation · your business case
Platform conversation
On evidence · not on commitment
Talk to our team
Start focused. Prove value. Expand with confidence.
Built for the regulations
your regulators are writing now.
Every market in South and Southeast Asia is tightening AI governance requirements. The organisations that build the right infrastructure now will be the ones regulators trust to move fastest later.
Our architecture is designed for alignment with these regulatory frameworks. Certification requirements vary by jurisdiction and deployment configuration. We work directly with your compliance and legal teams to address specifics for your environment.
Let’s Build Something Bigger Together
If your APIs are sitting idle, you’re leaving revenue to OTT players. It’s time to activate your network, empower your market, and monetize at scale.