SOVEREIGN AI · FORWARD DEPLOYED ENGINEERS

We connect AI to
the work that
actually matters.

hSenid’s Forward Deployed Engineers embed alongside
your teams to build AI systems that last.
0 +
Enterprise years
0
Days to measurable ROI
0
APAC markets active
Live Orchestration Node
Live Orchestration Node
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

Serving over 500 businesses around the world

Most AI never makes it into real workflows.
We close that gap.

Closing that gap takes engineers who know both AI and your business. hSenid’s Forward Deployed Engineers embed with your team to make it real.

Step one
01
Embed in your organisation
FDEs work alongside your business leaders, operations teams, and technology staff. They learn how your organisation actually works — not how it looks in a requirements document.
Step two
02
Identify where AI creates the most value
A focused diagnostic of your workflows, systems, and data. We identify the highest-value opportunities — the ones where AI changes a business outcome, not just a task.
Step three
03
Design, build, and deploy production systems
FDEs connect AI models to your data, tools, controls, and business processes. Not a prototype. Not a pilot. A system your team uses every day.
Step four
04
Leave you with something durable
Every engagement produces documented systems, trained internal owners, and measurable outcomes. When FDEs leave, the capability stays. We build assets, not dependencies.

Forward Deployed Engineers

As Invested in the Outcome as You Are

Sprout FAQ Accordion
Engineer, consultant, and product thinker in one
FDEs are not account managers or project coordinators. They are engineers who can also diagnose business problems, translate requirements into production systems, and shape the direction of what gets built. Your needs inform what we build next on the platform.
On-site · Hands-on · Outcome-accountable
From ambiguity to production in 90 days
Most AI deployments fail because the gap between an exciting demo and a system people actually use in their daily work is enormous. FDEs bridge that gap. They start with your messiest, most important workflow and make it work, then expand from there.
Discovery → Build → Deploy → Expand
Works with the AI you already have or plan to use
FDEs are model-agnostic. Whether you use Gemini, OpenAI, Claude, Llama, or a combination, we connect it to your workflows. You don't change your AI strategy. We make it operational.
GGemini
OOpenAI
CClaude
LLlama
Any model
Model-agnostic by design
No vendor lock-in. Switch models as AI capabilities evolve without rebuilding your workflows. The platform abstracts the model layer, your processes survive any model change.
GGoogle Gemini
OOpenAI
CClaude
LLlama
DDeepSeek
Any local LLM
Agentic AI, safely
AI agents that browse, write, execute, and take actions run inside controlled environments with defined policy boundaries. Innovation at speed without uncontrolled exposure.
Isolated · Monitored · Policy-bound
Built for the enterprise stack
Pre-built connectors for CRM, HRIS, core banking, document management, and communication systems. FDEs extend the platform to connect whatever your organisation runs on.
CCRM
HHRIS
BCore banking
AAPIs
DDocs
Don't just adopt AI. Deploy it.
Find Out Where Your Organization Sits
In Just 15 Minutes

Request a Demo

Find Out Where Your Organization Sits

In Just 15 Minutes

Request a Demo

One Sovereign AI Platform to Run AI Across Your Business

AI Platform Process
01

Connect to any AI model

OpenAI, Gemini, Anthropic Claude, Llama, DeepSeek, or any local model. The platform routes each task to the right model based on capability, cost, and your policy.

02

Integrate with your existing systems

CRM, HRIS, core banking, document repositories, APIs. AI that connects to your data produces better outcomes than AI that doesn't know your context.

03

Run workflows, not just conversations

The platform executes multi-step processes — not just answering questions. It reads, decides, routes, escalates, and logs. End to end, without manual intervention.

04

Control, monitor, and govern

Every interaction logged. Budget by team or department. Guardrails enforced. Usage dashboards for management. Full audit trail for any review.

05

Deploy on your terms

On your infrastructure, in your cloud, or hybrid. Sensitive data stays inside your environment. You decide what goes where.

What changes when AI
actually runs your workflows

Sprout Stats
Document intelligence
80%
Reduction in document processing time across banking, logistics, and HR workflows
Document intelligence deployments
Knowledge automation
40K+
Staff hours recovered annually from knowledge search and policy lookup automation
500-person knowledge worker teams
Hiring intelligence
3wks → 1day
Time from application close to ranked candidate shortlist in high-volume recruitment
Hiring intelligence deployments
Delivery timeline
90
Days from first FDE engagement to measurable, documented production results
Every engagement, fixed scope

Where AI changes the outcome.
Not just the process.

Sprout AI Capabilities
Document Analyzer

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
SameOutput 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.

InstantAnswers from your data
0IT tickets needed
100%Data stays in-house
Reputation Manager
!

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.

MinutesTo detection and response
24/7Social monitoring
AutoCRM ticket creation
Hiring Intelligence

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→1dPosting to shortlist
100%CV coverage every batch
RankedAuditable shortlist

FDEs work across industries

Every AI interaction is masked, logged, audited, and traceable. Sensitive data never reaches an external model unmasked.

Banking & Financial Services

Banking & Financial Services

KYC & onboarding automation · Loan document analysis · Compliance report drafting · Internal policy Q&A · AML transaction narrative

Government & Public Sector

Government & Public Sector

Policy research & brief preparation · Procurement document analysis · Citizen service Q&A · On-premise local LLM for classified workloads

Telecommunications

Telecommunications

Customer complaint intelligence · Network incident RCA automation · Contract analysis · Subscriber PII masking for all AI workflows

Aviation & Logistics

Aviation & Logistics

Cargo onboarding & document verification · Crew licence tracking · Operations knowledge assistant · Reputation monitoring

Healthcare

Healthcare

Clinical note summarisation · Lab result context assembly · Internal policy assistant for clinical staff · Patient data always on-premise

A structured path from
First conversation to live results

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.

The Compliance Bar for Sovereign, Financial-Grade AI

Built for the frameworks regulators already trust across South and Southeast Asia.

FAQ - Forward Deployed Engineers & Sovereign AI

Frequently asked questions

We know what you're thinking.

Straight answers to the questions we hear most from CTOs

The right conversation starts with one question.

What is the one workflow in your organisation where your best people spend the most time on work that shouldn’t require their level of judgment and where moving faster would change the business outcome?

The right conversation starts with one question.

What is the one workflow in your organisation where your best people spend the most time on work that shouldn’t require their level of judgment and where moving faster would change the business outcome?